FreeCourseSite com Udemy Data Engineering Essentials Hands on SQL Python and Spark

FreeCourseSite com Udemy Data Engineering Essentials Hands on SQL Python and Spark

Name	[FreeCourseSite.com] Udemy - Data Engineering Essentials Hands-on SQL Python and Spark	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	26.0 GB
Total Files	1625
Last Seen	2025-05-27 00:17
Hash	6ADF96A3B7C2549CDF171F7E76DE19946A42F296

/0. Websites you may like/
[CourseClub.ME].url	0.1 KB
[FCS Forum].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/1. Introduction about the course/
1. Introduction about course.mp4	40.0 MB
1. Introduction about course.srt	8.0 KB
2. Desired Audience.mp4	21.5 MB
2. Desired Audience.srt	4.8 KB
3. Pre-requisites.mp4	33.7 MB
3. Pre-requisites.srt	6.7 KB
4. [Must Watch] 30 Day Money Back Guarantee - Feedback and Rating.mp4	6.3 MB
4. [Must Watch] 30 Day Money Back Guarantee - Feedback and Rating.srt	4.2 KB
5. Training Approach.mp4	38.5 MB
5. Training Approach.srt	7.9 KB
6. Overview of Environments for Hands on Practice (Must Watch).mp4	22.3 MB
6. Overview of Environments for Hands on Practice (Must Watch).srt	4.9 KB
7. Free Download - Course Material.html	2.2 KB
7.1 data-engineering-essentials.zip	5.9 MB
8. [Must Watch] Setting up Course Material.mp4	61.2 MB
8. [Must Watch] Setting up Course Material.srt	12.3 KB
9. How to access data sets used in this course.html	0.8 KB
9.1 airtrafficdata.zip	30.8 MB
/10. Database Essentials - Partitioning Tables and Indexes/
1. Overview of Partitioning.mp4	9.3 MB
1. Overview of Partitioning.srt	2.3 KB
1.1 Overview of Partitioning.html	0.2 KB
10. Usage Scenarios.mp4	29.6 MB
10. Usage Scenarios.srt	5.2 KB
10.1 Usage Scenarios.html	0.2 KB
11. Sub Partitioning.mp4	44.0 MB
11. Sub Partitioning.srt	9.2 KB
11.1 Sub Partitioning.html	0.2 KB
12. Exercise - Partitioned Tables.mp4	10.3 MB
12. Exercise - Partitioned Tables.srt	2.8 KB
12.1 Exercises - Partitioning Tables.html	0.2 KB
2. List Partitioning.mp4	29.3 MB
2. List Partitioning.srt	5.8 KB
2.1 List Partitioning.html	0.2 KB
3. Managing Partitions - List.mp4	55.1 MB
3. Managing Partitions - List.srt	9.8 KB
3.1 Managing Partitions - List.html	0.2 KB
4. Manipulating Data.mp4	32.3 MB
4. Manipulating Data.srt	6.5 KB
4.1 Manipulating Data.html	0.2 KB
5. Range Partitioning.mp4	19.8 MB
5. Range Partitioning.srt	3.9 KB
5.1 Range Partitioning.html	0.2 KB
6. Managing Partitions - Range.mp4	48.4 MB
6. Managing Partitions - Range.srt	8.3 KB
6.1 Managing Partitions - Range.html	0.2 KB
7. Repartitioning - Range.mp4	76.9 MB
7. Repartitioning - Range.srt	13.0 KB
7.1 Repartitioning - Range.html	0.2 KB
8. Hash Partitioning.mp4	27.9 MB
8. Hash Partitioning.srt	6.2 KB
8.1 Hash Partitioning.html	0.2 KB
9. Managing Partitions - Hash.mp4	48.7 MB
9. Managing Partitions - Hash.srt	9.5 KB
9.1 Managing Partitions - Hash.html	0.2 KB
/11. Database Essentials - Predefined Functions/
1. Overview of Functions.mp4	43.4 MB
1. Overview of Functions.srt	7.8 KB
1.1 Overview of Pre-Defined Functions.html	0.2 KB
10. Getting Current Date or Timestamp.mp4	23.5 MB
10. Getting Current Date or Timestamp.srt	5.2 KB
11. Date Arithmetic.mp4	39.6 MB
11. Date Arithmetic.srt	8.0 KB
12. Beginning Date or Time using date_trunc.mp4	29.4 MB
12. Beginning Date or Time using date_trunc.srt	6.0 KB
13. Using to_char and to_date.mp4	77.7 MB
13. Using to_char and to_date.srt	15.3 KB
14. Extracting Information using extract.mp4	22.8 MB
14. Extracting Information using extract.srt	4.9 KB
15. Dealing with Unix Timestamp or epoch.mp4	18.1 MB
15. Dealing with Unix Timestamp or epoch.srt	4.4 KB
16. Overview of Numeric Functions.mp4	42.3 MB
16. Overview of Numeric Functions.srt	10.5 KB
16.1 Overview of Numeric Functions.html	0.2 KB
17. Data Type Conversion.mp4	24.4 MB
17. Data Type Conversion.srt	5.5 KB
17.1 Data Type Conversion.html	0.1 KB
18. Handling NULL Values.mp4	28.0 MB
18. Handling NULL Values.srt	6.2 KB
18.1 Handling NULL Values.html	0.1 KB
19. Using CASE and WHEN.mp4	47.8 MB
19. Using CASE and WHEN.srt	9.3 KB
19.1 Using CASE and WHEN.html	0.1 KB
2. String Manipulation Functions.mp4	8.2 MB
2. String Manipulation Functions.srt	2.1 KB
2.1 String Manipulation Functions.html	0.2 KB
3. Case Conversion and Length.mp4	27.9 MB
3. Case Conversion and Length.srt	5.7 KB
4. Extracting Data - Using substr and split_part.mp4	106.8 MB
4. Extracting Data - Using substr and split_part.srt	21.1 KB
5. Using position or strpos.mp4	35.2 MB
5. Using position or strpos.srt	6.9 KB
6. Trimming and Padding Functions.mp4	37.7 MB
6. Trimming and Padding Functions.srt	7.8 KB
7. Reverse and Concatenate Multiple Strings.mp4	20.8 MB
7. Reverse and Concatenate Multiple Strings.srt	4.5 KB
8. String Replacement.mp4	47.8 MB
8. String Replacement.srt	10.3 KB
9. Date Manipulation Functions.mp4	12.7 MB
9. Date Manipulation Functions.srt	3.0 KB
9.1 Date Manipulation Functions.html	0.2 KB
/12. Database Essentials - Writing Advanced SQL Queries/
1. Overview of Views.mp4	49.0 MB
1. Overview of Views.srt	10.4 KB
1.1 Overview of Views.html	0.2 KB
10. Cumulative or Moving Aggregations.mp4	53.6 MB
10. Cumulative or Moving Aggregations.srt	11.1 KB
10.1 Cumulative or Moving Aggregations.html	0.2 KB
11. Analytic Functions - Windowing.mp4	86.3 MB
11. Analytic Functions - Windowing.srt	18.8 KB
11.1 Analytic Functions – Windowing.html	0.2 KB
12. Analytic Functions - Ranking.mp4	76.2 MB
12. Analytic Functions - Ranking.srt	20.2 KB
12.1 Analytic Functions – Ranking.html	0.2 KB
13. Analytic Functions - Filtering.mp4	61.7 MB
13. Analytic Functions - Filtering.srt	16.4 KB
13.1 Analytic Functions - Filtering.html	0.2 KB
14. Ranking and Filtering - Recap.mp4	20.1 MB
14. Ranking and Filtering - Recap.srt	5.0 KB
14.1 Ranking and Filtering - Recap.html	0.2 KB
2. Overview of Named Queries.mp4	28.7 MB
2. Overview of Named Queries.srt	6.1 KB
2.1 Named Queries - Using WITH Clause.html	0.2 KB
3. Overview of Sub Queries.mp4	43.5 MB
3. Overview of Sub Queries.srt	10.7 KB
3.1 Overview of Sub Queries.html	0.2 KB
4. CTAS - Create Table As Select.mp4	54.7 MB
4. CTAS - Create Table As Select.srt	11.9 KB
4.1 CTAS - Create Table as Select.html	0.2 KB
5. Advanced DML Operations.mp4	91.7 MB
5. Advanced DML Operations.srt	19.0 KB
5.1 Advanced DML Operations.html	0.2 KB
6. Merging or Upserting Data.mp4	58.4 MB
6. Merging or Upserting Data.srt	12.5 KB
6.1 Merging or Upserting Data.html	0.2 KB
7. Pivoting Rows into Columns.mp4	8.5 MB
7. Pivoting Rows into Columns.srt	1.9 KB
7.1 Pivoting Rows into Columns.html	0.2 KB
8. Overview of Analytic Functions.mp4	40.0 MB
8. Overview of Analytic Functions.srt	7.5 KB
8.1 Overview of Analytic Functions.html	0.2 KB
9. Analytic Functions - Aggregations.mp4	69.6 MB
9. Analytic Functions - Aggregations.srt	13.6 KB
9.1 Analytic Functions – Aggregations.html	0.2 KB
