FreeCourseSite com Udemy Data Engineering Essentials using SQL Python and PySpark

FreeCourseSite com Udemy Data Engineering Essentials using SQL Python and PySpark

Name	[FreeCourseSite.com] Udemy - Data Engineering Essentials using SQL, Python, and PySpark	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	16.1 GB
Total Files	1267
Last Seen	2025-07-26 00:41
Hash	ED79E89B5619CA524DB7B7F719ACA2ABC2C9F74B

/0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/01 - Introduction to Data Engineering Essentials using SQL, Python, and PySpark/
001 Introduction to Data Engineering Essentials Course.mp4	13.2 MB
001 Introduction to Data Engineering Essentials Course_en.srt	3.9 KB
002 Overview of our support to Data Engineering Essentials course.mp4	27.6 MB
002 Overview of our support to Data Engineering Essentials course_en.srt	7.0 KB
003 Overview of SQL topics covered in the course.mp4	37.9 MB
003 Overview of SQL topics covered in the course_en.srt	10.1 KB
004 Overview of Python topics covered in the course.mp4	39.3 MB
004 Overview of Python topics covered in the course_en.srt	10.1 KB
005 Overview of Getting Started with GCP related to the course.mp4	18.6 MB
005 Overview of Getting Started with GCP related to the course_en.srt	6.0 KB
006 Overview of Spark and Databricks Environment related topics.mp4	25.0 MB
006 Overview of Spark and Databricks Environment related topics_en.srt	7.5 KB
007 Detailed outline of Spark SQL Topics in the course.mp4	49.2 MB
007 Detailed outline of Spark SQL Topics in the course_en.srt	10.7 KB
008 Detailed outline of Pyspark Topics in the course.mp4	36.5 MB
008 Detailed outline of Pyspark Topics in the course_en.srt	8.2 KB
009 Detailed outline of ELT Data Pipelines on Databricks.mp4	15.9 MB
009 Detailed outline of ELT Data Pipelines on Databricks_en.srt	3.6 KB
010 Overview of Performance Tuning of Spark covered in the course.mp4	34.2 MB
010 Overview of Performance Tuning of Spark covered in the course_en.srt	7.5 KB
/02 - Getting Started with SQL for Data Engineering/
001 Introduction to SQL for Data Engineering.mp4	6.4 MB
001 Introduction to SQL for Data Engineering_en.srt	2.7 KB
002 Overview of Application Architecture and RDBMS.mp4	17.7 MB
002 Overview of Application Architecture and RDBMS_en.srt	6.5 KB
003 Overview of Database Technologies and relevance of SQL.mp4	31.7 MB
003 Overview of Database Technologies and relevance of SQL_en.srt	9.4 KB
004 Overview of Purpose Built Databases.mp4	17.0 MB
004 Overview of Purpose Built Databases_en.srt	9.6 KB
005 Overview of Data Warehouse and Data Lake.mp4	17.5 MB
005 Overview of Data Warehouse and Data Lake_en.srt	5.5 KB
006 Usage of RDBMS and Data Warehouse technologies.mp4	15.7 MB
006 Usage of RDBMS and Data Warehouse technologies_en.srt	5.1 KB
007 Differences and Similarities between RDBMS and Data Warehouse Technologies.mp4	11.3 MB
007 Differences and Similarities between RDBMS and Data Warehouse Technologies_en.srt	5.8 KB
/03 - Setup Tools for Data Engineering Essentials/
001 Introduction to Setting up Tools for Data Engineering Essentials.mp4	8.4 MB
001 Introduction to Setting up Tools for Data Engineering Essentials_en.srt	3.9 KB
002 Setup VS Code on Windows.mp4	14.6 MB
002 Setup VS Code on Windows_en.srt	5.5 KB
003 Setup Python 3.9 on Windows.mp4	23.5 MB
003 Setup Python 3.9 on Windows_en.srt	8.3 KB
004 Configure Environment Variable PATH for Python on Windows.mp4	12.9 MB
004 Configure Environment Variable PATH for Python on Windows_en.srt	6.7 KB
005 Overview of learning Python using Python CLI.mp4	10.6 MB
005 Overview of learning Python using Python CLI_en.srt	5.2 KB
006 Integrate VSCode with Python on Windows.mp4	12.2 MB
006 Integrate VSCode with Python on Windows_en.srt	7.5 KB
007 Install Postgres 14 on Windows 11.mp4	15.9 MB
007 Install Postgres 14 on Windows 11_en.srt	7.9 KB
008 Getting Started with pgAdmin on Windows.mp4	8.1 MB
008 Getting Started with pgAdmin on Windows_en.srt	4.2 KB
009 Getting Started with pgAdmin on Mac.mp4	13.6 MB
009 Getting Started with pgAdmin on Mac_en.srt	8.1 KB
010 Conclusion of Setting up Tools for Data Engineering Essentials.mp4	5.9 MB
010 Conclusion of Setting up Tools for Data Engineering Essentials_en.srt	2.6 KB
/04 - Setup Application Tables and Data in Postgres Database/
001 Overview of Postgres Database Server and pgAdmin.mp4	30.2 MB
001 Overview of Postgres Database Server and pgAdmin_en.srt	13.2 KB
002 Overview of Database Connection Details.mp4	28.6 MB
002 Overview of Database Connection Details_en.srt	11.1 KB
003 Overview of Connecting to External Databases using pgAdmin.mp4	11.2 MB
003 Overview of Connecting to External Databases using pgAdmin_en.srt	7.3 KB
004 Create Application Database and User in Postgres Database Server.mp4	9.4 MB
004 Create Application Database and User in Postgres Database Server_en.srt	6.3 KB
005 Clone Data Sets from Git Repository for Database Scripts.mp4	9.3 MB
005 Clone Data Sets from Git Repository for Database Scripts_en.srt	4.8 KB
006 Register Server in pgAdmin using Application Database and User.mp4	9.6 MB
006 Register Server in pgAdmin using Application Database and User_en.srt	6.4 KB
007 Setup Application Tables and Data in Postgres Database.mp4	19.1 MB
007 Setup Application Tables and Data in Postgres Database_en.srt	12.2 KB
008 Overview of pgAdmin to write SQL Queries.mp4	28.2 MB
008 Overview of pgAdmin to write SQL Queries_en.srt	21.0 KB
/05 - Writing Basic SQL Queries/
001 Review Data Model Diagram.mp4	19.4 MB
001 Review Data Model Diagram_en.srt	8.5 KB
002 Define Problem Statement for SQL Queries.mp4	7.3 MB
002 Define Problem Statement for SQL Queries_en.srt	2.8 KB
003 Filtering Data using SQL Queries.mp4	23.4 MB
003 Filtering Data using SQL Queries_en.srt	10.8 KB
004 Total Aggregations using SQL Queries.mp4	14.1 MB
004 Total Aggregations using SQL Queries_en.srt	9.1 KB
005 Group By Aggregations using SQL Queries.mp4	21.1 MB
005 Group By Aggregations using SQL Queries_en.srt	12.8 KB
006 Order of Execution of SQL Queries.mp4	18.3 MB
006 Order of Execution of SQL Queries_en.srt	11.0 KB
007 Rules and Restrictions to Group and Filter Data in SQL queries.mp4	14.3 MB
007 Rules and Restrictions to Group and Filter Data in SQL queries_en.srt	8.5 KB
008 Filter Data based on Aggregated Results using Group By and Having.mp4	12.6 MB
008 Filter Data based on Aggregated Results using Group By and Having_en.srt	6.9 KB
009 Inner Joins using SQL Queries.mp4	19.0 MB
009 Inner Joins using SQL Queries_en.srt	8.8 KB
010 Outer Joins using SQL Queries.mp4	31.5 MB
010 Outer Joins using SQL Queries_en.srt	11.6 KB
011 Filter and Aggregate on Join Results using SQL.mp4	11.2 MB
011 Filter and Aggregate on Join Results using SQL_en.srt	6.4 KB
012 Overview of Database Views.mp4	16.7 MB
012 Overview of Database Views_en.srt	10.0 KB
013 Overview of Common Table Expressions or CTEs.mp4	11.0 MB
013 Overview of Common Table Expressions or CTEs_en.srt	6.5 KB
014 Outer Join with Additional Conditions in SQL Queries.mp4	25.5 MB
014 Outer Join with Additional Conditions in SQL Queries_en.srt	12.5 KB
015 Explanation about Fix of SQL Queries with Filtering on Outer Join Results.mp4	17.9 MB
015 Explanation about Fix of SQL Queries with Filtering on Outer Join Results_en.srt	6.6 KB
/06 - Cumulative Aggregations and Ranking in SQL Queries/
001 Introduction to Cumulative Aggregations and Ranking in SQL Queries.mp4	4.4 MB
001 Introduction to Cumulative Aggregations and Ranking in SQL Queries_en.srt	2.4 KB
002 Overview of CTAS to create tables based on Query Results.mp4	12.8 MB
002 Overview of CTAS to create tables based on Query Results_en.srt	7.4 KB
003 Create Tables for Cumulative Aggregations and Ranking.mp4	6.3 MB
003 Create Tables for Cumulative Aggregations and Ranking_en.srt	3.3 KB
004 Overview of OVER and PARTITION BY Clause in SQL Queries.mp4	26.7 MB
004 Overview of OVER and PARTITION BY Clause in SQL Queries_en.srt	11.6 KB
005 Compute Total Aggregation using OVER and PARTITION BY in SQL Queries.mp4	5.5 MB
005 Compute Total Aggregation using OVER and PARTITION BY in SQL Queries_en.srt	3.1 KB
006 Overview of Ranking in SQL.mp4	9.3 MB
006 Overview of Ranking in SQL_en.srt	5.3 KB
007 Compute Global Ranks using SQL.mp4	12.4 MB
007 Compute Global Ranks using SQL_en.srt	7.1 KB
008 Compute Ranks based on key using SQL.mp4	13.4 MB
008 Compute Ranks based on key using SQL_en.srt	7.3 KB
009 Rules and Restrictions to Filter Data based on Ranks in SQL.mp4	10.8 MB
009 Rules and Restrictions to Filter Data based on Ranks in SQL_en.srt	4.9 KB
010 Filtering based on Global Ranks using Nested Queries and CTEs in SQL.mp4	19.8 MB
010 Filtering based on Global Ranks using Nested Queries and CTEs in SQL_en.srt	8.5 KB
011 Filtering based on Ranks per Partition using Nested Queries and CTEs in SQL.encrypted.m4a.part	0.0 KB
011 Filtering based on Ranks per Partition using Nested Queries and CTEs in SQL.encrypted.m4a.part.frag.urls	52.5 KB
011 Filtering based on Ranks per Partition using Nested Queries and CTEs in SQL.encrypted.mp4.part	0.0 KB
011 Filtering based on Ranks per Partition using Nested Queries and CTEs in SQL.encrypted.mp4.part.frag.urls	52.5 KB
011 Filtering based on Ranks per Partition using Nested Queries and CTEs in SQL_en.srt	8.3 KB
012 Create Students table with Data for ranking using SQL.mp4	8.0 MB
012 Create Students table with Data for ranking using SQL_en.srt	4.8 KB
013 Difference between rank and dense rank using SQL.mp4	15.5 MB
013 Difference between rank and dense rank using SQL_en.srt	9.9 KB
/temp/
index_47681948.mpd	34.7 KB
/07 - SQL Troubleshooting and Debugging Guide/
001 Introduction to SQL Troubleshooting and Debugging Guide.mp4	4.4 MB
001 Introduction to SQL Troubleshooting and Debugging Guide_en.srt	3.0 KB
002 Overview of Database Connectivity Issues.mp4	19.8 MB
002 Overview of Database Connectivity Issues_en.srt	11.9 KB
003 Validate and Setup Telnet on Mac or PC.mp4	24.0 MB
003 Validate and Setup Telnet on Mac or PC_en.srt	7.8 KB
004 Validate Connectivity to Database Server using telnet.mp4	8.7 MB
004 Validate Connectivity to Database Server using telnet_en.srt	7.5 KB
005 Troubleshoot Database Connectivity Issue with Correct Host Details.mp4	14.5 MB
005 Troubleshoot Database Connectivity Issue with Correct Host Details_en.srt	11.8 KB
006 Current Databases and Users in Postgres Database Server.mp4	12.5 MB
006 Current Databases and Users in Postgres Database Server_en.srt	8.0 KB
007 Troubleshoot Database Credentials and Permissions Issues.mp4	37.6 MB
007 Troubleshoot Database Credentials and Permissions Issues_en.srt	13.9 KB
008 Overview of Compilation of SQL Queries.mp4	14.4 MB
008 Overview of Compilation of SQL Queries_en.srt	9.4 KB
009 Troubleshooting Syntax Errors in SQL Queries.mp4	22.5 MB
009 Troubleshooting Syntax Errors in SQL Queries_en.srt	7.1 KB