/13. Programming Essentials using Python - Perform Database Operations/
1. Introduction - Perform Database Operations.mp4	9.6 MB
1. Introduction - Perform Database Operations.srt	2.9 KB
10. Example - Web Application.mp4	70.6 MB
10. Example - Web Application.srt	10.4 KB
10.1 Example - Web Application.html	0.2 KB
11. Exercise - Database Operations.mp4	19.7 MB
11. Exercise - Database Operations.srt	3.8 KB
11.1 Exercise - Database Operations.html	0.2 KB
2. Overview of SQL.mp4	15.3 MB
2. Overview of SQL.srt	4.0 KB
2.1 Overview of SQL.html	0.1 KB
3. Create Database and Users Table.mp4	55.8 MB
3. Create Database and Users Table.srt	11.5 KB
3.1 Create Database and Users Table.html	0.2 KB
4. DDL - Data Definition Language.mp4	42.9 MB
4. DDL - Data Definition Language.srt	7.6 KB
4.1 DDL - Data Definition Language.html	0.2 KB
5. DML - Data Manipulation Language.mp4	44.0 MB
5. DML - Data Manipulation Language.srt	7.5 KB
5.1 DML - Data Manipulation Language.html	0.2 KB
6. DQL - Data Query Language.mp4	32.9 MB
6. DQL - Data Query Language.srt	6.5 KB
6.1 DQL - Data Query Language.html	0.2 KB
7. CRUD Operations - DML and DQL.mp4	14.2 MB
7. CRUD Operations - DML and DQL.srt	3.4 KB
7.1 CRUD Operations - DML and DQL.html	0.2 KB
8. TCL - Transaction Control Language.mp4	9.0 MB
8. TCL - Transaction Control Language.srt	1.9 KB
8.1 TCL - Transaction Control Language.html	0.2 KB
9. Example - Data Engineering.mp4	51.6 MB
9. Example - Data Engineering.srt	9.1 KB
9.1 Example - Data Engineering.html	0.2 KB
/14. Programming Essentials using Python - Getting Started with Python/
1. Installing Python on Windows.mp4	50.8 MB
1. Installing Python on Windows.srt	15.8 KB
1.1 Installing Python.html	0.1 KB
2. Overview of Anaconda.mp4	69.5 MB
2. Overview of Anaconda.srt	22.8 KB
2.1 Overview of Anaconda.html	0.1 KB
3. Python CLI and Jupyter Notebook.mp4	58.3 MB
3. Python CLI and Jupyter Notebook.srt	11.2 KB
3.1 Python CLI and Jupyter Notebook.html	0.2 KB
4. Overview of Jupyter Lab.mp4	40.1 MB
4. Overview of Jupyter Lab.srt	16.7 KB
4.1 Overview of Jupyter Lab.html	0.2 KB
5. Using IDEs - Pycharm.mp4	45.1 MB
5. Using IDEs - Pycharm.srt	15.1 KB
5.1 Using IDEs – Pycharm.html	0.1 KB
6. Using Visual Studio Code.mp4	32.0 MB
6. Using Visual Studio Code.srt	10.2 KB
6.1 Overview of Visual Studio Code.html	0.2 KB
7. Using ITVersity Labs.mp4	43.1 MB
7. Using ITVersity Labs.srt	12.3 KB
7.1 Using ITVersity Labs.html	0.1 KB
8. Leveraging Google Colab.mp4	89.8 MB
8. Leveraging Google Colab.srt	23.6 KB
8.1 Leveraging Google’s Colab.html	0.2 KB
/15. Programming Essentials using Python - Basic Programming Constructs/
1. Basic Programming Constructs using Python - Introduction.mp4	9.1 MB
1. Basic Programming Constructs using Python - Introduction.srt	3.5 KB
10. Exercises - Basic Programming Constructs.mp4	36.9 MB
10. Exercises - Basic Programming Constructs.srt	12.4 KB
11. Dynamic Arithmetic Operations using eval and exec.mp4	17.2 MB
11. Dynamic Arithmetic Operations using eval and exec.srt	6.3 KB
2. Getting Help.mp4	23.1 MB
2. Getting Help.srt	6.4 KB
2.1 Getting Help.html	0.1 KB
3. Variables and Objects.mp4	10.9 MB
3. Variables and Objects.srt	3.0 KB
3.1 Variables and Objects.html	0.2 KB
4. Data Type - Commonly Used.mp4	8.9 MB
4. Data Type - Commonly Used.srt	3.3 KB
4.1 Data Types - Commonly used.html	0.2 KB
5. Operators in Python.mp4	13.8 MB
5. Operators in Python.srt	4.5 KB
5.1 Operators in Python.html	0.1 KB
6. Tasks - Data Types and Operators.mp4	39.8 MB
6. Tasks - Data Types and Operators.srt	11.0 KB
7. Conditionals.mp4	61.3 MB
7. Conditionals.srt	19.5 KB
7.1 Conditionals.html	0.1 KB
8. All about for loops.mp4	86.0 MB
8. All about for loops.srt	25.9 KB
8.1 All about for Loops.html	0.1 KB
9. Running os commands.mp4	78.8 MB
9. Running os commands.srt	15.5 KB
9.1 Running OS Commands.html	0.1 KB
/16. Programming Essentials using Python - Predefined Functions/
1. Predefined Functions - Introduction.mp4	7.2 MB
1. Predefined Functions - Introduction.srt	2.9 KB
2. Overview of Predefined Functions.mp4	27.1 MB
2. Overview of Predefined Functions.srt	5.6 KB
2.1 Overview of Pre-defined Functions.html	0.2 KB
3. Numeric Functions.mp4	31.7 MB
3. Numeric Functions.srt	9.5 KB
3.1 Numeric Functions.html	0.1 KB
4. Overview of Strings.mp4	25.0 MB
4. Overview of Strings.srt	7.4 KB
4.1 Overview of Strings.html	0.1 KB
5. String Manipulation Functions.mp4	50.2 MB
5. String Manipulation Functions.srt	12.0 KB
5.1 String Manipulation Functions.html	0.2 KB
6. Formatting Strings.mp4	29.6 MB
6. Formatting Strings.srt	6.9 KB
6.1 Formatting Strings.html	0.1 KB
7. Print and Input Functions.mp4	35.6 MB
7. Print and Input Functions.srt	7.5 KB
7.1 Print and Input Functions.html	0.1 KB
8. Date Manipulation Functions.mp4	80.3 MB
8. Date Manipulation Functions.srt	17.2 KB
8.1 Date Manipulation Functions.html	0.2 KB
9. Exercises - Predefined Functions in Python.mp4	12.0 MB
9. Exercises - Predefined Functions in Python.srt	3.8 KB
/17. Programming Essentials using Python - User Defined Functions/
1. User Defined Functions - Introduction.mp4	7.7 MB
1. User Defined Functions - Introduction.srt	2.2 KB
1.1 User Defined Functions.html	0.1 KB
10. Lambda Functions.mp4	28.5 MB
10. Lambda Functions.srt	6.9 KB
10.1 Lambda Functions.html	0.1 KB
11. Usage of Lambda Functions.mp4	83.1 MB
11. Usage of Lambda Functions.srt	11.7 KB
11.1 Usage of Lambda Functions.html	0.1 KB
12. Exercise - User Defined Functions.mp4	12.8 MB
12. Exercise - User Defined Functions.srt	3.0 KB
12.1 Exercise - User Defined Functions.html	0.2 KB
2. Defining Functions.mp4	21.3 MB
2. Defining Functions.srt	4.5 KB
2.1 Defining Functions.html	0.1 KB
3. Doc Strings.mp4	20.8 MB
3. Doc Strings.srt	3.5 KB
3.1 Doc Strings.html	0.1 KB
4. Returning Variables.mp4	22.9 MB
4. Returning Variables.srt	4.9 KB
4.1 Returning Values.html	0.1 KB
5. Function Parameters and Arguments.mp4	59.2 MB
5. Function Parameters and Arguments.srt	9.5 KB
5.1 Function Parameters and Arguments.html	0.2 KB
6. Varying Arguments.mp4	43.4 MB
6. Varying Arguments.srt	6.7 KB
6.1 Varying Arguments.html	0.1 KB
7. Keyword Arguments.mp4	18.1 MB
7. Keyword Arguments.srt	3.0 KB
7.1 Keyword Arguments.html	0.1 KB
8. Recap of User Defined Functions.mp4	96.4 MB
8. Recap of User Defined Functions.srt	16.3 KB
8.1 Recap of User Defined Functions.html	0.2 KB
9. Passing Functions as Arguments.mp4	37.5 MB
9. Passing Functions as Arguments.srt	9.6 KB
9.1 Passing Functions as Arguments.html	0.2 KB
/18. Programming Essentials using Python - Overview of Collections - list and set/
1. Overview of Collections - list and set - Introduction.mp4	10.7 MB
1. Overview of Collections - list and set - Introduction.srt	3.7 KB
10. Validating sets.mp4	13.7 MB
10. Validating sets.srt	3.3 KB
10.1 Validating set.html	0.2 KB
11. list and set - Usage.mp4	62.7 MB