010 Troubleshooting Semantec Errors in SQL Queries.mp4	17.9 MB
010 Troubleshooting Semantec Errors in SQL Queries_en.srt	9.5 KB
011 Overview of Bugs in SQL Queries.mp4	9.8 MB
011 Overview of Bugs in SQL Queries_en.srt	5.3 KB
012 Development Best Practices with tips to troubleshoot SQL bugs.mp4	11.4 MB
012 Development Best Practices with tips to troubleshoot SQL bugs_en.srt	6.8 KB
013 Develop Initial Solution based on the requirement.mp4	12.9 MB
013 Develop Initial Solution based on the requirement_en.srt	7.3 KB
014 Identify and Troubleshoot Bugs in SQL Queries.mp4	49.3 MB
014 Identify and Troubleshoot Bugs in SQL Queries_en.srt	14.2 KB
015 Develop Solution using Development Best Practices.mp4	13.8 MB
015 Develop Solution using Development Best Practices_en.srt	8.1 KB
/08 - Performance Tuning of SQL Queries/
001 Introduction to Performance Tuning of SQL Queries.mp4	10.0 MB
001 Introduction to Performance Tuning of SQL Queries_en.srt	5.8 KB
002 Overview of SQL Compilation Process and Explain Plans.mp4	37.9 MB
002 Overview of SQL Compilation Process and Explain Plans_en.srt	7.1 KB
003 Generate Explain Plans for SQL Queries.mp4	38.9 MB
003 Generate Explain Plans for SQL Queries_en.srt	9.4 KB
004 Review Tables used for Performance Tuning of SQL Queries.mp4	25.0 MB
004 Review Tables used for Performance Tuning of SQL Queries_en.srt	13.4 KB
005 Review Data Storage Internals for Tables and Indexes.mp4	14.9 MB
005 Review Data Storage Internals for Tables and Indexes_en.srt	9.0 KB
006 Review key terms used in Explain Plans for SQL Queries.mp4	13.9 MB
006 Review key terms used in Explain Plans for SQL Queries_en.srt	6.6 KB
007 Interpret Explain Plans for Basic SQL Queries.mp4	34.2 MB
007 Interpret Explain Plans for Basic SQL Queries_en.srt	9.2 KB
008 Review the Common Application Scenarios for Performance Tuning.mp4	12.0 MB
008 Review the Common Application Scenarios for Performance Tuning_en.srt	5.0 KB
009 Write SQL Queries for Customer Orders.mp4	24.7 MB
009 Write SQL Queries for Customer Orders_en.srt	8.9 KB
010 Performance Testing of SQL Queries using Stored Procedure.mp4	18.0 MB
010 Performance Testing of SQL Queries using Stored Procedure_en.srt	7.0 KB
011 Add Required Indexes to tune performance of SQL Queries.mp4	32.7 MB
011 Add Required Indexes to tune performance of SQL Queries_en.srt	12.1 KB
012 Guidelines on adding Indexes on Tables for SQL Queries.mp4	11.6 MB
012 Guidelines on adding Indexes on Tables for SQL Queries_en.srt	5.9 KB
013 Interpreting the explain plan for SQL Queries using Indexes.mp4	22.0 MB
013 Interpreting the explain plan for SQL Queries using Indexes_en.srt	9.5 KB
014 Conclusion of Performance Tuning of SQL Queries.mp4	11.5 MB
014 Conclusion of Performance Tuning of SQL Queries_en.srt	4.2 KB
/09 - Exercises for Basic SQL Queries/
001 Simple Exercises for Filtering and Aggregations.mp4	29.7 MB
001 Simple Exercises for Filtering and Aggregations_en.srt	7.7 KB
002 Exercises on Joins and Aggregations using SQL.mp4	12.3 MB
002 Exercises on Joins and Aggregations using SQL_en.srt	4.9 KB
/10 - Solutions for Basic SQL Queries/
001 Solutions for Filtering and Aggregations.mp4	42.1 MB
001 Solutions for Filtering and Aggregations_en.srt	8.2 KB
002 Solutions for Filtering and Aggregations.mp4	34.8 MB
002 Solutions for Filtering and Aggregations_en.srt	9.1 KB
003 Validate Data and Review Data Model Diagram.mp4	12.9 MB
003 Validate Data and Review Data Model Diagram_en.srt	5.9 KB
004 Solution for Exercise 1 to get Customer Order Count.mp4	56.3 MB
004 Solution for Exercise 1 to get Customer Order Count_en.srt	12.6 KB
005 Solution for Exercise 2 to get Dormant Customers using Outer Join.mp4	79.2 MB
005 Solution for Exercise 2 to get Dormant Customers using Outer Join_en.srt	18.4 KB
006 Solution for Exercise 3 to get Revenue Per Customer using Outer Join.mp4	65.3 MB
006 Solution for Exercise 3 to get Revenue Per Customer using Outer Join_en.srt	13.0 KB
007 Solution for Exercise 4 to get Revenue Per Category.mp4	58.1 MB
007 Solution for Exercise 4 to get Revenue Per Category_en.srt	12.0 KB
008 Solution for Exercise 5 to get Product Count Per Department.mp4	35.6 MB
008 Solution for Exercise 5 to get Product Count Per Department_en.srt	12.5 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/11 - Getting Started with Python/
001 Setup Visual Studio Workspace for Python Application Development.mp4	15.8 MB
001 Setup Visual Studio Workspace for Python Application Development_en.srt	10.7 KB
002 Setup Notebook Environment in VS Code Workspace.mp4	24.4 MB
002 Setup Notebook Environment in VS Code Workspace_en.srt	11.0 KB
003 Overview of VS Code Notebook Environment.mp4	9.5 MB
003 Overview of VS Code Notebook Environment_en.srt	8.2 KB
004 Overview of Cells in VS Code Notebook.mp4	13.6 MB
004 Overview of Cells in VS Code Notebook_en.srt	11.1 KB
005 Defining Functions in VS Code Notebooks.mp4	14.1 MB
005 Defining Functions in VS Code Notebooks_en.srt	10.4 KB
006 Run the Code in VS Code Notebook Cell by Line.mp4	12.6 MB
006 Run the Code in VS Code Notebook Cell by Line_en.srt	9.9 KB
007 Constants and Variables in Python.mp4	12.8 MB
007 Constants and Variables in Python_en.srt	9.8 KB
008 Overview of Python Data Types.mp4	10.2 MB
008 Overview of Python Data Types_en.srt	6.8 KB
009 Getting help on Python Variables and Functions.mp4	34.5 MB
009 Getting help on Python Variables and Functions_en.srt	10.6 KB
010 Pre-Defined String Manipulation Functions.mp4	16.9 MB
010 Pre-Defined String Manipulation Functions_en.srt	11.1 KB
011 Overview of Python Lists.mp4	20.7 MB
011 Overview of Python Lists_en.srt	11.7 KB
012 Loops and Conditions in Python.mp4	21.5 MB
012 Loops and Conditions in Python_en.srt	14.4 KB
013 User Defined Functions in Python.mp4	15.3 MB
013 User Defined Functions in Python_en.srt	11.1 KB
/12 - Python Collections for Data Engineering/
001 Overview of File IO using Python.mp4	28.3 MB
001 Overview of File IO using Python_en.srt	13.1 KB
002 Read Data from CSV File into Python List.mp4	10.6 MB
002 Read Data from CSV File into Python List_en.srt	6.2 KB
003 Overview of Python Collections.mp4	34.4 MB
003 Overview of Python Collections_en.srt	14.2 KB
004 Getting Started with Processing Python Lists.mp4	12.5 MB
004 Getting Started with Processing Python Lists_en.srt	5.3 KB
005 Overview of Lambda Functions in Python.mp4	15.9 MB
005 Overview of Lambda Functions in Python_en.srt	11.9 KB
006 Usage of Lambda Functions.mp4	11.5 MB
006 Usage of Lambda Functions_en.srt	6.2 KB
007 Filter Data in Python Lists using filter and lambda.mp4	21.1 MB
007 Filter Data in Python Lists using filter and lambda_en.srt	9.9 KB
008 Get unique values from list using map and set.mp4	22.4 MB
008 Get unique values from list using map and set_en.srt	9.9 KB
009 Sort Python lists using key.mp4	50.3 MB
009 Sort Python lists using key_en.srt	12.9 KB
010 Overview of JSON Strings and Files.mp4	14.1 MB
010 Overview of JSON Strings and Files_en.srt	6.6 KB
011 Read JSON Strings to Python dicts or lists.mp4	19.1 MB
011 Read JSON Strings to Python dicts or lists_en.srt	11.1 KB
012 Read JSON Schemas from file to Python dicts.mp4	18.4 MB
012 Read JSON Schemas from file to Python dicts_en.srt	10.6 KB
013 Overview of Processing JSON Data using Python.mp4	8.4 MB
013 Overview of Processing JSON Data using Python_en.srt	5.4 KB
014 Extract Details from Complex JSON Arrays using Python.mp4	13.2 MB
014 Extract Details from Complex JSON Arrays using Python_en.srt	6.3 KB
015 Sort Data in JSON Arrays using Python.mp4	16.2 MB
015 Sort Data in JSON Arrays using Python_en.srt	7.6 KB
016 Create Function to get Column Details from Schemas JSON File.mp4	24.6 MB
016 Create Function to get Column Details from Schemas JSON File_en.srt	9.3 KB
/13 - Data Processing using Pandas Dataframe APIs/
001 Overview of Pandas for Data Processing.mp4	29.4 MB
001 Overview of Pandas for Data Processing_en.srt	7.9 KB
002 Overview of Reading CSV Data using Pandas.mp4	18.9 MB
002 Overview of Reading CSV Data using Pandas_en.srt	7.7 KB
003 Read Data from CSV Files to Pandas Dataframes.mp4	17.9 MB
003 Read Data from CSV Files to Pandas Dataframes_en.srt	7.7 KB
004 Filter Data in Pandas Dataframe using query.mp4	48.7 MB
004 Filter Data in Pandas Dataframe using query_en.srt	12.2 KB
005 Get Count by Status using Pandas Dataframe APIs.mp4	30.3 MB
005 Get Count by Status using Pandas Dataframe APIs_en.srt	9.3 KB
006 Get count by Month and Status using Pandas Dataframe APIs.mp4	18.4 MB
006 Get count by Month and Status using Pandas Dataframe APIs_en.srt	7.7 KB
007 Create Dataframes using dynamic column list on CSV Data.mp4	21.0 MB
007 Create Dataframes using dynamic column list on CSV Data_en.srt	8.4 KB
008 Performing Inner Join between Pandas Dataframes.mp4	30.1 MB
008 Performing Inner Join between Pandas Dataframes_en.srt	7.4 KB
009 Perform Aggregations on Join results.mp4	16.1 MB
009 Perform Aggregations on Join results_en.srt	8.3 KB
010 Sort Data in Pandas Dataframes.mp4	28.8 MB
010 Sort Data in Pandas Dataframes_en.srt	11.3 KB
011 Overview of Writing Pandas Dataframes to Files.mp4	9.8 MB
011 Overview of Writing Pandas Dataframes to Files_en.srt	5.5 KB
012 Write Pandas Dataframes to JSON Files.mp4	68.4 MB
012 Write Pandas Dataframes to JSON Files_en.srt	12.3 KB
/14 - Project 1 - File Format Converter using Python/
001 Project 1 - File Format Converter Handout.html	2.4 KB
002 Get File Names to be processed using glob.mp4	25.7 MB
002 Get File Names to be processed using glob_en.srt	10.4 KB
003 Get Column Names using Schemas File.mp4	11.7 MB
003 Get Column Names using Schemas File_en.srt	7.2 KB
004 Get Data Set Names from File Names or Paths using regular expressions.mp4	15.3 MB
004 Get Data Set Names from File Names or Paths using regular expressions_en.srt	9.6 KB
005 Read CSV Data into Pandas Dataframe with Schema Dynamically.mp4	19.0 MB
005 Read CSV Data into Pandas Dataframe with Schema Dynamically_en.srt	8.4 KB
006 Generate File Paths for Target JSON Files Dynamically.mp4	11.8 MB
006 Generate File Paths for Target JSON Files Dynamically_en.srt	6.4 KB
007 Recap of Writing Pandas Dataframe to JSON File.mp4	10.2 MB
007 Recap of Writing Pandas Dataframe to JSON File_en.srt	4.2 KB
008 Write Pandas Dataframe to JSON Files.mp4	31.5 MB
008 Write Pandas Dataframe to JSON Files_en.srt	7.0 KB
009 Modularize File Format Converter for Dataset.mp4	43.4 MB
009 Modularize File Format Converter for Dataset_en.srt	9.2 KB
010 Wrapper to Process all Data Sets.mp4	31.3 MB
010 Wrapper to Process all Data Sets_en.srt	11.2 KB
011 Setup Project for File Format Converter using Python.mp4	11.5 MB
011 Setup Project for File Format Converter using Python_en.srt	6.9 KB
012 Install Dependencies for the Python Project using pip.mp4	12.1 MB
012 Install Dependencies for the Python Project using pip_en.srt	5.6 KB