11. list and set - Usage.srt	11.6 KB
11.1 list and set - Usage.html	0.2 KB
12. Exercises - Basic Operations on list and.mp4	16.4 MB
12. Exercises - Basic Operations on list and.srt	5.5 KB
13. List of Delimited Strings.mp4	28.0 MB
13. List of Delimited Strings.srt	8.0 KB
14. Sorting data in lists and tuples.mp4	38.4 MB
14. Sorting data in lists and tuples.srt	12.1 KB
15. Sorting list of Delimited Strings.mp4	49.7 MB
15. Sorting list of Delimited Strings.srt	14.5 KB
16. Exercises - Sorting lists and sets.mp4	35.7 MB
16. Exercises - Sorting lists and sets.srt	7.7 KB
2. Overview of list and set.mp4	30.0 MB
2. Overview of list and set.srt	6.7 KB
2.1 Overview of list and set.html	0.2 KB
3. Common Operations.mp4	14.0 MB
3. Common Operations.srt	4.0 KB
3.1 Common Operations.html	0.2 KB
4. Accessing elements from list.mp4	26.0 MB
4. Accessing elements from list.srt	5.7 KB
4.1 Accessing Elements from list.html	0.2 KB
5. Adding elements to list.mp4	17.7 MB
5. Adding elements to list.srt	4.2 KB
5.1 Adding Elements to list.html	0.2 KB
6. Updating and Deleting elements -list.mp4	14.6 MB
6. Updating and Deleting elements -list.srt	3.5 KB
7. Other list operations.mp4	15.9 MB
7. Other list operations.srt	3.6 KB
7.1 Other list operations.html	0.2 KB
8. Adding and Deleting elements - set.mp4	28.3 MB
8. Adding and Deleting elements - set.srt	6.4 KB
8.1 Adding and Deleting elements - set.html	0.2 KB
9. Typical set operations.mp4	11.5 MB
9. Typical set operations.srt	3.0 KB
9.1 Typical set operations.html	0.2 KB
/19. Programming Essentials using Python - Overview of Collections - dict and tuple/
1. Manipulating Collections using loops - Introduction.mp4	9.3 MB
1. Manipulating Collections using loops - Introduction.srt	3.1 KB
10. Process dict values.mp4	20.9 MB
10. Process dict values.srt	7.0 KB
11. Processing dict items.mp4	38.3 MB
11. Processing dict items.srt	11.0 KB
12. Sorting dict items.mp4	22.7 MB
12. Sorting dict items.srt	6.2 KB
13. Exercises - Overview of Collections - dict and set.mp4	16.5 MB
13. Exercises - Overview of Collections - dict and set.srt	5.1 KB
2. Overview of dict and tuple.mp4	34.9 MB
2. Overview of dict and tuple.srt	7.9 KB
2.1 Overview of dict and tuple.html	0.2 KB
3. Common Operations - dict and tuple.mp4	27.1 MB
3. Common Operations - dict and tuple.srt	7.7 KB
3.1 Common Operations.html	0.2 KB
4. Accessing Elements - tuples.mp4	26.7 MB
4. Accessing Elements - tuples.srt	5.2 KB
4.1 Accessing Elements - tuples.html	0.2 KB
5. Accessing Elements - dict.mp4	37.7 MB
5. Accessing Elements - dict.srt	8.3 KB
5.1 Accessing Elements - dict.html	0.2 KB
6. Manipulating dict.mp4	68.7 MB
6. Manipulating dict.srt	16.3 KB
6.1 Manipulating dict.html	0.2 KB
7. Common Examples - dict.mp4	38.3 MB
7. Common Examples - dict.srt	6.6 KB
7.1 Common Examples - dict.html	0.2 KB
8. List of Tuples.mp4	81.8 MB
8. List of Tuples.srt	17.0 KB
8.1 List of tuples.html	0.2 KB
9. List of dicts.mp4	62.7 MB
9. List of dicts.srt	11.9 KB
9.1 List of dicts.html	0.2 KB
/2. Setting up Environment using AWS Cloud9/
1. Getting Started with Cloud9.mp4	24.4 MB
1. Getting Started with Cloud9.srt	4.9 KB
10. [Commands] Setup Jupyter Lab on Cloud9.html	0.6 KB
2. Creating Cloud9 Environment.mp4	35.6 MB
2. Creating Cloud9 Environment.srt	7.8 KB
3. Warming up with Cloud9 IDE.mp4	22.0 MB
3. Warming up with Cloud9 IDE.srt	5.7 KB
4. Details about material to setup postgres database using docker.mp4	10.4 MB
4. Details about material to setup postgres database using docker.srt	2.9 KB
5. Overview of EC2 related to Cloud9.mp4	10.9 MB
5. Overview of EC2 related to Cloud9.srt	2.6 KB
6. Opening ports for Cloud9 Instance.mp4	23.8 MB
6. Opening ports for Cloud9 Instance.srt	5.2 KB
7. Associating Elastic IPs to Cloud9 Instance.mp4	38.0 MB
7. Associating Elastic IPs to Cloud9 Instance.srt	6.8 KB
8. Increase EBS Volume Size of Cloud9 Instance.mp4	22.2 MB
8. Increase EBS Volume Size of Cloud9 Instance.srt	5.6 KB
9. Setup Jupyter Lab on Cloud9.mp4	49.9 MB
9. Setup Jupyter Lab on Cloud9.srt	11.3 KB
/20. Programming Essentials using Python - Manipulating Collections using loops/
1. Manipulating Collections using loops - Introduction.mp4	15.0 MB
1. Manipulating Collections using loops - Introduction.srt	4.5 KB
10. Overview of Grouped Aggregations.mp4	14.1 MB
10. Overview of Grouped Aggregations.srt	4.1 KB
11. Get Order Count by Status.mp4	52.4 MB
11. Get Order Count by Status.srt	15.9 KB
12. Get Revenue Details per Order.mp4	104.6 MB
12. Get Revenue Details per Order.srt	24.9 KB
13. Get Order Count by Month.mp4	29.0 MB
13. Get Order Count by Month.srt	8.5 KB
14. Joining Data Sets.mp4	107.5 MB
14. Joining Data Sets.srt	19.9 KB
14.1 Joining Data Sets.html	0.2 KB
15. Manipulate Collections using Comprehensions.mp4	6.6 MB
15. Manipulate Collections using Comprehensions.srt	1.9 KB
16. List Comprehensions using Python.mp4	46.9 MB
16. List Comprehensions using Python.srt	11.6 KB
17. Set Comprehensions using Python.mp4	19.9 MB
17. Set Comprehensions using Python.srt	5.8 KB
18. Dict Comprehensions in Python.mp4	32.1 MB
18. Dict Comprehensions in Python.srt	8.9 KB
19. Limitations of using loops.mp4	38.1 MB
19. Limitations of using loops.srt	7.9 KB
19.1 Limitations of using Loops.html	0.2 KB
2. Reading Files into Collections.mp4	28.1 MB
2. Reading Files into Collections.srt	6.9 KB
2.1 Reading files into collections.html	0.2 KB
20. Exercises - Manipulating Collections using loops.mp4	52.4 MB
20. Exercises - Manipulating Collections using loops.srt	12.9 KB
3. Overview of Standard Transformations.mp4	27.7 MB
3. Overview of Standard Transformations.srt	6.3 KB
3.1 Overview of Standard Transformations.html	0.2 KB
4. Row Level Transformations.mp4	89.3 MB
4. Row Level Transformations.srt	21.8 KB
4.1 Row level transformations.html	0.2 KB
5. Getting Unique Elements.mp4	67.9 MB
5. Getting Unique Elements.srt	17.1 KB
5.1 Getting unique elements.html	0.2 KB
6. Filtering Data.mp4	89.6 MB
6. Filtering Data.srt	17.5 KB
6.1 Filtering Data.html	0.2 KB
7. Preparing Data Sets.mp4	39.4 MB
7. Preparing Data Sets.srt	7.6 KB
7.1 Preparing Data Sets.html	0.2 KB
8. Quick recap of dict operations.mp4	41.0 MB
8. Quick recap of dict operations.srt	8.3 KB
8.1 Quick Recap of Dict Operations.html	0.2 KB
9. Performing Total Aggregations.mp4	101.6 MB
9. Performing Total Aggregations.srt	23.9 KB
9.1 Performing Total Aggregations.html	0.2 KB
/21. Programming Essentials using Python - Development of Map Reduce APIs/
1. Develop myFilter.mp4	40.6 MB
1. Develop myFilter.srt	9.9 KB
10. Validate myJoin Function.mp4	49.2 MB
10. Validate myJoin Function.srt	14.6 KB
11. Exercises - Development of Map Reduce APIs.mp4	44.0 MB
11. Exercises - Development of Map Reduce APIs.srt	10.7 KB
2. Validate myFilter.mp4	47.9 MB
2. Validate myFilter.srt	10.4 KB