013 Add Core Logic to Python Application.mp4	31.2 MB
013 Add Core Logic to Python Application_en.srt	6.9 KB
014 Overview of Run-time Arguments and Environment Variables.mp4	5.8 MB
014 Overview of Run-time Arguments and Environment Variables_en.srt	3.2 KB
015 Using Run Time Arguments in Python Applications.mp4	18.9 MB
015 Using Run Time Arguments in Python Applications_en.srt	9.1 KB
016 Overview of Environment Variables.mp4	10.5 MB
016 Overview of Environment Variables_en.srt	6.8 KB
017 Setting Environment Variables on Windows or Mac or Linux.mp4	22.1 MB
017 Setting Environment Variables on Windows or Mac or Linux_en.srt	8.1 KB
018 Use Environment Variables in Python Applications.mp4	32.6 MB
018 Use Environment Variables in Python Applications_en.srt	8.9 KB
019 Use Environment Variables in File Format Converter.mp4	38.6 MB
019 Use Environment Variables in File Format Converter_en.srt	15.7 KB
020 Pass JSON Array as argument to Python Applications.mp4	34.0 MB
020 Pass JSON Array as argument to Python Applications_en.srt	9.4 KB
021 Pass Data Sets as Run Time Arguments to File Format Converter.mp4	51.9 MB
021 Pass Data Sets as Run Time Arguments to File Format Converter_en.srt	15.6 KB
022 Exception Handling in Python Applications.mp4	9.3 MB
022 Exception Handling in Python Applications_en.srt	5.7 KB
023 Raising Exceptions in Python Applications.mp4	26.0 MB
023 Raising Exceptions in Python Applications_en.srt	6.7 KB
024 Exception Handling in File Format Converter Application.mp4	36.0 MB
024 Exception Handling in File Format Converter Application_en.srt	7.6 KB
/15 - Project 2 - Files to Database Loader/
001 Project 2 - Files To Database Loader Handout.html	2.3 KB
002 Install Python Dependencies for Pandas and Database Integration.mp4	17.0 MB
002 Install Python Dependencies for Pandas and Database Integration_en.srt	3.8 KB
003 Run Queries from Notebook using SQL Magic.mp4	26.1 MB
003 Run Queries from Notebook using SQL Magic_en.srt	13.6 KB
004 Validate Pandas and SQL Integration.mp4	41.1 MB
004 Validate Pandas and SQL Integration_en.srt	9.2 KB
005 Write CSV Data from File to Database Table.mp4	39.0 MB
005 Write CSV Data from File to Database Table_en.srt	10.0 KB
006 Write CSV Data from Files to Database Tables in Chunks.mp4	48.0 MB
006 Write CSV Data from Files to Database Tables in Chunks_en.srt	12.4 KB
007 Overview of Deploying File to DB Loader Project.mp4	62.5 MB
007 Overview of Deploying File to DB Loader Project_en.srt	16.1 KB
/16 - Troubleshooting and Debugging Python Issues/
001 Introduction to Troubleshooting and Debugging Python issues.mp4	7.9 MB
001 Introduction to Troubleshooting and Debugging Python issues_en.srt	4.9 KB
002 Guidelines for Troubleshooting and Debugging Python related Issues.mp4	5.6 MB
002 Guidelines for Troubleshooting and Debugging Python related Issues_en.srt	3.4 KB
003 Overview of Database Connectivity using Python Applications.mp4	21.9 MB
003 Overview of Database Connectivity using Python Applications_en.srt	12.0 KB
004 Overview of Database Connectivity using Python.mp4	11.9 MB
004 Overview of Database Connectivity using Python_en.srt	7.3 KB
005 Troubleshoot Network Connectivity to the Database Server using telnet.mp4	13.6 MB
005 Troubleshoot Network Connectivity to the Database Server using telnet_en.srt	6.4 KB
006 Troubleshoot Module Related issues for Database Connectivity using Python.mp4	41.6 MB
006 Troubleshoot Module Related issues for Database Connectivity using Python_en.srt	9.0 KB
007 Troubleshoot Credentials Related issues for Database Connectivity using Python.mp4	21.9 MB
007 Troubleshoot Credentials Related issues for Database Connectivity using Python_en.srt	5.6 KB
008 Overview of Python process to run Python Applications.mp4	9.6 MB
008 Overview of Python process to run Python Applications_en.srt	4.5 KB
009 Troubleshooting Compilation Errors in Python.mp4	14.0 MB
009 Troubleshooting Compilation Errors in Python_en.srt	8.7 KB
010 Troubleshooting Run Time Errors in Python.mp4	12.1 MB
010 Troubleshooting Run Time Errors in Python_en.srt	6.6 KB
011 Overview of Software Development Life Cycle.mp4	11.6 MB
011 Overview of Software Development Life Cycle_en.srt	6.1 KB
012 Overview of Unit Testing or Validation of Applications.mp4	30.4 MB
012 Overview of Unit Testing or Validation of Applications_en.srt	5.7 KB
013 Overview of Debugging VS Code Notebooks using Debug Feature.mp4	34.3 MB
013 Overview of Debugging VS Code Notebooks using Debug Feature_en.srt	16.8 KB
014 Debug VS Code Notebooks using Debug Feature.mp4	77.3 MB
014 Debug VS Code Notebooks using Debug Feature_en.srt	17.6 KB
015 Getting Started with Debugging of Python Programs using VS Code.mp4	9.7 MB
015 Getting Started with Debugging of Python Programs using VS Code_en.srt	4.3 KB
016 Recap of running File Format Converter application.mp4	27.9 MB
016 Recap of running File Format Converter application_en.srt	11.2 KB
017 Debug Python Application using VS Code with breakpoints.mp4	29.3 MB
017 Debug Python Application using VS Code with breakpoints_en.srt	11.9 KB
018 Managing Breakpoints for Debugging in VS Code.mp4	13.0 MB
018 Managing Breakpoints for Debugging in VS Code_en.srt	5.3 KB
019 Conclusion to Troubleshooting and Debugging Python Issues.mp4	6.8 MB
019 Conclusion to Troubleshooting and Debugging Python Issues_en.srt	3.8 KB
/17 - Performance Tuning of Python Applications/
001 Introduction to Performance of Python Applications.mp4	21.1 MB
001 Introduction to Performance of Python Applications_en.srt	11.0 KB
002 Setup Database Loader Python Application.mp4	23.6 MB
002 Setup Database Loader Python Application_en.srt	9.9 KB
003 Ensure Postgres Database is setup for file to db loader Python Application.mp4	52.8 MB
003 Ensure Postgres Database is setup for file to db loader Python Application_en.srt	15.8 KB
004 Cleanup the tables to run file to db loader application.mp4	11.8 MB
004 Cleanup the tables to run file to db loader application_en.srt	4.7 KB
005 Run and Validate File to DB Loader Application.mp4	28.0 MB
005 Run and Validate File to DB Loader Application_en.srt	9.8 KB
006 Fix the error message in file to db loader application.mp4	19.7 MB
006 Fix the error message in file to db loader application_en.srt	4.1 KB
007 Overview of Execution of file to db loader application.mp4	33.8 MB
007 Overview of Execution of file to db loader application_en.srt	12.4 KB
008 Performance Tuning using Chunksize in Pandas.mp4	36.8 MB
008 Performance Tuning using Chunksize in Pandas_en.srt	11.5 KB
009 Review Pandas Data Frame API to load data into the target table.mp4	57.6 MB
009 Review Pandas Data Frame API to load data into the target table_en.srt	14.7 KB
010 Overview of multi or batch insert into Database Tables.mp4	14.1 MB
010 Overview of multi or batch insert into Database Tables_en.srt	8.3 KB
011 Develop application for multiprocessing.mp4	8.2 MB
011 Develop application for multiprocessing_en.srt	5.1 KB
012 Getting Started with Multiprocessing using Python.mp4	14.6 MB
012 Getting Started with Multiprocessing using Python_en.srt	9.0 KB
013 Invoking User Defined Functions using multiprocessing in Python.mp4	27.2 MB
013 Invoking User Defined Functions using multiprocessing in Python_en.srt	9.9 KB
014 Refactor File to Database Loader Application for Multiprocessing.mp4	41.6 MB
014 Refactor File to Database Loader Application for Multiprocessing_en.srt	7.8 KB
015 Add Parallel Processing to file to db loader Python Application.mp4	36.0 MB
015 Add Parallel Processing to file to db loader Python Application_en.srt	7.7 KB
016 Validate File to DB Loader Application with Multiprocessing.mp4	39.8 MB
016 Validate File to DB Loader Application with Multiprocessing_en.srt	11.7 KB
017 Understanding the concept of Multiprocessing in Python.mp4	28.7 MB
017 Understanding the concept of Multiprocessing in Python_en.srt	12.5 KB
018 Performance Tuning Scenarios of Python Applications.mp4	15.8 MB
018 Performance Tuning Scenarios of Python Applications_en.srt	8.0 KB
/18 - Getting Started with GCP/
001 Introduction to Getting Started with GCP.mp4	4.4 MB
001 Introduction to Getting Started with GCP_en.srt	1.8 KB
002 Pre-requisite Skills to Sign up for course on GCP Data Analytics.mp4	5.6 MB
002 Pre-requisite Skills to Sign up for course on GCP Data Analytics_en.srt	3.6 KB
003 Overview of Cloud Platforms.mp4	8.8 MB
003 Overview of Cloud Platforms_en.srt	7.0 KB
004 Overview of Google Cloud Platform or GCP.mp4	12.1 MB
004 Overview of Google Cloud Platform or GCP_en.srt	5.8 KB
005 Overview of Signing for GCP Account.mp4	6.1 MB
005 Overview of Signing for GCP Account_en.srt	3.0 KB
006 Create New Google Account using Non Gmail Id.mp4	6.2 MB
006 Create New Google Account using Non Gmail Id_en.srt	3.7 KB
007 Sign up for GCP using Google Account.mp4	8.1 MB
007 Sign up for GCP using Google Account_en.srt	5.5 KB
008 Overview of GCP Credits.mp4	22.0 MB
008 Overview of GCP Credits_en.srt	6.0 KB
009 Overview of GCP Project and Billing.mp4	6.6 MB
009 Overview of GCP Project and Billing_en.srt	3.7 KB
010 Overview of Google Cloud Shell.mp4	10.8 MB
010 Overview of Google Cloud Shell_en.srt	5.8 KB
011 Install Google Cloud SDK on Windows.mp4	37.4 MB
011 Install Google Cloud SDK on Windows_en.srt	7.5 KB
012 Initialize gcloud CLI using GCP Project.mp4	26.9 MB
012 Initialize gcloud CLI using GCP Project_en.srt	5.2 KB
013 Reinitialize Google Cloud Shell with Project id.mp4	12.3 MB
013 Reinitialize Google Cloud Shell with Project id_en.srt	4.7 KB
014 Overview of Analytics Services on GCP.mp4	8.7 MB
014 Overview of Analytics Services on GCP_en.srt	3.9 KB
015 Conclusion to Get Started with GCP for Data Engineering.mp4	4.4 MB
015 Conclusion to Get Started with GCP for Data Engineering_en.srt	1.7 KB
/19 - Overview of Big Data and Data Lakes/
001 Different Types of Databases.mp4	4.3 MB
001 Different Types of Databases_en.srt	3.5 KB
002 Usecases for Different Types of Databases.mp4	9.5 MB
002 Usecases for Different Types of Databases_en.srt	6.7 KB
003 Technologies for Different Types of Databases.mp4	9.6 MB
003 Technologies for Different Types of Databases_en.srt	6.0 KB
004 Volumes for Different Types of Databases.mp4	9.6 MB
004 Volumes for Different Types of Databases_en.srt	5.8 KB
005 Overview of Big Data.mp4	14.5 MB
005 Overview of Big Data_en.srt	7.3 KB
006 Evolution of Big Data Technologies.mp4	6.3 MB
006 Evolution of Big Data Technologies_en.srt	4.4 KB
007 Overview of Data Lake using Hadoop eco system.mp4	14.8 MB
007 Overview of Data Lake using Hadoop eco system_en.srt	10.4 KB
008 Limitations of Hadoop eco system.mp4	13.4 MB
008 Limitations of Hadoop eco system_en.srt	9.5 KB
009 Overview of Modern Data Lakes on Cloud.mp4	6.9 MB
009 Overview of Modern Data Lakes on Cloud_en.srt	4.5 KB
010 Implementation of Modern Data Lakes on Cloud.mp4	9.1 MB