3. Develop myMap Function.mp4	32.2 MB
3. Develop myMap Function.srt	9.7 KB
4. Validate myMap Function.mp4	66.6 MB
4. Validate myMap Function.srt	16.0 KB
5. Develop myReduce Function.mp4	22.1 MB
5. Develop myReduce Function.srt	7.1 KB
6. Validate myReduce Function.mp4	31.7 MB
6. Validate myReduce Function.srt	8.6 KB
7. Develop myReduceByKey Function.mp4	27.0 MB
7. Develop myReduceByKey Function.srt	9.8 KB
8. Validate myReduceByKey Function.mp4	63.6 MB
8. Validate myReduceByKey Function.srt	20.6 KB
9. Develop myJoin Function.mp4	30.5 MB
9. Develop myJoin Function.srt	10.8 KB
/22. Programming Essentials using Python - Understanding Map Reduce Libraries/
1. Preparing Data Sets.mp4	19.0 MB
1. Preparing Data Sets.srt	4.5 KB
10. Cumulative Operations using itertools.mp4	51.0 MB
10. Cumulative Operations using itertools.srt	15.8 KB
11. Using itertools starmap.mp4	32.6 MB
11. Using itertools starmap.srt	9.0 KB
12. Overview of itertools groupby.mp4	37.3 MB
12. Overview of itertools groupby.srt	10.6 KB
13. Get order count by status using itertools groupby.mp4	26.8 MB
13. Get order count by status using itertools groupby.srt	7.0 KB
14. Get revenue per order using itertools groupby.mp4	69.9 MB
14. Get revenue per order using itertools groupby.srt	15.8 KB
15. Limitations of Map Reduce Libraries.mp4	13.5 MB
15. Limitations of Map Reduce Libraries.srt	3.9 KB
16. Exercises - Understanding Map Reduce Libraries.mp4	12.1 MB
16. Exercises - Understanding Map Reduce Libraries.srt	3.1 KB
2. Filtering Data using filter.mp4	45.9 MB
2. Filtering Data using filter.srt	10.9 KB
3. Projecting data using map.mp4	38.7 MB
3. Projecting data using map.srt	9.6 KB
4. Row Level Transformations using map.mp4	73.5 MB
4. Row Level Transformations using map.srt	17.0 KB
5. Aggregations using reduce.mp4	45.3 MB
5. Aggregations using reduce.srt	10.0 KB
6. Get Revenue for a given product id.mp4	48.9 MB
6. Get Revenue for a given product id.srt	14.4 KB
7. Get total items sold and revenue for a product.mp4	33.6 MB
7. Get total items sold and revenue for a product.srt	10.5 KB
8. Get total commission amount.mp4	39.5 MB
8. Get total commission amount.srt	11.7 KB
9. Overview of itertools.mp4	32.3 MB
9. Overview of itertools.srt	7.9 KB
/23. Programming Essentials using Python - Basics of File IO using Python/
1. Basics of File IO using Python - Introduction.mp4	20.1 MB
1. Basics of File IO using Python - Introduction.srt	5.7 KB
10. Read csv into list of strings.mp4	61.8 MB
10. Read csv into list of strings.srt	11.5 KB
11. Writing Strings to file in Append Mode.mp4	35.1 MB
11. Writing Strings to file in Append Mode.srt	9.7 KB
12. Managing Files and Folders using Python.mp4	120.8 MB
12. Managing Files and Folders using Python.srt	23.9 KB
2. Overview of File IO.mp4	19.6 MB
2. Overview of File IO.srt	5.0 KB
3. Folders and Files.mp4	88.7 MB
3. Folders and Files.srt	20.0 KB
4. File Paths and Names.mp4	29.7 MB
4. File Paths and Names.srt	6.5 KB
5. Overview of Retail Data.mp4	37.5 MB
5. Overview of Retail Data.srt	8.3 KB
6. Read text file into string.mp4	35.2 MB
6. Read text file into string.srt	7.5 KB
7. Write string to text file.mp4	39.2 MB
7. Write string to text file.srt	8.2 KB
8. Overview of modes to write into files.mp4	52.1 MB
8. Overview of modes to write into files.srt	13.4 KB
9. Overview of Delimited Strings.mp4	28.4 MB
9. Overview of Delimited Strings.srt	7.1 KB
/24. Programming Essentials using Python - Delimited Files and Collections/
1. Delimited Files and Collections.mp4	9.7 MB
1. Delimited Files and Collections.srt	2.9 KB
10. Apply Schema on lists from files.mp4	81.9 MB
10. Apply Schema on lists from files.srt	20.9 KB
2. Overview of Delimited Text Files.mp4	62.1 MB
2. Overview of Delimited Text Files.srt	14.7 KB
3. Recap of basic file IO.mp4	61.4 MB
3. Recap of basic file IO.srt	15.1 KB
4. Read Delimited files into list of tuples.mp4	87.2 MB
4. Read Delimited files into list of tuples.srt	19.9 KB
5. Write Delimited Strings into files.mp4	75.5 MB
5. Write Delimited Strings into files.srt	16.1 KB
6. Overview of CSV Module.mp4	53.8 MB
6. Overview of CSV Module.srt	13.4 KB
7. Read Delimited data using CSV.mp4	87.0 MB
7. Read Delimited data using CSV.srt	18.3 KB
8. Writing iterables to files using csv.mp4	60.9 MB
8. Writing iterables to files using csv.srt	14.4 KB
9. Advantages of using csv module.mp4	10.6 MB
9. Advantages of using csv module.srt	2.5 KB
/25. Programming Essentials using Python - Overview of Pandas Libraries/
1. Overview of Pandas Libraries.mp4	12.9 MB
1. Overview of Pandas Libraries.srt	4.0 KB
10. Writing Data Frames to Files.mp4	79.4 MB
10. Writing Data Frames to Files.srt	17.8 KB
10.1 Writing Data Frames to Files.html	0.2 KB
11. Joining Data Frames.mp4	99.2 MB
11. Joining Data Frames.srt	18.9 KB
11.1 Joining Data Frames.html	0.1 KB
2. Pandas Data Structures.mp4	43.7 MB
2. Pandas Data Structures.srt	10.4 KB
2.1 Pandas Data Structures – Overview.html	0.2 KB
3. Overview of series.mp4	26.8 MB
3. Overview of series.srt	7.2 KB
3.1 Overview of Series.html	0.1 KB
4. Creating Data Frames from lists.mp4	25.0 MB
4. Creating Data Frames from lists.srt	8.0 KB
4.1 Creating Data Frames from lists.html	0.2 KB
5. Data Frames - Basic Operations.mp4	96.4 MB
5. Data Frames - Basic Operations.srt	26.8 KB
5.1 Data Frames - Basic Operations.html	0.2 KB
6. CSV to Pandas Data Frames.mp4	51.4 MB
6. CSV to Pandas Data Frames.srt	10.2 KB
6.1 CSV to Pandas Data Frame.html	0.2 KB
7. Projecting and Filtering.mp4	80.1 MB
7. Projecting and Filtering.srt	16.2 KB
7.1 Projecting and Filtering.html	0.2 KB
8. Performing Total Aggregations.mp4	84.0 MB
8. Performing Total Aggregations.srt	20.5 KB
8.1 Performing Total Aggregations.html	0.2 KB
9. Performing Grouped Aggregations.mp4	80.3 MB
9. Performing Grouped Aggregations.srt	18.2 KB
9.1 Performing Grouped Aggregations.html	0.2 KB
/26. Programming Essentials using Python - Database Programming - CRUD Operations/
1. Database Operations - CRUD Operations - Introduction.mp4	10.6 MB
1. Database Operations - CRUD Operations - Introduction.srt	3.2 KB
10. Querying Data From Table.mp4	73.6 MB
10. Querying Data From Table.srt	16.9 KB
10.1 Querying Data From Table.html	0.2 KB
11. Recap - CRUD Operations.mp4	10.1 MB
11. Recap - CRUD Operations.srt	3.6 KB
11.1 Recap - CRUD Operations.html	0.2 KB
2. Overview of Database Programming.mp4	29.2 MB
2. Overview of Database Programming.srt	5.8 KB
2.1 Overview of Database Programming.html	0.2 KB
3. Recap of RDBMS Concepts.mp4	50.1 MB
3. Recap of RDBMS Concepts.srt	8.9 KB
3.1 Recap of RDBMS Concepts.html	0.2 KB
4. Setup Database Client Libraries.mp4	61.4 MB
4. Setup Database Client Libraries.srt	14.7 KB
4.1 Setup Database Client Libraries.html	0.2 KB
5. Function Get Database Connection.mp4	22.0 MB
5. Function Get Database Connection.srt	5.4 KB