010 Implementation of Modern Data Lakes on Cloud_en.srt	6.0 KB
011 Advantages of Modern Data Lakes on Cloud.mp4	11.0 MB
011 Advantages of Modern Data Lakes on Cloud_en.srt	6.7 KB
/20 - Overview of Spark and Spark Architecture/
001 Overview of Data Processing.mp4	13.1 MB
001 Overview of Data Processing_en.srt	9.0 KB
002 Overview of Data Processing Libraries.mp4	4.4 MB
002 Overview of Data Processing Libraries_en.srt	3.3 KB
003 Setup Environment to explore Pandas, Dask and Pyspark.mp4	38.6 MB
003 Setup Environment to explore Pandas, Dask and Pyspark_en.srt	8.1 KB
004 Code Examples of Pandas, Dask and Pyspark.mp4	43.1 MB
004 Code Examples of Pandas, Dask and Pyspark_en.srt	11.5 KB
005 Differences between Pandas, Dask and Pyspark.mp4	22.1 MB
005 Differences between Pandas, Dask and Pyspark_en.srt	11.0 KB
006 Overview of Distributed Computing.mp4	20.9 MB
006 Overview of Distributed Computing_en.srt	8.5 KB
007 Overview of Official Documentation of Apache Spark.mp4	26.7 MB
007 Overview of Official Documentation of Apache Spark_en.srt	6.7 KB
008 Overview of Spark Key Features and Platforms.mp4	35.5 MB
008 Overview of Spark Key Features and Platforms_en.srt	8.7 KB
009 Overview of Spark Infrastructure.mp4	10.2 MB
009 Overview of Spark Infrastructure_en.srt	6.2 KB
010 Overview of Spark Cluster using Databricks.mp4	31.2 MB
010 Overview of Spark Cluster using Databricks_en.srt	10.0 KB
011 Overview of Executors in Spark Cluster.mp4	17.1 MB
011 Overview of Executors in Spark Cluster_en.srt	4.5 KB
012 Overview of Spark Glossary.mp4	11.0 MB
012 Overview of Spark Glossary_en.srt	3.0 KB
013 Understand Spark Key Terms.mp4	40.6 MB
013 Understand Spark Key Terms_en.srt	12.1 KB
/21 - Setup Databricks Environment using GCP/
001 Overview of Databicks on GCP.mp4	3.6 MB
001 Overview of Databicks on GCP_en.srt	2.0 KB
002 Signing up for Databricks on GCP.mp4	16.9 MB
002 Signing up for Databricks on GCP_en.srt	7.3 KB
003 Create Databricks Workspace on GCP.mp4	10.2 MB
003 Create Databricks Workspace on GCP_en.srt	8.2 KB
004 Getting Started with Databricks Clusters on GCP.mp4	7.8 MB
004 Getting Started with Databricks Clusters on GCP_en.srt	5.5 KB
005 Getting Started with Databricks Notebook.mp4	7.7 MB
005 Getting Started with Databricks Notebook_en.srt	6.3 KB
006 Overview of Databricks on GCP.mp4	25.2 MB
006 Overview of Databricks on GCP_en.srt	12.1 KB
007 High level architecture of Databricks.mp4	22.4 MB
007 High level architecture of Databricks_en.srt	9.1 KB
008 Setup Databricks CLI on Mac or Windows.mp4	14.9 MB
008 Setup Databricks CLI on Mac or Windows_en.srt	9.8 KB
009 Overview of Databricks CLI and other clients.mp4	17.2 MB
009 Overview of Databricks CLI and other clients_en.srt	8.3 KB
010 Configure Databricks CLI on Mac or Windows.mp4	31.1 MB
010 Configure Databricks CLI on Mac or Windows_en.srt	9.7 KB
011 Troubleshoot issues to configure Databricks CLI.mp4	17.0 MB
011 Troubleshoot issues to configure Databricks CLI_en.srt	9.0 KB
012 Overview of Databricks CLI Commands.mp4	46.2 MB
012 Overview of Databricks CLI Commands_en.srt	10.2 KB
013 Setup Data Repository for Data Sets.mp4	16.4 MB
013 Setup Data Repository for Data Sets_en.srt	3.6 KB
014 Setup Data Sets in DBFS using Databricks CLI Commands.mp4	37.0 MB
014 Setup Data Sets in DBFS using Databricks CLI Commands_en.srt	8.6 KB
/22 - Basic Transformations using Spark SQL/
001 Process Data in DBFS using Databricks Spark SQL.mp4	16.4 MB
001 Process Data in DBFS using Databricks Spark SQL_en.srt	8.0 KB
002 Getting Started with Spark SQL Example using Databricks.mp4	33.3 MB
002 Getting Started with Spark SQL Example using Databricks_en.srt	8.3 KB
003 Create Temporary Views using Spark SQL.mp4	37.7 MB
003 Create Temporary Views using Spark SQL_en.srt	11.7 KB
004 Exercise to create temporary views using Spark SQL.mp4	6.3 MB
004 Exercise to create temporary views using Spark SQL_en.srt	2.5 KB
005 Spark SQL Query to compute Daily Product Revenue.mp4	23.9 MB
005 Spark SQL Query to compute Daily Product Revenue_en.srt	10.0 KB
006 Save Query Result to DBFS using Spark SQL.mp4	27.7 MB
006 Save Query Result to DBFS using Spark SQL_en.srt	7.4 KB
007 Overview of Pyspark Examples on Databricks.mp4	4.1 MB
007 Overview of Pyspark Examples on Databricks_en.srt	1.7 KB
008 Process Schema Details in JSON using Pyspark.mp4	41.1 MB
008 Process Schema Details in JSON using Pyspark_en.srt	12.4 KB
009 Create Dataframe with Schema from JSON File using Pyspark.mp4	45.3 MB
009 Create Dataframe with Schema from JSON File using Pyspark_en.srt	10.0 KB
010 Transform Data using Spark APIs.mp4	23.5 MB
010 Transform Data using Spark APIs_en.srt	7.1 KB
011 Get Schema Details for all Data Sets using Pyspark.mp4	13.7 MB
011 Get Schema Details for all Data Sets using Pyspark_en.srt	6.6 KB
012 Convert CSV to Parquet with Schema using Pyspark.mp4	31.1 MB
012 Convert CSV to Parquet with Schema using Pyspark_en.srt	8.0 KB
/23 - Create Delta Tables using Spark SQL/
001 Introduction to Creating Delta Tables using Spark SQL.mp4	4.3 MB
001 Introduction to Creating Delta Tables using Spark SQL_en.srt	2.9 KB
002 Overview of Supported Providers for Spark Metastore Tables.mp4	5.6 MB
002 Overview of Supported Providers for Spark Metastore Tables_en.srt	3.9 KB
003 Create Database and Review the Details.mp4	32.3 MB
003 Create Database and Review the Details_en.srt	10.9 KB
004 Create and Review Managed Spark Metastore Table using Delta Format.mp4	22.3 MB
004 Create and Review Managed Spark Metastore Table using Delta Format_en.srt	8.7 KB
005 Copy Data into Spark Metastore Managed Table.mp4	33.9 MB
005 Copy Data into Spark Metastore Managed Table_en.srt	8.6 KB
006 Validate Data in Spark Metastore Managed Table.mp4	13.4 MB
006 Validate Data in Spark Metastore Managed Table_en.srt	6.0 KB
007 Create and Review External Spark Metastore Table using Delta Format.mp4	20.4 MB
007 Create and Review External Spark Metastore Table using Delta Format_en.srt	7.7 KB
008 Insert Data into Spark Metastore External Table.mp4	20.3 MB
008 Insert Data into Spark Metastore External Table_en.srt	6.4 KB
009 Validate Data in Spark Metastore External Table.mp4	20.0 MB
009 Validate Data in Spark Metastore External Table_en.srt	5.4 KB
010 Overview of Spark Metastore.mp4	23.5 MB
010 Overview of Spark Metastore_en.srt	8.4 KB
011 Difference Between Managed and External Spark Metastore Tables.mp4	22.4 MB
011 Difference Between Managed and External Spark Metastore Tables_en.srt	12.0 KB
012 Perform CRUD Operations on Delta Tables in Spark Metastore.mp4	21.3 MB
012 Perform CRUD Operations on Delta Tables in Spark Metastore_en.srt	10.4 KB
013 Using Merge to Update and Insert into Delta Tables in Spark Metastore.mp4	46.5 MB
013 Using Merge to Update and Insert into Delta Tables in Spark Metastore_en.srt	16.1 KB
014 Conclusion of Creating Delta Tables using Spark SQL.mp4	6.2 MB
014 Conclusion of Creating Delta Tables using Spark SQL_en.srt	4.3 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/24 - Pre-Defined Functions in Spark SQL/
001 Overview of Functions in Spark SQL.mp4	8.7 MB
001 Overview of Functions in Spark SQL_en.srt	5.0 KB
002 Validate Functions in Spark SQL.mp4	19.8 MB
002 Validate Functions in Spark SQL_en.srt	6.4 KB
003 Overview of String Manipulation Functions in Spark SQL.mp4	5.1 MB
003 Overview of String Manipulation Functions in Spark SQL_en.srt	3.1 KB
004 Case Conversion and Length of Strings using Spark SQL.mp4	24.7 MB
004 Case Conversion and Length of Strings using Spark SQL_en.srt	6.4 KB
005 Extract Substring using substr in Spark SQL.mp4	31.1 MB
005 Extract Substring using substr in Spark SQL_en.srt	7.7 KB
006 Extract Substrings from Delimited Strings using split in Spark SQL.mp4	17.7 MB
006 Extract Substrings from Delimited Strings using split in Spark SQL_en.srt	7.0 KB
007 Trimming Characters or Strings using Spark SQL.mp4	48.1 MB
007 Trimming Characters or Strings using Spark SQL_en.srt	14.9 KB
008 Padding Characters to Strings using Spark SQL.mp4	36.8 MB
008 Padding Characters to Strings using Spark SQL_en.srt	12.0 KB
009 Reverse and Concatenate Strings using Spark SQL.mp4	36.2 MB
009 Reverse and Concatenate Strings using Spark SQL_en.srt	10.8 KB
010 Overview of Date Manipulation Functions in Spark SQL.mp4	4.4 MB
010 Overview of Date Manipulation Functions in Spark SQL_en.srt	2.8 KB
011 Overview of Standard Date and Timestamp in Spark SQL.mp4	9.6 MB
011 Overview of Standard Date and Timestamp in Spark SQL_en.srt	5.0 KB
012 Date Arithmetic using Spark SQL Functions.mp4	17.4 MB
012 Date Arithmetic using Spark SQL Functions_en.srt	7.1 KB
013 Overview of trunc and date_trunc in Spark SQL.mp4	32.4 MB
013 Overview of trunc and date_trunc in Spark SQL_en.srt	7.9 KB
014 Extract Information from Date or Time using Spark SQL.mp4	52.1 MB
014 Extract Information from Date or Time using Spark SQL_en.srt	12.5 KB
015 Convert Non Standard Dates or Timestamps to Standard Ones using Spark SQL.mp4	25.4 MB
015 Convert Non Standard Dates or Timestamps to Standard Ones using Spark SQL_en.srt	11.7 KB
016 Extract Information using Calendar Functions from Date or Timestamp using Spark.mp4	11.2 MB
016 Extract Information using Calendar Functions from Date or Timestamp using Spark_en.srt	4.5 KB
017 Dealing with Unix Timestamp using Spark SQL.mp4	34.9 MB
017 Dealing with Unix Timestamp using Spark SQL_en.srt	13.3 KB
018 Overview of Numeric Functions in Spark SQL.mp4	76.0 MB
018 Overview of Numeric Functions in Spark SQL_en.srt	18.6 KB
019 Data Type Conversion using Spark SQL.mp4	35.3 MB
019 Data Type Conversion using Spark SQL_en.srt	9.8 KB
020 Overview of Handling Null Values using Spark SQL.mp4	19.9 MB
020 Overview of Handling Null Values using Spark SQL_en.srt	5.9 KB
021 Replace Null Values with default values using nvl and coalesce in Spark SQL.mp4	35.5 MB
021 Replace Null Values with default values using nvl and coalesce in Spark SQL_en.srt	10.0 KB
022 Conditional Logic on Null Values using nvl2 and case in Spark SQL.mp4	22.6 MB
022 Conditional Logic on Null Values using nvl2 and case in Spark SQL_en.srt	9.4 KB
023 Overview of Case and When in Spark SQL.mp4	10.2 MB
023 Overview of Case and When in Spark SQL_en.srt	5.2 KB
024 Using CASE and WHEN for conditional logic in Spark SQL.mp4	35.1 MB
024 Using CASE and WHEN for conditional logic in Spark SQL_en.srt	8.6 KB
025 Aggregate using CASE and WHEN in GROUP BY in Spark SQL.mp4	10.4 MB
025 Aggregate using CASE and WHEN in GROUP BY in Spark SQL_en.srt	5.8 KB
026 Word Count Query using Pre-defined Functions in Spark SQL.mp4	39.9 MB
026 Word Count Query using Pre-defined Functions in Spark SQL_en.srt	10.1 KB
027 Exercises for Pre-defined functions in Spark SQL.mp4	9.3 MB
027 Exercises for Pre-defined functions in Spark SQL_en.srt	3.2 KB