5.1 Function - Get Database Connection.html	0.2 KB
6. Create Database Table.mp4	46.8 MB
6. Create Database Table.srt	11.0 KB
6.1 Creating Database Table.html	0.2 KB
7. Inserting Data into Table.mp4	89.3 MB
7. Inserting Data into Table.srt	19.4 KB
7.1 Inserting Data into Table.html	0.2 KB
8. Updating Existing Table Data.mp4	21.0 MB
8. Updating Existing Table Data.srt	6.1 KB
8.1 Update Existing Table Data.html	0.2 KB
9. Deleting Data From Table.mp4	15.5 MB
9. Deleting Data From Table.srt	4.5 KB
9.1 Deleting Data from Table.html	0.2 KB
/27. Programming Essentials using Python - Database Programming - Batch Operations/
1. Database Programming - Batch Operations - Introduction.mp4	8.5 MB
1. Database Programming - Batch Operations - Introduction.srt	2.8 KB
2. Recap of Insert.mp4	19.8 MB
2. Recap of Insert.srt	3.7 KB
2.1 Recap of Insert.html	0.2 KB
3. Preparing Database.mp4	28.9 MB
3. Preparing Database.srt	7.3 KB
3.1 Preparing Database.html	0.2 KB
4. Reading Data From File.mp4	35.9 MB
4. Reading Data From File.srt	8.5 KB
4.1 Reading Data from File.html	0.2 KB
5. Batch Loading of Data.mp4	68.0 MB
5. Batch Loading of Data.srt	15.5 KB
6. Best Practices Batch Loading.mp4	10.9 MB
6. Best Practices Batch Loading.srt	3.8 KB
/28. Programming Essentials using Python - Processing JSON Data/
1. Processing JSON Data - Introduction.mp4	9.9 MB
1. Processing JSON Data - Introduction.srt	3.1 KB
10. Common Use Cases for JSON.mp4	80.0 MB
10. Common Use Cases for JSON.srt	13.9 KB
11. Write to JSON files using json module.mp4	68.1 MB
11. Write to JSON files using json module.srt	11.1 KB
12. Write to JSON files using pandas.mp4	51.9 MB
12. Write to JSON files using pandas.srt	8.5 KB
2. Overview of JSON.mp4	20.7 MB
2. Overview of JSON.srt	5.4 KB
3. JSON Data Types.mp4	15.4 MB
3. JSON Data Types.srt	3.3 KB
4. Create JSON String.mp4	64.1 MB
4. Create JSON String.srt	9.3 KB
5. Process JSON String.mp4	109.5 MB
5. Process JSON String.srt	21.6 KB
6. Single JSON Document in Files.mp4	95.5 MB
6. Single JSON Document in Files.srt	17.0 KB
7. Multiple JSON Documents in files.mp4	58.4 MB
7. Multiple JSON Documents in files.srt	11.0 KB
8. Process JSON using Pandas.mp4	61.1 MB
8. Process JSON using Pandas.srt	9.4 KB
9. Different JSON Formats supported by Pandas.mp4	83.8 MB
9. Different JSON Formats supported by Pandas.srt	11.8 KB
/29. Programming Essentials using Python - Processing REST Payloads/
1. Overview of REST APIs.mp4	27.3 MB
1. Overview of REST APIs.srt	5.7 KB
2. Using curl command.mp4	46.8 MB
2. Using curl command.srt	7.9 KB
3. Overview of Postman.mp4	49.6 MB
3. Overview of Postman.srt	12.1 KB
4. Getting Started with requests.mp4	66.1 MB
4. Getting Started with requests.srt	12.9 KB
5. Convert REST Payload to Python Objects.mp4	56.3 MB
5. Convert REST Payload to Python Objects.srt	8.2 KB
6. Process REST Payload using Collection Operations.mp4	137.5 MB
6. Process REST Payload using Collection Operations.srt	25.3 KB
7. Process REST Payload using Pandas.mp4	73.3 MB
7. Process REST Payload using Pandas.srt	16.8 KB
/3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/
1. Signing up for GCP.mp4	24.7 MB
1. Signing up for GCP.srt	5.4 KB
1.1 Signing up for GCP.html	0.1 KB
2. Overview of GCP Web Console.mp4	14.9 MB
2. Overview of GCP Web Console.srt	3.5 KB
2.1 Understanding GCP Web Console.html	0.2 KB
3. Overview of GCP Pricing.mp4	46.2 MB
3. Overview of GCP Pricing.srt	9.5 KB
3.1 Overview of GCP Pricing.html	0.2 KB
4. Provision Ubuntu VM from GCP.mp4	56.2 MB
4. Provision Ubuntu VM from GCP.srt	12.9 KB
4.1 Provision Ubuntu 18.04 Virtual Machine.html	0.2 KB
5. Setup Docker.mp4	78.1 MB
5. Setup Docker.srt	12.5 KB
5.1 Setup Docker.html	0.1 KB
6. Validating Python.mp4	36.0 MB
6. Validating Python.srt	6.0 KB
6.1 Validating Python.html	0.1 KB
7. Setup Jupyter Lab.mp4	82.7 MB
7. Setup Jupyter Lab.srt	16.5 KB
7.1 Setup Jupyter Lab.html	0.1 KB
/30. Understanding Python Virtual Environments/
1. Introduction to Python Virtual Environments.mp4	1.9 MB
1. Introduction to Python Virtual Environments.srt	1.1 KB
10. Define requirements file for Web Application.mp4	16.0 MB
10. Define requirements file for Web Application.srt	5.2 KB
11. Install Dependencies using requirements file for Web Application.mp4	45.9 MB
11. Install Dependencies using requirements file for Web Application.srt	5.4 KB
12. Create Virtual Environment for Data Engineering Application.mp4	28.3 MB
12. Create Virtual Environment for Data Engineering Application.srt	4.0 KB
13. Install Dependencies for Data Engineering Application.mp4	55.1 MB
13. Install Dependencies for Data Engineering Application.srt	7.1 KB
14. Install Dependencies for Data Engineering Application using Python 3.6.mp4	22.6 MB
14. Install Dependencies for Data Engineering Application using Python 3.6.srt	4.4 KB
15. Validate Python and Package Compatibility and Install Python 3.6.mp4	61.6 MB
15. Validate Python and Package Compatibility and Install Python 3.6.srt	9.0 KB
16. Conclusion about understanding Python Virtual Environments.mp4	18.4 MB
16. Conclusion about understanding Python Virtual Environments.srt	3.9 KB
2. Validating Python Versions.mp4	19.6 MB
2. Validating Python Versions.srt	4.5 KB
3. Create Virtual Environment for Web Application.mp4	52.2 MB
3. Create Virtual Environment for Web Application.srt	10.4 KB
4. Reviewing dependencies installed in Virtual Environment.mp4	16.9 MB
4. Reviewing dependencies installed in Virtual Environment.srt	4.1 KB
5. Installing Dependencies for Web Application using pip.mp4	47.8 MB
5. Installing Dependencies for Web Application using pip.srt	10.3 KB
6. Getting Details about installed packages using pip.mp4	17.9 MB
6. Getting Details about installed packages using pip.srt	4.1 KB
7. Uninstall Packages using pip.mp4	28.4 MB
7. Uninstall Packages using pip.srt	5.1 KB
8. Cleanup Python Virtual Environment.mp4	15.2 MB
8. Cleanup Python Virtual Environment.srt	2.5 KB
9. Recreate and Activate Virtual Environment for Web Application.mp4	6.9 MB
9. Recreate and Activate Virtual Environment for Web Application.srt	3.9 KB
/31. Overview of Pycharm for Python Application Development/
1. Introduction to Pycharm for Python Application Development.mp4	4.5 MB
1. Introduction to Pycharm for Python Application Development.srt	2.4 KB
10. Overview of Pycharm Integrated Terminal.mp4	26.6 MB
10. Overview of Pycharm Integrated Terminal.srt	8.4 KB
11. Overview of Pycharm Integrated Terminal on Mac.mp4	12.9 MB
11. Overview of Pycharm Integrated Terminal on Mac.srt	6.0 KB
12. Overview of Run Time Arguments for Python Applications.mp4	22.5 MB
12. Overview of Run Time Arguments for Python Applications.srt	6.8 KB
13. Passing Run Time Arguments using Pycharm.mp4	21.4 MB
13. Passing Run Time Arguments using Pycharm.srt	6.3 KB
2. Installation of Pycharm on Windows.mp4	19.2 MB
2. Installation of Pycharm on Windows.srt	4.6 KB
3. Installation of Pycharm on Mac.mp4	21.7 MB
3. Installation of Pycharm on Mac.srt	6.0 KB
4. Setup Getting Started Project using Pycharm.mp4	31.7 MB
4. Setup Getting Started Project using Pycharm.srt	9.3 KB
5. Setup Getting Started Project using Pycharm on Mac.mp4	13.4 MB
5. Setup Getting Started Project using Pycharm on Mac.srt	6.0 KB
6. Setup de-demo project using Pycharm.mp4	16.1 MB
6. Setup de-demo project using Pycharm.srt	5.7 KB
7. Accessing Setting in Pycharm and Changing Font Size.mp4	9.5 MB
7. Accessing Setting in Pycharm and Changing Font Size.srt	3.0 KB
8. Accessing Setting in Pycharm and Changing Font Size on Mac.mp4	14.6 MB
8. Accessing Setting in Pycharm and Changing Font Size on Mac.srt	4.1 KB
9. Install Python Packages using Pycharm.mp4	14.2 MB
9. Install Python Packages using Pycharm.srt	5.3 KB
/32. Data Copier - Getting Started/
1. Introduction to Getting Started for Data copier.mp4	12.2 MB
1. Introduction to Getting Started for Data copier.srt	4.8 KB
1.1 Introduction to Getting Started for Data copier.html	0.1 KB
10. Setup Project using Pycharm.mp4	32.2 MB
10. Setup Project using Pycharm.srt	7.8 KB
10.1 Setup Project using Pycharm.html	0.2 KB
11. Managing Dependencies for the project.mp4	31.4 MB
11. Managing Dependencies for the project.srt	5.4 KB
11.1 Managing Dependencies for the project.html	0.2 KB
12. Create GitHub Project.mp4	67.1 MB
12. Create GitHub Project.srt	12.1 KB
12.1 Create GitHub Project.html	0.2 KB
2. Problem Statement - Data Copier.mp4	26.3 MB
2. Problem Statement - Data Copier.srt	5.8 KB
2.1 Problem Statement - Data Copier.html	0.2 KB
3. Create Working Directory for the Project.mp4	9.2 MB
3. Create Working Directory for the Project.srt	2.7 KB
4. Setup Docker on Windows 10 Pro.mp4	48.4 MB
4. Setup Docker on Windows 10 Pro.srt	11.0 KB
4.1 Setup Docker.html	0.1 KB
5. Quick Overview of Docker.mp4	121.3 MB
5. Quick Overview of Docker.srt	20.3 KB
5.1 Quick Overview of Docker.html	0.2 KB
6. Prepare Dataset.mp4	15.0 MB
6. Prepare Dataset.srt	3.2 KB
6.1 Prepare Dataset.html	0.1 KB
7. Create Postgres Container.mp4	71.9 MB
7. Create Postgres Container.srt	16.9 KB
7.1 Setup Postgres Database.html	0.2 KB
8. Setup Postgres Database for development.mp4	54.9 MB
8. Setup Postgres Database for development.srt	9.6 KB
8.1 Setup Postgres Database.html	0.2 KB
9. Overview of Postgres Database Commands.mp4	65.0 MB
9. Overview of Postgres Database Commands.srt	16.5 KB
9.1 Overview of Postgres Commands.html	0.2 KB
/33. Data Copier - Reading Data using Pandas/
1. Reading Data using Pandas - Introduction.mp4	10.3 MB
1. Reading Data using Pandas - Introduction.srt	3.0 KB
1.1 Reading Data using Pandas - Introduction.html	0.2 KB
2. Overview of Retail Data.mp4	37.8 MB
2. Overview of Retail Data.srt	6.0 KB
2.1 Overview of Retail Data.html	0.2 KB
3. Adding Pandas to the project.mp4	33.3 MB
3. Adding Pandas to the project.srt	7.3 KB
3.1 Adding Pandas to the project.html	0.2 KB
4. Reading JSON Data using Pandas.mp4	53.5 MB
4. Reading JSON Data using Pandas.srt	9.9 KB
4.1 Reading JSON Data using Pandas.html	0.2 KB
5. Previewing Data using Pandas.mp4	51.0 MB
5. Previewing Data using Pandas.srt	14.8 KB
5.1 Previewing Data using Pandas.html	0.2 KB
6. Reading Data in Chunks using Pandas.mp4	39.5 MB
6. Reading Data in Chunks using Pandas.srt	11.9 KB
6.1 Reading Data in Chunks using Pandas.html	0.2 KB
7. Dynamically read files using os.mp4	29.8 MB
7. Dynamically read files using os.srt	9.1 KB
7.1 Dynamically read files using os.html	0.2 KB
/34. Data Copier - Database Programming using Pandas/
1. Database Programming using Pandas - Introduction.mp4	12.4 MB
1. Database Programming using Pandas - Introduction.srt	2.7 KB
1.1 Database Programming using Pandas.html	0.2 KB
10. Drop users table.mp4	16.1 MB
10. Drop users table.srt	4.1 KB
10.1 Dropping users table.html	0.2 KB
2. Validate Postgres Setup using Docker.mp4	26.9 MB
2. Validate Postgres Setup using Docker.srt	5.0 KB
2.1 Validate Postgres Setup using Docker.html	0.2 KB
3. Add required dependencies for database programming using pandas.mp4	16.3 MB
3. Add required dependencies for database programming using pandas.srt	3.8 KB
3.1 Add required dependencies.html	0.2 KB
4. Create users table in retail_db Database.mp4	12.0 MB
4. Create users table in retail_db Database.srt	2.7 KB
4.1 Create users table in retail_db Database.html	0.2 KB
5. Populating Sample Data into users table.mp4	16.1 MB
5. Populating Sample Data into users table.srt	3.9 KB
5.1 Populating Sample Data into users table.html	0.2 KB
6. Reading data from table using Pandas.mp4	40.8 MB
6. Reading data from table using Pandas.srt	8.4 KB
6.1 Reading data from table using Pandas.html	0.2 KB
7. Truncate users table.mp4	16.9 MB
7. Truncate users table.srt	4.2 KB
7.1 Truncate users table.html	0.2 KB
8. Writing Pandas Dataframe to table.mp4	70.3 MB
8. Writing Pandas Dataframe to table.srt	13.1 KB
8.1 Writing Pandas Dataframe to table.html	0.2 KB
9. Validating users data.mp4	16.0 MB
9. Validating users data.srt	3.5 KB
9.1 Validating users data.html	0.2 KB
/35. Data Copier - Loading Data from files to tables/
1. Loading Data from files to tables - Introduction.mp4	7.7 MB
1. Loading Data from files to tables - Introduction.srt	1.9 KB
1.1 Loading Data from files to tables.html	0.2 KB
2. Populating Departments data into table.mp4	78.7 MB
2. Populating Departments data into table.srt	15.2 KB
2.1 Populating departments table.html	0.2 KB
3. Validate departments table.mp4	23.3 MB
3. Validate departments table.srt	6.0 KB
3.1 Validate departments table.html	0.2 KB
4. Populating orders table in chunks.mp4	77.4 MB
4. Populating orders table in chunks.srt	14.2 KB
4.1 Populating orders table.html	0.2 KB
5. Validate orders table in database.mp4	27.3 MB
5. Validate orders table in database.srt	6.1 KB
5.1 Validate orders table in database.html	0.2 KB
6. Validate orders table using pandas.mp4	35.0 MB
6. Validate orders table using pandas.srt	8.1 KB
6.1 Validate orders table using Pandas.html	0.2 KB
/36. Data Copier - Modularizing the application/
1. Overview of main function.mp4	40.5 MB
1. Overview of main function.srt	7.3 KB
1.1 Overview of main function.html	0.2 KB
10. Validate Integration logic.mp4	51.9 MB
10. Validate Integration logic.srt	8.7 KB
11. Develop logic for multiple tables.mp4	36.3 MB
11. Develop logic for multiple tables.srt	5.7 KB
12. Validate logic for table list as run time argument.mp4	72.3 MB
12. Validate logic for table list as run time argument.srt	12.0 KB
13. Push changes to remote git repository.mp4	32.5 MB
13. Push changes to remote git repository.srt	6.1 KB
2. Overview of Environment Variables.mp4	26.6 MB
2. Overview of Environment Variables.srt	5.1 KB