028 Solutions for Exercises 1 and 2 on Pre-defined Functions in Spark SQL.mp4	47.5 MB
028 Solutions for Exercises 1 and 2 on Pre-defined Functions in Spark SQL_en.srt	12.7 KB
029 Solutions for Exercises 3 and 4 on Pre-defined Functions in Spark SQL.mp4	32.7 MB
029 Solutions for Exercises 3 and 4 on Pre-defined Functions in Spark SQL_en.srt	8.6 KB
030 Solutions for Exercises 5 and 6 on Pre-defined Functions in Spark SQL.mp4	59.5 MB
030 Solutions for Exercises 5 and 6 on Pre-defined Functions in Spark SQL_en.srt	15.1 KB
031 Solutions for Exercises 7 and 8 on Pre-defined Functions in Spark SQL.mp4	59.6 MB
031 Solutions for Exercises 7 and 8 on Pre-defined Functions in Spark SQL_en.srt	15.7 KB
/25 - Setup Spark Metastore Tables for Basic Transformations/
001 Introduction to Basic Transformations using Spark SQL.mp4	4.3 MB
001 Introduction to Basic Transformations using Spark SQL_en.srt	3.2 KB
002 Prepare Spark Metastore Tables for Basic Transformations.mp4	19.4 MB
002 Prepare Spark Metastore Tables for Basic Transformations_en.srt	7.5 KB
003 Projecting Data using Spark SQL.mp4	23.4 MB
003 Projecting Data using Spark SQL_en.srt	10.0 KB
/26 - Filtering Data using Spark SQL Queries/
001 Filtering Data using Equal Condition in Spark SQL.mp4	17.6 MB
001 Filtering Data using Equal Condition in Spark SQL_en.srt	8.3 KB
002 Using IN, LIKE and BETWEEN in Spark SQL Queries.mp4	27.6 MB
002 Using IN, LIKE and BETWEEN in Spark SQL Queries_en.srt	7.7 KB
003 Filter Data using Boolean AND in Spark SQL Queries.mp4	17.1 MB
003 Filter Data using Boolean AND in Spark SQL Queries_en.srt	7.5 KB
004 Filter Data using Boolean OR in Spark SQL Queries.mp4	14.2 MB
004 Filter Data using Boolean OR in Spark SQL Queries_en.srt	7.2 KB
005 Dealing with NULLS while Filtering Data in Spark SQL Queries.mp4	11.8 MB
005 Dealing with NULLS while Filtering Data in Spark SQL Queries_en.srt	5.9 KB
/27 - Aggregations using Spark SQL Queries/
001 Perform Total Aggregations using Spark SQL Queries.mp4	35.4 MB
001 Perform Total Aggregations using Spark SQL Queries_en.srt	11.8 KB
002 Overview of Aggregations using GROUP BY in Spark SQL Queries.mp4	14.5 MB
002 Overview of Aggregations using GROUP BY in Spark SQL Queries_en.srt	7.7 KB
003 GROUP BY Examples using Spark SQL Queries.mp4	14.9 MB
003 GROUP BY Examples using Spark SQL Queries_en.srt	8.4 KB
004 Order of Execution of Spark SQL Queries.mp4	19.0 MB
004 Order of Execution of Spark SQL Queries_en.srt	10.7 KB
005 Filter Data based on Aggregate Results using HAVING in Spark SQL Queries.mp4	20.2 MB
005 Filter Data based on Aggregate Results using HAVING in Spark SQL Queries_en.srt	10.9 KB
/28 - Joins using Spark SQL Queries/
001 Overview of Joins in Spark SQL Queries.mp4	10.0 MB
001 Overview of Joins in Spark SQL Queries_en.srt	7.4 KB
002 Inner Join using Spark SQL Queries.mp4	30.8 MB
002 Inner Join using Spark SQL Queries_en.srt	10.7 KB
003 Concepts Behind Inner Joins in Spark SQL.mp4	28.8 MB
003 Concepts Behind Inner Joins in Spark SQL_en.srt	8.4 KB
004 Outer Joins using Spark SQL Queries.mp4	44.9 MB
004 Outer Joins using Spark SQL Queries_en.srt	15.2 KB
005 Example - Inner Join along with GROUP BY using Spark SQL Queries.mp4	13.5 MB
005 Example - Inner Join along with GROUP BY using Spark SQL Queries_en.srt	5.3 KB
006 Example - Outer Join along with GROUP BY using Spark SQL Queries.mp4	14.2 MB
006 Example - Outer Join along with GROUP BY using Spark SQL Queries_en.srt	5.8 KB
007 Example - Filtering and Outer Joins along with GROUP BY in Spark SQL Queries.mp4	21.7 MB
007 Example - Filtering and Outer Joins along with GROUP BY in Spark SQL Queries_en.srt	5.5 KB
008 Example - Filtering and Outer Joins along with GROUP BY in Spark SQL Queries.mp4	16.2 MB
008 Example - Filtering and Outer Joins along with GROUP BY in Spark SQL Queries_en.srt	6.5 KB
/29 - Sorting using Spark SQL Queries/
001 Sorting Data using Spark SQL Queries.mp4	16.3 MB
001 Sorting Data using Spark SQL Queries_en.srt	7.1 KB
002 Dealing with Nulls while Sorting Data using Spark SQL Queries.mp4	15.8 MB
002 Dealing with Nulls while Sorting Data using Spark SQL Queries_en.srt	6.3 KB
/30 - Copy Query Results into Spark Metastore Tables/
001 Overview of Copying Query Results into Spark Metastore Tables.mp4	6.1 MB
001 Overview of Copying Query Results into Spark Metastore Tables_en.srt	4.2 KB
002 Query to Compute Daily Revenue using Spark SQL.mp4	7.0 MB
002 Query to Compute Daily Revenue using Spark SQL_en.srt	3.7 KB
003 Copy Query Results into Spark Metastore Tables using CTAS.mp4	17.4 MB
003 Copy Query Results into Spark Metastore Tables using CTAS_en.srt	8.2 KB
004 Copy Query Results into Spark Metastore Tables using INSERT.mp4	14.2 MB
004 Copy Query Results into Spark Metastore Tables using INSERT_en.srt	6.6 KB
005 Design Pipeline using CTAS and INSERT in Spark SQL.mp4	53.0 MB
005 Design Pipeline using CTAS and INSERT in Spark SQL_en.srt	15.7 KB
006 Copy Query Results into Spark Meatstore Tables using MERGE.mp4	26.7 MB
006 Copy Query Results into Spark Meatstore Tables using MERGE_en.srt	12.2 KB
/31 - Ranking using Spark SQL Windowing Functions/
001 Ranking using Spark SQL Windowing Functions.mp4	3.1 MB
001 Ranking using Spark SQL Windowing Functions_en.srt	2.3 KB
002 Create Temporary View for ranking using Spark SQL Windowing Functions.mp4	5.8 MB
002 Create Temporary View for ranking using Spark SQL Windowing Functions_en.srt	2.9 KB
003 Compute Global Rank using Spark SQL Windowing Functions.mp4	19.4 MB
003 Compute Global Rank using Spark SQL Windowing Functions_en.srt	9.2 KB
004 Compute Ranks Per Key using Spark SQL Windowing Functions.mp4	15.7 MB
004 Compute Ranks Per Key using Spark SQL Windowing Functions_en.srt	6.2 KB
005 Difference Between rank and dense_rank.mp4	11.3 MB
005 Difference Between rank and dense_rank_en.srt	7.0 KB
006 Filter on Ranks using Spark SQL Windowing Functions.mp4	41.4 MB
006 Filter on Ranks using Spark SQL Windowing Functions_en.srt	11.2 KB
/32 - Processing JSON like Data using Spark SQL/
001 Overview of JSON.mp4	11.1 MB
001 Overview of JSON_en.srt	8.2 KB
002 Creating Spark Metastore Tables with Array Type Columns.mp4	14.4 MB
002 Creating Spark Metastore Tables with Array Type Columns_en.srt	7.5 KB
003 Dealing with Array Type Columns using Spark SQL Queries.mp4	17.5 MB
003 Dealing with Array Type Columns using Spark SQL Queries_en.srt	8.7 KB
004 Creating Spark Metastore Tables with Struct Type Columns.mp4	8.1 MB
004 Creating Spark Metastore Tables with Struct Type Columns_en.srt	5.9 KB
005 Projecting Data From Struct Type Fields in Spark SQL.mp4	20.5 MB
005 Projecting Data From Struct Type Fields in Spark SQL_en.srt	7.3 KB
006 Creating Spark Metastore Tables with Array of Struct Column.mp4	18.2 MB
006 Creating Spark Metastore Tables with Array of Struct Column_en.srt	6.7 KB
007 Dealing with Array of Struct Type Columns using Spark SQL Queries.mp4	22.0 MB
007 Dealing with Array of Struct Type Columns using Spark SQL Queries_en.srt	7.7 KB
008 Overview of Important Functions to Process JSON Data in Spark SQL.mp4	11.0 MB
008 Overview of Important Functions to Process JSON Data in Spark SQL_en.srt	6.5 KB
009 Generate Array Type Columns from Regular Columns in Spark SQL.mp4	21.9 MB
009 Generate Array Type Columns from Regular Columns in Spark SQL_en.srt	8.2 KB
010 Generate Array of Struct Type Columns from Regular Columns in Spark SQL.mp4	15.8 MB
010 Generate Array of Struct Type Columns from Regular Columns in Spark SQL_en.srt	7.0 KB
011 Processing Delimited Strings using Spark SQL Queries.mp4	20.0 MB
011 Processing Delimited Strings using Spark SQL Queries_en.srt	7.4 KB
/33 - Getting Started with Pyspark Data Frame APIs/
001 Overview of Pyspark Examples on Databricks.mp4	4.1 MB
001 Overview of Pyspark Examples on Databricks_en.srt	1.7 KB
002 Process Schema Details in JSON using Pyspark.mp4	41.1 MB
002 Process Schema Details in JSON using Pyspark_en.srt	12.4 KB
003 Create Dataframe with Schema from JSON File using Pyspark.mp4	45.3 MB
003 Create Dataframe with Schema from JSON File using Pyspark_en.srt	10.0 KB
004 Transform Data using Spark APIs.mp4	23.5 MB
004 Transform Data using Spark APIs_en.srt	7.1 KB
005 Get Schema Details for all Data Sets using Pyspark.mp4	13.7 MB
005 Get Schema Details for all Data Sets using Pyspark_en.srt	6.6 KB
006 Convert CSV to Parquet with Schema using Pyspark.mp4	31.1 MB
006 Convert CSV to Parquet with Schema using Pyspark_en.srt	8.0 KB
/34 - Create Spark Data Frames using Pyspark Data Frame APIs/
001 Create Spark Data Frame using Pyspark Data Frame APIs.mp4	14.3 MB
001 Create Spark Data Frame using Pyspark Data Frame APIs_en.srt	7.5 KB
002 Introduction to Processing JSON like Data using Spark SQL.mp4	2.5 MB
002 Introduction to Processing JSON like Data using Spark SQL_en.srt	2.1 KB
003 Overview of Data Processing using Conventional loops.mp4	31.5 MB
003 Overview of Data Processing using Conventional loops_en.srt	11.4 KB
004 Overview of Data Frame Concepts.mp4	17.7 MB
004 Overview of Data Frame Concepts_en.srt	9.7 KB
005 Advantages of Pyspark Data Frames.mp4	9.6 MB
005 Advantages of Pyspark Data Frames_en.srt	5.5 KB
006 Overview of Spark Data Frames and their Characteristics.mp4	20.2 MB
006 Overview of Spark Data Frames and their Characteristics_en.srt	9.0 KB
007 Projecting Data in Spark Data Frames using Select.mp4	11.9 MB
007 Projecting Data in Spark Data Frames using Select_en.srt	6.8 KB
008 Using drop to drop columns from Spark Data Frame.mp4	7.9 MB
008 Using drop to drop columns from Spark Data Frame_en.srt	4.3 KB
009 Applying functions on Spark Data Frame Columns.mp4	19.6 MB
009 Applying functions on Spark Data Frame Columns_en.srt	10.5 KB
010 Using withColumn to apply transformations on Spark Data Frames.mp4	11.6 MB
010 Using withColumn to apply transformations on Spark Data Frames_en.srt	5.9 KB
011 Overview of Writing Data in Data Frame to Delta Files.mp4	26.8 MB
011 Overview of Writing Data in Data Frame to Delta Files_en.srt	8.4 KB
/35 - Basic Transformations using Pyspark Data Frame APIs/
001 Overview of Basic Transformations using Pyspark Data Frame APIs.mp4	5.8 MB
001 Overview of Basic Transformations using Pyspark Data Frame APIs_en.srt	5.2 KB
002 Overview of Row Level Transformations.mp4	23.5 MB
002 Overview of Row Level Transformations_en.srt	9.1 KB
003 Apply Row Level transformations using Pyspark Data Frame APIs.mp4	29.7 MB
003 Apply Row Level transformations using Pyspark Data Frame APIs_en.srt	13.4 KB
004 Filtering Data using Pyspark Data Frame APIs.mp4	21.0 MB
004 Filtering Data using Pyspark Data Frame APIs_en.srt	8.2 KB
005 Filtering Data with Multiple Conditions using Pyspark Data Frame APIs.mp4	27.4 MB
005 Filtering Data with Multiple Conditions using Pyspark Data Frame APIs_en.srt	9.9 KB
006 Perform Aggregations by Key using Spark Data Frame APIs.mp4	20.7 MB
006 Perform Aggregations by Key using Spark Data Frame APIs_en.srt	7.8 KB
007 Perform Aggregations by Key using Spark Data Frame APIs.mp4	24.3 MB
007 Perform Aggregations by Key using Spark Data Frame APIs_en.srt	11.1 KB
008 Perform Aggregations by Key using Spark Data Frame APIs.mp4	12.6 MB
008 Perform Aggregations by Key using Spark Data Frame APIs_en.srt	7.1 KB
009 Sorting Data using Spark Data Frame APIs.mp4	17.9 MB
009 Sorting Data using Spark Data Frame APIs_en.srt	10.1 KB
010 Composite Sorting using Spark Data Frame APIs.mp4	37.3 MB
010 Composite Sorting using Spark Data Frame APIs_en.srt	10.9 KB
011 Develop Spark SQL Queries for Sorting Data.mp4	14.4 MB
011 Develop Spark SQL Queries for Sorting Data_en.srt	5.0 KB
012 Review Data Set with Nulls for Sorting using Spark Data Frame APIs.mp4	36.6 MB
012 Review Data Set with Nulls for Sorting using Spark Data Frame APIs_en.srt	9.2 KB
013 Dealing with Nulls while Sorting the Data in Spark Data Frames.mp4	27.7 MB
013 Dealing with Nulls while Sorting the Data in Spark Data Frames_en.srt	7.4 KB
/36 - Joining Data using Spark Data Frame APIs/
001 Introduction to Joining Data using Spark Data Frame APIs.mp4	2.8 MB
001 Introduction to Joining Data using Spark Data Frame APIs_en.srt	2.8 KB
002 Create Data Frames to Join using Spark Data Frame APIs.mp4	24.8 MB
002 Create Data Frames to Join using Spark Data Frame APIs_en.srt	9.1 KB
003 Review Syntax for join using Spark Data Frame APIs.mp4	7.4 MB
003 Review Syntax for join using Spark Data Frame APIs_en.srt	5.4 KB
004 Inner Join using Spark Data Frame APIs.mp4	20.4 MB
004 Inner Join using Spark Data Frame APIs_en.srt	9.7 KB
005 Join and other Spark Data Frame APIs to process the data.mp4	27.6 MB
005 Join and other Spark Data Frame APIs to process the data_en.srt	10.7 KB
006 Analyze Data for outer joins using Spark Data Frame APIs.mp4	10.2 MB
006 Analyze Data for outer joins using Spark Data Frame APIs_en.srt	5.4 KB
007 Left Outer Join using Spark Data Frame APIs.mp4	18.6 MB
007 Left Outer Join using Spark Data Frame APIs_en.srt	10.6 KB
008 Right Outer Join using Spark Data Frame APIs.mp4	15.1 MB
008 Right Outer Join using Spark Data Frame APIs_en.srt	7.5 KB
009 Equivalent Spark SQL Queries for Joins.mp4	26.4 MB
009 Equivalent Spark SQL Queries for Joins_en.srt	8.7 KB
/37 - Ranking using Pyspark Data Frame APIs/
001 Introduction to Ranking using Spark Data Frame APIs.mp4	27.9 MB
001 Introduction to Ranking using Spark Data Frame APIs_en.srt	10.4 KB
002 Syntax for ranking using Spark Data Frame APIs.mp4	6.0 MB
002 Syntax for ranking using Spark Data Frame APIs_en.srt	5.5 KB
003 Compute Global Ranks using Spark Data Frame APIs.mp4	16.7 MB
003 Compute Global Ranks using Spark Data Frame APIs_en.srt	9.0 KB
004 Filter Based on Global Ranks using Spark Data Frame APIs.mp4	22.3 MB
004 Filter Based on Global Ranks using Spark Data Frame APIs_en.srt	7.5 KB
005 Compute Ranks per Partition using Spark Data Frame APIs.mp4	11.1 MB
005 Compute Ranks per Partition using Spark Data Frame APIs_en.srt	6.3 KB
006 Filter Based on Ranks Per Partition using Spark Data Frame APIs.mp4	15.0 MB
006 Filter Based on Ranks Per Partition using Spark Data Frame APIs_en.srt	6.4 KB
007 Difference Between rank and dense_rank.mp4	36.4 MB
007 Difference Between rank and dense_rank_en.srt	14.0 KB
/38 - Integration of Spark SQL and Pyspark Data Frame APIs/
001 Introduction to Integration of Spark SQL and Pyspark Data Frame APIs.mp4	4.2 MB
001 Introduction to Integration of Spark SQL and Pyspark Data Frame APIs_en.srt	3.0 KB
002 Run Spark SQL Queries on Spark Data Frames.mp4	28.0 MB
002 Run Spark SQL Queries on Spark Data Frames_en.srt	9.2 KB
003 Create Spark Metastore Tables using Data Frames.mp4	19.7 MB
003 Create Spark Metastore Tables using Data Frames_en.srt	8.6 KB
004 Insert into Spark Metastore Tables using Data Frames.mp4	15.7 MB
004 Insert into Spark Metastore Tables using Data Frames_en.srt	7.4 KB
005 Read Data from Spark Metastore Table to Data Frames.mp4	13.4 MB
005 Read Data from Spark Metastore Table to Data Frames_en.srt	7.0 KB
006 Process Data in Spark Metastore Tables using Data Frame APIs.mp4	27.9 MB
006 Process Data in Spark Metastore Tables using Data Frame APIs_en.srt	8.9 KB
007 Manage Spark Metastore Database Objects using Spark APIs.mp4	31.1 MB
007 Manage Spark Metastore Database Objects using Spark APIs_en.srt	9.2 KB
/39 - ELT Data Pipelines using Databricks/
001 Overview of Databricks Workflows.mp4	11.5 MB
001 Overview of Databricks Workflows_en.srt	5.3 KB
002 Pass Arguments to Databricks Python Notebooks.mp4	35.1 MB
002 Pass Arguments to Databricks Python Notebooks_en.srt	11.8 KB
003 Pass Arguments to Databricks SQL Notebooks.mp4	13.9 MB
003 Pass Arguments to Databricks SQL Notebooks_en.srt	5.1 KB
004 Create and Run First Databricks Job.mp4	17.7 MB
004 Create and Run First Databricks Job_en.srt	12.7 KB
005 Run Databricks Jobs and Tasks with Parameters.mp4	28.7 MB
005 Run Databricks Jobs and Tasks with Parameters_en.srt	9.0 KB
006 Create and Run Orchestrated Pipeline using Databricks Job.mp4	36.3 MB
006 Create and Run Orchestrated Pipeline using Databricks Job_en.srt	11.5 KB
007 Import ELT Data Pipeline Applications into Databricks Environment.mp4	10.4 MB
007 Import ELT Data Pipeline Applications into Databricks Environment_en.srt	4.8 KB
008 Spark SQL Application to Cleanup Database and Datasets.mp4	9.3 MB
008 Spark SQL Application to Cleanup Database and Datasets_en.srt	6.3 KB
009 Review File Format Converter Pyspark Code.mp4	31.5 MB
009 Review File Format Converter Pyspark Code_en.srt	8.8 KB
010 Review Databricks SQL Notebooks for Tables and Final Results.mp4	10.3 MB
010 Review Databricks SQL Notebooks for Tables and Final Results_en.srt	6.8 KB
011 Validate Applications for ELT Pipeline using Databricks.mp4	45.3 MB
011 Validate Applications for ELT Pipeline using Databricks_en.srt	13.4 KB
012 Build ELT Pipeline using Databricks Job in Workflows.mp4	30.3 MB
012 Build ELT Pipeline using Databricks Job in Workflows_en.srt	15.8 KB
013 Run and Review Execution details of ELT Data Pipeline using Databricks Job.mp4	16.7 MB
013 Run and Review Execution details of ELT Data Pipeline using Databricks Job_en.srt	8.7 KB
014 Cleanup Databricks Environment on GCP.mp4	15.8 MB
014 Cleanup Databricks Environment on GCP_en.srt	6.2 KB
/40 - Performance Tuning of Spark - Catalyst Optimizer/
001 Getting Started with Performance Tuning using Spark on Databricks.mp4	13.1 MB
001 Getting Started with Performance Tuning using Spark on Databricks_en.srt	5.3 KB
002 Overview of Spark Catalyst Optimizer.mp4	12.5 MB
002 Overview of Spark Catalyst Optimizer_en.srt	6.9 KB
003 Review Explain Plan for Spark Dataframe logic using Spark UI.mp4	22.1 MB
003 Review Explain Plan for Spark Dataframe logic using Spark UI_en.srt	6.6 KB
004 Review Explain Plan for Spark SQL logic using Spark UI.mp4	19.2 MB
004 Review Explain Plan for Spark SQL logic using Spark UI_en.srt	5.5 KB
005 Generate Explain Plans on Spark Dataframes using explain function.mp4	27.0 MB
005 Generate Explain Plans on Spark Dataframes using explain function_en.srt	6.8 KB
006 Generate Explain Plans on Spark SQL Queries using explain command.mp4	7.9 MB
006 Generate Explain Plans on Spark SQL Queries using explain command_en.srt	4.4 KB
007 Interpreting Explain Plan for Spark SQL Query.mp4	16.9 MB
007 Interpreting Explain Plan for Spark SQL Query_en.srt	8.8 KB
008 Overview of Spark Architecture.mp4	16.9 MB
008 Overview of Spark Architecture_en.srt	6.2 KB
009 Understand Filter and Broadcast of Orders Data.mp4	21.9 MB
009 Understand Filter and Broadcast of Orders Data_en.srt	9.4 KB
010 Understand Join and Aggregation for Daily Product Revenue.mp4	31.5 MB
010 Understand Join and Aggregation for Daily Product Revenue_en.srt	7.8 KB
/41 - Performance Tuning of Spark - Cluster Configuration/
001 Introduction to Databricks Cluster Configuration.mp4	5.3 MB
001 Introduction to Databricks Cluster Configuration_en.srt	3.2 KB
002 Difference Between All Purpose and Jobs Clusters.mp4	28.4 MB
002 Difference Between All Purpose and Jobs Clusters_en.srt	8.7 KB
003 Setting up All Purpose Databricks Compute Clusters.mp4	11.8 MB
003 Setting up All Purpose Databricks Compute Clusters_en.srt	8.5 KB
004 Understand the size of the data using dbutils.mp4	34.6 MB
004 Understand the size of the data using dbutils_en.srt	10.5 KB
005 Create Multinode Databricks Cluster with Auto Scaling.mp4	10.5 MB
005 Create Multinode Databricks Cluster with Auto Scaling_en.srt	5.3 KB
006 Overview of Auto Scaling of Databricks Clusters.mp4	10.1 MB
006 Overview of Auto Scaling of Databricks Clusters_en.srt	5.1 KB
007 Performance Tuning of Cluster using Auto Scaling.mp4	12.5 MB
007 Performance Tuning of Cluster using Auto Scaling_en.srt	6.9 KB
008 Analyze Airlines Data using Spark SQL.mp4	17.5 MB
008 Analyze Airlines Data using Spark SQL_en.srt	5.3 KB
009 Setup Databricks Job Compute Clusters using Workflows.mp4	22.1 MB
009 Setup Databricks Job Compute Clusters using Workflows_en.srt	8.4 KB
010 Review Running Job Details using Spark UI.mp4	22.7 MB
010 Review Running Job Details using Spark UI_en.srt	5.4 KB
011 Review Completed Job Details using Spark UI.mp4	13.6 MB
011 Review Completed Job Details using Spark UI_en.srt	6.2 KB
/42 - Performance Tuning while inferring schema from CSV or JSON files/
001 Overview of Inferring Schema using CSV or JSON Files.mp4	4.7 MB
001 Overview of Inferring Schema using CSV or JSON Files_en.srt	2.9 KB
002 Steps to convert CSV or JSON Files to Parquet or Delta Files.mp4	10.4 MB
002 Steps to convert CSV or JSON Files to Parquet or Delta Files_en.srt	5.7 KB
003 Overview of CSV or JSON Files.mp4	18.1 MB
003 Overview of CSV or JSON Files_en.srt	8.1 KB
004 Overview of overhead for inferring schema.mp4	28.5 MB
004 Overview of overhead for inferring schema_en.srt	10.3 KB
005 Performance Tuning to infer schema of Spark Dataframe.mp4	28.5 MB
005 Performance Tuning to infer schema of Spark Dataframe_en.srt	9.1 KB
/43 - Performance Tuning using Columnar File Format and Partitioning Strategy/
001 Introduction to Performance Tuning while storing data in Data Lake_en.srt	2.2 KB
002 Side effects of using CSV Files in Data Lake.mp4	29.0 MB
002 Side effects of using CSV Files in Data Lake_en.srt	7.6 KB
003 Review the side effects of using CSV Files in Data Lake.encrypted.m4a.part	0.0 KB
003 Review the side effects of using CSV Files in Data Lake.encrypted.m4a.part.frag.urls	33.0 KB
003 Review the side effects of using CSV Files in Data Lake.encrypted.mp4.part	0.0 KB
003 Review the side effects of using CSV Files in Data Lake.encrypted.mp4.part.frag.urls	33.0 KB
003 Review the side effects of using CSV Files in Data Lake_en.srt	5.0 KB
004 Restructure CSV Data to Columnar Format using Pyspark.mp4	27.1 MB