2.1 Overview of Environment Variables.html	0.2 KB
3. Using os module for Environment Variables.mp4	52.8 MB
3. Using os module for Environment Variables.srt	7.8 KB
3.1 Using os module for Environment Variables.html	0.2 KB
4. Passing Environment Variables using Pycharm.mp4	27.8 MB
4. Passing Environment Variables using Pycharm.srt	5.6 KB
4.1 Passing Environment Variables using Pycharm.html	0.2 KB
5. Read logic using Pandas.mp4	68.9 MB
5. Read logic using Pandas.srt	12.3 KB
5.1 Read logic using Pandas.html	0.2 KB
6. Validate read logic.mp4	56.0 MB
6. Validate read logic.srt	9.4 KB
7. Write logic using Pandas.mp4	57.4 MB
7. Write logic using Pandas.srt	10.6 KB
8. Validate write logic.mp4	63.6 MB
8. Validate write logic.srt	11.8 KB
9. Integrate read and write logic.mp4	38.1 MB
9. Integrate read and write logic.srt	6.6 KB
/37. Data Copier - Dockerizing the application/
1. Dockerizing the application - Introduction.mp4	5.1 MB
1. Dockerizing the application - Introduction.srt	1.4 KB
10. Validate Network Connectivity between Docker Containers.mp4	23.6 MB
10. Validate Network Connectivity between Docker Containers.srt	3.7 KB
11. Running Application from the Docker Container.mp4	54.3 MB
11. Running Application from the Docker Container.srt	9.8 KB
12. Delete Docker Container.mp4	39.4 MB
12. Delete Docker Container.srt	7.9 KB
2. Prepare Database for validation.mp4	15.7 MB
2. Prepare Database for validation.srt	3.5 KB
3. Pull and validate appropriate python image.mp4	52.0 MB
3. Pull and validate appropriate python image.srt	8.6 KB
4. Create and attach network to database container.mp4	54.3 MB
4. Create and attach network to database container.srt	10.3 KB
5. Quick recap about Docker containers.mp4	29.1 MB
5. Quick recap about Docker containers.srt	7.6 KB
6. Deploying application and installing dependencies in the docker container.mp4	65.5 MB
6. Deploying application and installing dependencies in the docker container.srt	9.5 KB
7. Copy source data files into container.mp4	23.6 MB
7. Copy source data files into container.srt	3.4 KB
8. Add Data Copier container to custom network.mp4	28.2 MB
8. Add Data Copier container to custom network.srt	4.8 KB
9. Installing OS libraries as part of Docker container.mp4	16.1 MB
9. Installing OS libraries as part of Docker container.srt	4.4 KB
/38. Data Copier - Using custom Docker Image/
1. Using Custom Docker Image - Introduction.mp4	5.2 MB
1. Using Custom Docker Image - Introduction.srt	0.9 KB
10. Run application using Docker.mp4	63.2 MB
10. Run application using Docker.srt	9.5 KB
2. Getting started with docker custom image.mp4	39.0 MB
2. Getting started with docker custom image.srt	8.2 KB
3. Install OS Modules in custom docker image.mp4	39.9 MB
3. Install OS Modules in custom docker image.srt	7.6 KB
4. Copying Source Code to Docker Custom Image.mp4	84.9 MB
4. Copying Source Code to Docker Custom Image.srt	14.3 KB
5. Adding dependencies to the custom image.mp4	30.2 MB
5. Adding dependencies to the custom image.srt	5.2 KB
6. Understanding docker custom image build process.mp4	29.6 MB
6. Understanding docker custom image build process.srt	4.7 KB
7. Mounting Data Folders on to Docker Container.mp4	36.4 MB
7. Mounting Data Folders on to Docker Container.srt	6.8 KB
8. Passing Environment Variables to Docker Container.mp4	71.7 MB
8. Passing Environment Variables to Docker Container.srt	10.2 KB
9. Add Data Copier Container to custom network.mp4	44.5 MB
9. Add Data Copier Container to custom network.srt	6.7 KB
/39. Data Copier - Deploy and Validate Application on Remote Server/
1. Deploy and Validate Application on Remote Server - Introduction.mp4	10.2 MB
1. Deploy and Validate Application on Remote Server - Introduction.srt	2.9 KB
10. Run and Validate Dockerized Application.mp4	77.2 MB
10. Run and Validate Dockerized Application.srt	12.9 KB
2. Push Application Changes to GitHub Repository.mp4	20.2 MB
2. Push Application Changes to GitHub Repository.srt	4.3 KB
3. Requirements to deploy application on Virtual Machine.mp4	30.1 MB
3. Requirements to deploy application on Virtual Machine.srt	5.9 KB
4. Clone Application on remote machine.mp4	24.6 MB
4. Clone Application on remote machine.srt	3.6 KB
5. Setup Data Set for Validation.mp4	25.7 MB
5. Setup Data Set for Validation.srt	3.4 KB
6. Setup Network and Database Folder for Database using Docker.mp4	32.3 MB
6. Setup Network and Database Folder for Database using Docker.srt	6.1 KB
7. Setup Docker Container for the Database.mp4	69.3 MB
7. Setup Docker Container for the Database.srt	10.1 KB
8. Setup Database and Tables as part of Docker based Database Server.mp4	39.2 MB
8. Setup Database and Tables as part of Docker based Database Server.srt	6.4 KB
9. Building Custom Docker Image for application.mp4	36.1 MB
9. Building Custom Docker Image for application.srt	5.4 KB
/4. Networking Concepts for Beginners - ip addresses and port numbers/
1. Enable telnet on Windows.mp4	14.7 MB
1. Enable telnet on Windows.srt	5.1 KB
10. Setup Web Application and access using private ip.mp4	31.7 MB
10. Setup Web Application and access using private ip.srt	5.8 KB
11. Disable Access to Web Application using Public ip.mp4	26.2 MB
11. Disable Access to Web Application using Public ip.srt	5.4 KB
12. Install sshuttle on Mac using brew.mp4	11.3 MB
12. Install sshuttle on Mac using brew.srt	4.7 KB
13. Access Web Application using Private IP using SSH as proxy.mp4	45.0 MB
13. Access Web Application using Private IP using SSH as proxy.srt	9.4 KB
2. Different IP Address Types.mp4	22.8 MB
2. Different IP Address Types.srt	5.0 KB
3. Port Numbers associated with Applications or Services.mp4	53.4 MB
3. Port Numbers associated with Applications or Services.srt	12.4 KB
4. Reverting port for SSH to default port number.mp4	22.2 MB
4. Reverting port for SSH to default port number.srt	4.1 KB
5. Setup Apache2 on Ubuntu.mp4	43.5 MB
5. Setup Apache2 on Ubuntu.srt	10.3 KB
6. Overview of localhost.mp4	16.7 MB
6. Overview of localhost.srt	4.8 KB
7. Overview of Private IP Address associated with a server.mp4	31.7 MB
7. Overview of Private IP Address associated with a server.srt	5.8 KB
8. Overview of Public IP Address associated with a server.mp4	39.9 MB
8. Overview of Public IP Address associated with a server.srt	7.6 KB
9. Setup Web Application and access using local ip.mp4	44.2 MB
9. Setup Web Application and access using local ip.srt	7.8 KB
/40. Setup Hadoop on Single Node Cluster/
1. Introduction to Single Node Hadoop Cluster.mp4	17.2 MB
1. Introduction to Single Node Hadoop Cluster.srt	5.0 KB
2. Setup Prerequisties.mp4	33.0 MB
2. Setup Prerequisties.srt	8.4 KB
3. Setup Password less login.mp4	18.1 MB
3. Setup Password less login.srt	6.1 KB
4. Download and Install Hadoop.mp4	32.0 MB
4. Download and Install Hadoop.srt	7.2 KB