004 Restructure CSV Data to Columnar Format using Pyspark_en.srt	8.1 KB
005 Compute Size of restrucutured data using Parquet File Format_en.srt	6.3 KB
006 Run Operations on Partitioned Parquet Data.mp4	14.8 MB
006 Run Operations on Partitioned Parquet Data_en.srt	7.3 KB
007 Overview of Performance Assessment of Spark Jobs.mp4	25.7 MB
007 Overview of Performance Assessment of Spark Jobs_en.srt	6.3 KB
008 Review Performance Details of Spark Operations on Parquet Files_en.srt	12.6 KB
009 Overview of Columnar File Formats in Spark and Databricks_en.srt	10.5 KB
010 Overview of Folder Structure for Partitioned Data in Spark_en.srt	7.3 KB
011 Evaluate Requirements against Partition Pruning.mp4	39.5 MB
011 Evaluate Requirements against Partition Pruning_en.srt	9.4 KB
012 Solutions on Airlines Data for Performance Tuning using Partitioning_en.srt	10.6 KB
013 Review Execution Details for Performance Tuning using Partitioning_en.srt	16.3 KB
014 Get Airlines Data using Date Range without Partition Pruning_en.srt	10.3 KB
015 Parameterize Spark SQL Solution for Partition Pruning.mp4	22.3 MB
015 Parameterize Spark SQL Solution for Partition Pruning_en.srt	5.9 KB
016 Add Condition for Partition Pruning.mp4	32.5 MB
016 Add Condition for Partition Pruning_en.srt	7.9 KB
017 Redesign Partition Strategy to tune the performance.mp4	39.4 MB
017 Redesign Partition Strategy to tune the performance_en.srt	9.1 KB
018 Recap of Spark Performance Tuning Scenarios.mp4	15.2 MB
018 Recap of Spark Performance Tuning Scenarios_en.srt	7.5 KB
/temp/
index_47675346.mpd	83.4 KB
index_47675360.mpd	61.6 KB
index_47675362.mpd	57.2 KB
index_47675372.mpd	59.7 KB
index_47675378.mpd	44.4 KB
index_47675386.mpd	53.6 KB
index_47675388.mpd	74.2 KB
index_47675412.mpd	99.8 KB
index_47675414.mpd	66.4 KB
/44 - Setup Hadoop and Spark Cluster using Dataproc/
001 Introduction to Setup Hadoop and Spark Cluster using Dataproc.mp4	6.9 MB
001 Introduction to Setup Hadoop and Spark Cluster using Dataproc_en.srt	5.5 KB
002 Overview of different Spark Platforms on Cloud.mp4	30.8 MB
002 Overview of different Spark Platforms on Cloud_en.srt	9.6 KB
003 Overview of Hadoop and Spark Cluster Types and Architecture.mp4	47.0 MB
003 Overview of Hadoop and Spark Cluster Types and Architecture_en.srt	15.8 KB
004 Setup Single Node Hadoop and Spark Cluster using Dataproc.mp4	14.7 MB
004 Setup Single Node Hadoop and Spark Cluster using Dataproc_en.srt	5.9 KB
005 Validate SSH Connectivity to the Dataproc Cluster.mp4	33.2 MB
005 Validate SSH Connectivity to the Dataproc Cluster_en.srt	10.5 KB
006 Convert IP Address to Static for Dataproc Cluster.mp4	20.6 MB
006 Convert IP Address to Static for Dataproc Cluster_en.srt	6.4 KB
007 Setup Project using VS Code Remote Development.mp4	98.4 MB
007 Setup Project using VS Code Remote Development_en.srt	24.0 KB
008 Setup Local Data Sets on Hadoop and Spark Cluster.mp4	8.1 MB
008 Setup Local Data Sets on Hadoop and Spark Cluster_en.srt	3.7 KB
009 Getting Started with HDFS Commands to Manage Files.mp4	59.3 MB
009 Getting Started with HDFS Commands to Manage Files_en.srt	12.3 KB
010 Getting Started with Spark CLI using Python.mp4	28.3 MB
010 Getting Started with Spark CLI using Python_en.srt	7.4 KB
011 Getting Started with Spark CLI using Scala.mp4	19.7 MB
011 Getting Started with Spark CLI using Scala_en.srt	6.3 KB
012 Getting Started with Spark CLI using SQL.mp4	11.9 MB
012 Getting Started with Spark CLI using SQL_en.srt	8.7 KB
013 Stopping the Cluster and Understanding the costs.mp4	12.7 MB
013 Stopping the Cluster and Understanding the costs_en.srt	9.3 KB
014 Download VS Code Workspace and Delete Cluster.mp4	18.5 MB
014 Download VS Code Workspace and Delete Cluster_en.srt	7.6 KB
/45 - Recap of important Linux Commands for Data Engineering/
001 Introduction to Linux Commands and Scripts for Data Engineers.mp4	5.7 MB
001 Introduction to Linux Commands and Scripts for Data Engineers_en.srt	4.3 KB
002 Overview of SSH to connect to remote Servers.mp4	118.6 MB
002 Overview of SSH to connect to remote Servers_en.srt	32.8 KB
003 Overview of Profile in Linux Shell.mp4	38.5 MB
003 Overview of Profile in Linux Shell_en.srt	12.0 KB
004 Overview of Environment Variables in Linux.mp4	44.7 MB
004 Overview of Environment Variables in Linux_en.srt	10.8 KB
005 Understanding PATH Environment Variable.mp4	139.2 MB
005 Understanding PATH Environment Variable_en.srt	29.1 KB
006 Creating Folders in Linux using mkdir.mp4	63.0 MB
006 Creating Folders in Linux using mkdir_en.srt	14.5 KB
007 Copy Files and Folders in Linux using cp command.mp4	79.2 MB
007 Copy Files and Folders in Linux using cp command_en.srt	15.7 KB
008 Move Files and Folders in Linux using mv command.mp4	28.9 MB
008 Move Files and Folders in Linux using mv command_en.srt	10.7 KB
009 Delete Files and Folders in Linux using rm command.mp4	64.6 MB
009 Delete Files and Folders in Linux using rm command_en.srt	14.2 KB
010 Listing Files and Folders using ls command.mp4	84.0 MB
010 Listing Files and Folders using ls command_en.srt	16.2 KB
011 Searching for files using find command in Linux.mp4	23.5 MB
011 Searching for files using find command in Linux_en.srt	9.7 KB
012 Standard Directories in Linux.mp4	67.5 MB
012 Standard Directories in Linux_en.srt	13.9 KB
013 Troubleshooting issues in Linux using grep command.mp4	71.3 MB
013 Troubleshooting issues in Linux using grep command_en.srt	20.8 KB
014 Overview of Shell Scripts.mp4	64.8 MB
014 Overview of Shell Scripts_en.srt	16.9 KB
015 Running and Debugging Shell Scripts with Arguments.mp4	33.8 MB
015 Running and Debugging Shell Scripts with Arguments_en.srt	15.4 KB
016 Overview of Hadoop and Spark Executables.mp4	31.4 MB
016 Overview of Hadoop and Spark Executables_en.srt	12.2 KB
/46 - Mastering Hadoop HDFS Commands and Concepts/
001 Introduction to Mastering Hadoop HDFS Commands and Concepts.mp4	3.3 MB
001 Introduction to Mastering Hadoop HDFS Commands and Concepts_en.srt	3.6 KB
002 Start the Hadoop and Spark Cluster using Dataproc.mp4	6.2 MB
002 Start the Hadoop and Spark Cluster using Dataproc_en.srt	3.9 KB
003 Create Hadoop and Spark Cluster and Setup VS Code Workspace.mp4	40.4 MB
003 Create Hadoop and Spark Cluster and Setup VS Code Workspace_en.srt	11.8 KB
004 Overview of important HDFS Commands.mp4	16.9 MB
004 Overview of important HDFS Commands_en.srt	4.3 KB
005 Create Folder and Copy Files into HDFS using Commands.mp4	35.5 MB
005 Create Folder and Copy Files into HDFS using Commands_en.srt	13.4 KB
006 Programmatically Copy files into HDFS using Python.mp4	48.3 MB
006 Programmatically Copy files into HDFS using Python_en.srt	16.1 KB
007 Overview of Multinode Hadoop Cluster.mp4	66.8 MB
007 Overview of Multinode Hadoop Cluster_en.srt	16.7 KB
008 Review Important Properties of HDFS.mp4	39.2 MB
008 Review Important Properties of HDFS_en.srt	9.7 KB
009 Review HDFS Properties on Dataproc Cluster using VS Code.mp4	31.3 MB
009 Review HDFS Properties on Dataproc Cluster using VS Code_en.srt	6.4 KB
010 Overview of local storage of files.mp4	60.4 MB
010 Overview of local storage of files_en.srt	14.4 KB
011 Setup Data Sets to understand HDFS Concepts.mp4	61.9 MB
011 Setup Data Sets to understand HDFS Concepts_en.srt	9.0 KB
012 Overview of Distributed Storage of files in HDFS.mp4	30.5 MB
012 Overview of Distributed Storage of files in HDFS_en.srt	9.7 KB
013 Determining Number of Blocks for each file.mp4	61.2 MB
013 Determining Number of Blocks for each file_en.srt	11.6 KB
014 Overview of Blocks related to files in HDFS.mp4	87.9 MB
014 Overview of Blocks related to files in HDFS_en.srt	13.3 KB
015 Overview of Replication related to files in HDFS.mp4	65.0 MB
015 Overview of Replication related to files in HDFS_en.srt	11.7 KB
016 Physical Storage of HDFS File Blocks.mp4	57.8 MB
016 Physical Storage of HDFS File Blocks_en.srt	10.1 KB
017 Overview of HDFS Namenode for HDFS File Metadata.mp4	67.8 MB
017 Overview of HDFS Namenode for HDFS File Metadata_en.srt	12.1 KB
018 Recap of HDFS on Dataproc Cluster.mp4	90.6 MB
018 Recap of HDFS on Dataproc Cluster_en.srt	17.2 KB
/47 - Build Hive Applications in Hadoop and Spark Clusters/
001 Introduction to Building Hive Applications.mp4	2.9 MB
001 Introduction to Building Hive Applications_en.srt	3.2 KB
002 Getting Started with Hive.mp4	75.2 MB
002 Getting Started with Hive_en.srt	23.6 KB
003 Overview of Hive Architecture.mp4	23.4 MB
003 Overview of Hive Architecture_en.srt	12.3 KB
004 Overview of Integrating Hive Commands with Shell Scripts.mp4	45.6 MB
004 Overview of Integrating Hive Commands with Shell Scripts_en.srt	11.8 KB
005 Run Hive Commands using Scripts.mp4	73.1 MB
005 Run Hive Commands using Scripts_en.srt	14.3 KB
006 Override Run time Hive Configuration Properties and Variables.mp4	45.1 MB
006 Override Run time Hive Configuration Properties and Variables_en.srt	18.1 KB
007 Getting Started Data Loader for NYSE Data using HIve.mp4	57.0 MB
007 Getting Started Data Loader for NYSE Data using HIve_en.srt	12.6 KB
008 Design NYSE Data Loader Application.mp4	27.9 MB
008 Design NYSE Data Loader Application_en.srt	9.1 KB
009 Create Partitioned Parquet Table for NYSE Data.mp4	48.8 MB
009 Create Partitioned Parquet Table for NYSE Data_en.srt	18.7 KB
010 Populate Data into Partitioned NYSE table from Stage Table.mp4	30.2 MB
010 Populate Data into Partitioned NYSE table from Stage Table_en.srt	16.5 KB
011 Process NYSE Data and load into partitioned table.mp4	39.7 MB
011 Process NYSE Data and load into partitioned table_en.srt	8.9 KB
012 Develop Hive QL Script to Load NYSE Data.mp4	32.6 MB
012 Develop Hive QL Script to Load NYSE Data_en.srt	8.3 KB
013 Run Hive QL Commands using Script for NYSE Loader.mp4	55.0 MB
013 Run Hive QL Commands using Script for NYSE Loader_en.srt	12.8 KB
014 Redesign the Solution using HDFS to stage files.mp4	45.1 MB
014 Redesign the Solution using HDFS to stage files_en.srt	18.9 KB
015 Validate Hive Application to Convert NYSE Data.mp4	52.3 MB
015 Validate Hive Application to Convert NYSE Data_en.srt	13.7 KB
016 Deploy Hive Application in HDFS.mp4	24.9 MB
016 Deploy Hive Application in HDFS_en.srt	8.4 KB
017 Develop Shell Wrapper to run Hive Application.mp4	27.1 MB
017 Develop Shell Wrapper to run Hive Application_en.srt	11.8 KB
018 Overview of Scheduling and Crontab.mp4	58.5 MB
018 Overview of Scheduling and Crontab_en.srt	14.8 KB
019 Schedule Hive Applications using Cron.mp4	118.7 MB
019 Schedule Hive Applications using Cron_en.srt	19.3 KB
020 Recap of Application Development Life Cycle using Hive.mp4	34.2 MB
020 Recap of Application Development Life Cycle using Hive_en.srt	8.4 KB
/48 - Getting Started with Spark SQL on Hadoop and Spark Cluster/
001 Getting Started with Spark SQL on Hadoop and Spark Cluster.mp4	3.0 MB
001 Getting Started with Spark SQL on Hadoop and Spark Cluster_en.srt	2.8 KB
002 Getting Started with Data Sets and Spark SQL CLI.mp4	27.8 MB
002 Getting Started with Data Sets and Spark SQL CLI_en.srt	8.1 KB
003 Spark SQL Metastore Architecture.mp4	32.1 MB
003 Spark SQL Metastore Architecture_en.srt	17.7 KB
004 Overview of Spark Metastore Warehouse Directory.mp4	26.6 MB
004 Overview of Spark Metastore Warehouse Directory_en.srt	8.1 KB
005 Launch Spark SQL CLI with Delta Lake Packages.mp4	36.1 MB
005 Launch Spark SQL CLI with Delta Lake Packages_en.srt	8.3 KB
006 Populate Data into Delta Lake Tables using Spark SQL.mp4	88.9 MB
006 Populate Data into Delta Lake Tables using Spark SQL_en.srt	24.0 KB
007 Run Individual Spark SQL Commands.mp4	73.0 MB
007 Run Individual Spark SQL Commands_en.srt	15.8 KB
008 Run Spark SQL Scripts using Spark SQL CLI.mp4	79.3 MB
008 Run Spark SQL Scripts using Spark SQL CLI_en.srt	12.9 KB
/49 - Build Real Time Applications using Spark SQL with Shell Wrapper/
001 Introduction to Application Development Life Cycle of Spark SQL Applications_en.srt	2.1 KB
002 Review the Requirements and Datasets for NYSE Data.mp4	34.2 MB
002 Review the Requirements and Datasets for NYSE Data_en.srt	8.6 KB
003 Design NYSE Converter Application using Spark SQL and Delta.mp4	10.0 MB
003 Design NYSE Converter Application using Spark SQL and Delta_en.srt	6.5 KB
004 Copy Files into HDFS for NYSE Converter.mp4	30.2 MB
004 Copy Files into HDFS for NYSE Converter_en.srt	7.2 KB
005 Create External Stage Table for NYSE CSV Files.mp4	34.1 MB
005 Create External Stage Table for NYSE CSV Files_en.srt	12.7 KB
006 Create Target Table for NYSE Data using Delta Format.mp4	57.2 MB
006 Create Target Table for NYSE Data using Delta Format_en.srt	13.2 KB
007 Populate Data for Additional Years into Delta NYSE Table.mp4	87.1 MB
007 Populate Data for Additional Years into Delta NYSE Table_en.srt	23.0 KB
008 Develop Spark SQL Application for NYSE Data Conversion.mp4	37.8 MB
008 Develop Spark SQL Application for NYSE Data Conversion_en.srt	7.7 KB
009 Validate Spark SQL Application for NYSE Data Conversion.mp4	39.8 MB
009 Validate Spark SQL Application for NYSE Data Conversion_en.srt	10.4 KB
010 Develop Shell Wrapper for Spark SQL Application.mp4	44.0 MB
010 Develop Shell Wrapper for Spark SQL Application_en.srt	10.9 KB
/temp/
index_48380214.mpd	79.1 KB
/50 - Getting Started with Pyspark on Hadoop and Spark Cluster/
001 Introduction to Getting Started with Pyspark.mp4	2.2 MB
001 Introduction to Getting Started with Pyspark_en.srt	2.5 KB
002 Launching or Getting Started Pyspark CLI.mp4	29.6 MB
002 Launching or Getting Started Pyspark CLI_en.srt	13.4 KB
003 Overview of Spark Properties Files.mp4	31.7 MB
003 Overview of Spark Properties Files_en.srt	7.2 KB
004 Review Data Sets to explore Pyspark APIs.mp4	31.5 MB
004 Review Data Sets to explore Pyspark APIs_en.srt	6.9 KB
005 Getting Started with Pyspark for Data Processing.mp4	20.9 MB
005 Getting Started with Pyspark for Data Processing_en.srt	9.4 KB
006 Read Orders and Order Items Data into Spark Data Frames.mp4	15.9 MB
006 Read Orders and Order Items Data into Spark Data Frames_en.srt	8.0 KB
007 Process Data using pyspark Dataframe APIs.mp4	41.3 MB
007 Process Data using pyspark Dataframe APIs_en.srt	15.0 KB
008 Overview of Spark Submit Command.mp4	36.3 MB
008 Overview of Spark Submit Command_en.srt	7.1 KB
/51 - Submitting Python based Spark Applications/
001 Introduction to Submitting Python based Spark Applications.mp4	2.1 MB
001 Introduction to Submitting Python based Spark Applications_en.srt	1.9 KB
002 Develop Pyspark Application for Daily Revenue.mp4	33.9 MB
002 Develop Pyspark Application for Daily Revenue_en.srt	8.9 KB
003 Run Spark Application using spark-submit.mp4	33.5 MB
003 Run Spark Application using spark-submit_en.srt	9.4 KB
004 Specify Paths using Environment Variables in Spark Applications.mp4	52.1 MB
004 Specify Paths using Environment Variables in Spark Applications_en.srt	9.6 KB
005 Run Spark Application with Environment Variables in Client Mode.mp4	13.8 MB
005 Run Spark Application with Environment Variables in Client Mode_en.srt	6.4 KB
006 Run Spark Application with Environment Variables in Cluster Mode.mp4	30.8 MB
006 Run Spark Application with Environment Variables in Cluster Mode_en.srt	7.3 KB
007 Review Spark Application Details using Spark UI.mp4	13.1 MB
007 Review Spark Application Details using Spark UI_en.srt	5.3 KB
008 Review YARN Logs for Spark Applications in Cluster Mode.mp4	48.8 MB
008 Review YARN Logs for Spark Applications in Cluster Mode_en.srt	11.5 KB
009 Overview of Execution Process of Spark Applications.mp4	36.2 MB
009 Overview of Execution Process of Spark Applications_en.srt	11.9 KB
010 Deep Dive into Spark Deploy Modes.mp4	87.5 MB
010 Deep Dive into Spark Deploy Modes_en.srt	20.5 KB
011 Submit Spark Applications with dependencies as packages.mp4	79.6 MB
011 Submit Spark Applications with dependencies as packages_en.srt	19.1 KB
012 Submit Spark Applications with dependencies as jars.mp4	129.6 MB
012 Submit Spark Applications with dependencies as jars_en.srt	25.3 KB
013 Develop Shell Wrappers to submit Spark Applications.mp4	56.7 MB
013 Develop Shell Wrappers to submit Spark Applications_en.srt	12.1 KB
/52 - Logging in Python based Spark Applications/
001 Introduction to Logging in Python baesd Spark Applications.mp4	3.1 MB
001 Introduction to Logging in Python baesd Spark Applications_en.srt	1.5 KB
002 Run Application without logging.mp4	52.4 MB
002 Run Application without logging_en.srt	9.1 KB
003 Overview of Logging Concepts such as Log Levels.mp4	21.1 MB
003 Overview of Logging Concepts such as Log Levels_en.srt	7.2 KB
004 Getting Started with logging using Python.mp4	30.9 MB
004 Getting Started with logging using Python_en.srt	10.0 KB
005 Changing the Log Message Format using logging.mp4	38.1 MB
005 Changing the Log Message Format using logging_en.srt	9.5 KB
006 Add logging to Python based Spark Applications.mp4	15.8 MB
006 Add logging to Python based Spark Applications_en.srt	4.5 KB
007 Validate Logging of Spark Application using Client Mode.mp4	25.4 MB
007 Validate Logging of Spark Application using Client Mode_en.srt	5.6 KB
008 Validate Logging of Spark Application using Cluster Mode.mp4	56.9 MB
008 Validate Logging of Spark Application using Cluster Mode_en.srt	7.7 KB
/53 - Performance Tuning of Spark Applications on Hadoop and Spark/
001 Introduction to Performance Tuning of Spark Applications on Hadoop and Spark Clu_en.srt	3.5 KB
002 Delete Single Node Hadoop and Spark Cluster using Dataproc.mp4	5.3 MB
002 Delete Single Node Hadoop and Spark Cluster using Dataproc_en.srt	3.7 KB
003 Increase GCP VM Quotas for Mutlinode Hadoop and Spark Cluster.mp4	10.6 MB
003 Increase GCP VM Quotas for Mutlinode Hadoop and Spark Cluster_en.srt	6.1 KB
004 Review Quotas to setup Multinode Hadoop and Spark Cluster.mp4	13.4 MB
004 Review Quotas to setup Multinode Hadoop and Spark Cluster_en.srt	3.5 KB
005 Setup Multinode Hadoop and Spark Cluster using GCP Dataproc.mp4	19.6 MB
005 Setup Multinode Hadoop and Spark Cluster using GCP Dataproc_en.srt	6.1 KB
006 Setup SSH Connectivity and VS Code Workspace using Master Node.mp4	39.5 MB
006 Setup SSH Connectivity and VS Code Workspace using Master Node_en.srt	11.3 KB
007 Review Multi Node Hadoop and Spark Clusters using Web Interfaces.mp4	17.1 MB
007 Review Multi Node Hadoop and Spark Clusters using Web Interfaces_en.srt	8.5 KB
008 Overview of Multinode Hadoop and Spark Cluster Topology.mp4	38.7 MB
008 Overview of Multinode Hadoop and Spark Cluster Topology_en.srt	15.9 KB
009 Computing Overall Capacity of Multinode Hadoop and Spark Clusters.encrypted.m4a.part	0.0 KB
009 Computing Overall Capacity of Multinode Hadoop and Spark Clusters.encrypted.m4a.part.frag.urls	65.6 KB
009 Computing Overall Capacity of Multinode Hadoop and Spark Clusters.encrypted.mp4.part	0.0 KB
009 Computing Overall Capacity of Multinode Hadoop and Spark Clusters.encrypted.mp4.part.frag.urls	65.6 KB
009 Computing Overall Capacity of Multinode Hadoop and Spark Clusters_en.srt	7.6 KB
010 Determine Overall YARN Capacity.mp4	46.5 MB
010 Determine Overall YARN Capacity_en.srt	7.8 KB
011 Overview of Spark History Server UI.mp4	37.0 MB
011 Overview of Spark History Server UI_en.srt	8.5 KB
012 Generate Test Data for Spark Performance Tuning.mp4	48.9 MB
012 Generate Test Data for Spark Performance Tuning_en.srt	6.7 KB
013 Develop Word Count Application using Spark.mp4	29.3 MB
013 Develop Word Count Application using Spark_en.srt	19.7 KB
014 Develop and Validate Shell Script for Word Count.mp4	38.4 MB
014 Develop and Validate Shell Script for Word Count_en.srt	8.2 KB
015 Overview of Jobs related to Spark Applications using Spark UI.mp4	59.2 MB
015 Overview of Jobs related to Spark Applications using Spark UI_en.srt	12.9 KB
016 Review Environment Properties and Disabling Dynamic Allocation.mp4	53.0 MB
016 Review Environment Properties and Disabling Dynamic Allocation_en.srt	12.9 KB
017 Overriding Spark Executor Instances to tune the performance.mp4	64.7 MB
017 Overriding Spark Executor Instances to tune the performance_en.srt	11.6 KB
018 Determine Maximum Capacity to submit a Spark Application.mp4	23.3 MB
018 Determine Maximum Capacity to submit a Spark Application_en.srt	5.4 KB
019 Overview of Adaptive Query Execution.mp4	39.8 MB
019 Overview of Adaptive Query Execution_en.srt	11.4 KB
020 Overview of Shuffling - Part 1.mp4	24.3 MB
020 Overview of Shuffling - Part 1_en.srt	12.8 KB
021 Overview of Shuffling - Part 2.mp4	39.7 MB
021 Overview of Shuffling - Part 2_en.srt	17.3 KB
022 Overview of Spark Application.mp4	13.1 MB
022 Overview of Spark Application_en.srt	6.5 KB
023 Overview of Lazy Evaluation.mp4	51.1 MB
023 Overview of Lazy Evaluation_en.srt	14.5 KB
024 Review the code of Word Count Application.mp4	17.7 MB
024 Review the code of Word Count Application_en.srt	5.6 KB
025 Run Spark Application with out Adaptive Query Execution.mp4	73.5 MB
025 Run Spark Application with out Adaptive Query Execution_en.srt	16.7 KB
026 Run Spark Application using Adaptive Query Execution.mp4	43.7 MB
026 Run Spark Application using Adaptive Query Execution_en.srt	10.3 KB
027 Overview of Spark Dynamic Allocation.mp4	63.8 MB
027 Overview of Spark Dynamic Allocation_en.srt	14.6 KB
028 Demo on Spark Dynamic Allocation.mp4	76.2 MB
028 Demo on Spark Dynamic Allocation_en.srt	17.5 KB
029 Running Spark Application using Dynamic Allocation.mp4	45.1 MB
029 Running Spark Application using Dynamic Allocation_en.srt	11.0 KB
030 Overview of number of Spark Partitions.mp4	56.2 MB
030 Overview of number of Spark Partitions_en.srt	13.4 KB
031 Delete Multinode Hadoop and Spark Cluster.mp4	9.8 MB
031 Delete Multinode Hadoop and Spark Cluster_en.srt	5.3 KB
/temp/
index_48380352.mpd	78.5 KB
index_48380372.mpd	32.8 KB
Total files 1267