5. Configure Hadoop HDFS.mp4	49.7 MB
5. Configure Hadoop HDFS.srt	11.1 KB
6. Start and Validate HDFS.mp4	48.4 MB
6. Start and Validate HDFS.srt	10.0 KB
7. Configure Hadoop YARN.mp4	8.1 MB
7. Configure Hadoop YARN.srt	2.0 KB
8. Start and Validate YARN.mp4	15.0 MB
8. Start and Validate YARN.srt	3.2 KB
9. Managing Single Node Hadoop.mp4	21.2 MB
9. Managing Single Node Hadoop.srt	6.8 KB
/41. Setup Hive and Spark on Single Node Cluster/
1. Setup Data Sets for Practice.mp4	40.8 MB
1. Setup Data Sets for Practice.srt	7.2 KB
10. Validate Jupyter Lab Setup.mp4	71.2 MB
10. Validate Jupyter Lab Setup.srt	15.5 KB
11. Intergrate Spark 2 with Jupyter Lab.mp4	40.7 MB
11. Intergrate Spark 2 with Jupyter Lab.srt	9.7 KB
12. Download and Install Spark 3.mp4	15.4 MB
12. Download and Install Spark 3.srt	3.0 KB
13. Configure Spark 3.mp4	61.8 MB
13. Configure Spark 3.srt	10.4 KB
14. Validate Spark 3 using CLIs.mp4	65.5 MB
14. Validate Spark 3 using CLIs.srt	12.5 KB
15. Intergrate Spark 3 with Jupyter Lab.mp4	26.5 MB
15. Intergrate Spark 3 with Jupyter Lab.srt	6.7 KB
2. Download and Install Hive.mp4	13.9 MB
2. Download and Install Hive.srt	3.5 KB
3. Setup Database for Hive Metastore.mp4	55.9 MB
3. Setup Database for Hive Metastore.srt	11.4 KB
4. Configure and Setup Hive Metastore.mp4	56.1 MB
4. Configure and Setup Hive Metastore.srt	11.6 KB
5. Launch and Validate Hive.mp4	37.8 MB
5. Launch and Validate Hive.srt	8.0 KB
6. Scripts to Manage Single Node Cluster.mp4	23.5 MB
6. Scripts to Manage Single Node Cluster.srt	7.8 KB
7. Download and Install Spark 2.mp4	26.6 MB
7. Download and Install Spark 2.srt	5.6 KB
8. Configure Spark 2.mp4	70.0 MB
8. Configure Spark 2.srt	13.7 KB
9. Validate Spark 2 using CLIs.mp4	69.4 MB
9. Validate Spark 2 using CLIs.srt	12.8 KB
/42. Introduction to Hadoop eco system - Overview of HDFS/
1. Getting help or usage.mp4	36.2 MB
1. Getting help or usage.srt	6.1 KB
1.1 Getting help or usage.html	0.1 KB
10. Getting HDFS Storage Usage.mp4	15.8 MB
10. Getting HDFS Storage Usage.srt	3.6 KB
10.1 Getting HDFS Storage Usage.html	0.1 KB
11. USing HDFS Stat Commands.mp4	11.3 MB
11. USing HDFS Stat Commands.srt	2.4 KB
11.1 Using HDFS Stat Commands.html	0.1 KB
12. HDFS File Permissions.mp4	72.3 MB
12. HDFS File Permissions.srt	13.8 KB
12.1 HDFS File Permissions.html	0.1 KB
13. Overriding Properties.mp4	44.8 MB
13. Overriding Properties.srt	9.5 KB
13.1 Overriding Properties.html	0.1 KB
2. Listing HDFS Files.mp4	43.5 MB
2. Listing HDFS Files.srt	5.9 KB
2.1 Listing HDFS Files.html	0.1 KB
3. Managing HDFS Directories.mp4	98.3 MB
3. Managing HDFS Directories.srt	18.1 KB
3.1 Managing HDFS Directories.html	0.1 KB
4. Copying files from local to HDFS.mp4	107.6 MB
4. Copying files from local to HDFS.srt	19.1 KB
4.1 Copying files from local to HDFS.html	0.2 KB
5. Copying files from HDFS to local.mp4	42.8 MB
5. Copying files from HDFS to local.srt	8.8 KB
5.1 Copying files from HDFS local.html	0.2 KB
6. Getting Files Metadata.mp4	70.1 MB
6. Getting Files Metadata.srt	12.0 KB
6.1 Getting Files Metadata.html	0.1 KB
7. Previewing Data in HDFS Files.mp4	38.4 MB
7. Previewing Data in HDFS Files.srt	9.7 KB
7.1 Previewing Data in HDFS Files.html	0.1 KB
8. HDFS Block Size.mp4	42.6 MB
8. HDFS Block Size.srt	7.6 KB
8.1 HDFS Block Size.html	0.1 KB
9. HDFS Replication Factor.mp4	60.3 MB
9. HDFS Replication Factor.srt	11.7 KB
9.1 HDFS Replication Factor.html	0.1 KB
/43. Data Engineering using Spark SQL - Getting Started/
1. Getting Started - Overview.mp4	10.2 MB
1. Getting Started - Overview.srt	2.9 KB
1.1 Getting Started.html	0.1 KB
10. Role of Spark Metastore or Hive Metastore.mp4	29.2 MB
10. Role of Spark Metastore or Hive Metastore.srt	7.2 KB
10.1 Role of Spark or Hive Metastore.html	0.2 KB
11. Exercise - Getting Started with Spark SQL.mp4	61.0 MB
11. Exercise - Getting Started with Spark SQL.srt	12.9 KB
11.1 Exercise - Getting Started with Spark SQL.html	0.1 KB
2. Overview of Spark Documentation.mp4	21.8 MB
2. Overview of Spark Documentation.srt	4.1 KB
2.1 Overview of Spark Documentation.html	0.2 KB
3. Launching and using Spark SQL CLI.mp4	30.8 MB
3. Launching and using Spark SQL CLI.srt	6.2 KB
3.1 Overview of Spark SQL CLI.html	0.1 KB
4. Overview of Spark SQL Properties.mp4	73.5 MB
4. Overview of Spark SQL Properties.srt	13.2 KB
4.1 Overview of Spark SQL Properties.html	0.2 KB
5. Running OS Commands using Spark SQL.mp4	25.3 MB
5. Running OS Commands using Spark SQL.srt	5.0 KB
5.1 Running OS Commands.html	0.1 KB
6. Understanding Warehouse Directory.mp4	31.9 MB
6. Understanding Warehouse Directory.srt	5.6 KB
6.1 Understanding Warehouse Directory.html	0.2 KB
7. Managing Spark Metastore Databases.mp4	68.8 MB
7. Managing Spark Metastore Databases.srt	14.3 KB
7.1 Managing Spark Metastore Databases.html	0.2 KB
8. Managing Spark Metastore Tables.mp4	18.4 MB
8. Managing Spark Metastore Tables.srt	4.7 KB
8.1 Managing Spark Metastore Tables.html	0.2 KB
9. Retrieve Metadata of Tables.mp4	16.0 MB
9. Retrieve Metadata of Tables.srt	3.3 KB
9.1 Retrieve Metadata of Tables.html	0.1 KB
/44. Data Engineering using Spark SQL - Basic Transformations/
1. Basic Transformations - Introduction.mp4	17.4 MB
1. Basic Transformations - Introduction.srt	5.1 KB
1.1 Basic Transformations.html	0.1 KB
10. Sorting Data.mp4	33.7 MB
10. Sorting Data.srt	7.3 KB
10.1 Sorting Data.html	0.1 KB
11. Conclusion - Final Solution.mp4	24.5 MB
11. Conclusion - Final Solution.srt	6.3 KB
11.1 Conclusion - Final Solution.html	0.2 KB
2. Spark SQL - Overview.mp4	44.6 MB
2. Spark SQL - Overview.srt	10.1 KB
2.1 Spark SQL – Overview.html	0.1 KB
3. Define Problem Statement.mp4	20.5 MB
3. Define Problem Statement.srt	5.5 KB
3.1 Define Problem Statement.html	0.1 KB
4. Prepare Tables.mp4	35.8 MB
4. Prepare Tables.srt	7.6 KB
4.1 Preparing Tables.html	0.1 KB
5. Projecting Data.mp4	31.5 MB
5. Projecting Data.srt	5.8 KB
5.1 Projecting Data.html	0.1 KB
6. Filtering Data.mp4	73.3 MB
6. Filtering Data.srt	15.7 KB
6.1 Filtering Data.html	0.1 KB
7. Joining Tables - Inner.mp4	55.4 MB
7. Joining Tables - Inner.srt	11.2 KB
7.1 Joining Tables - Inner.html	0.1 KB
8. Joining Tables - Outer.mp4	58.9 MB
8. Joining Tables - Outer.srt	11.3 KB
8.1 Joining Tables - Outer.html	0.1 KB
9. Aggregation Data.mp4	85.2 MB
9. Aggregation Data.srt	16.4 KB
9.1 Aggregating Data.html	0.1 KB
/45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/
1. Introduction.mp4	21.0 MB
1. Introduction.srt	4.3 KB
1.1 Basic DDL and DML - Introduction.html	0.1 KB
10. Overview of File Formats.mp4	57.3 MB
10. Overview of File Formats.srt	11.0 KB
10.1 Overview of File Formats.html	0.1 KB
11. Drop Tables and Databases.mp4	27.7 MB
11. Drop Tables and Databases.srt	6.1 KB
11.1 Dropping Tables and Databases.html	0.2 KB
12. Truncating Tables.mp4	17.4 MB
12. Truncating Tables.srt	3.2 KB
12.1 Truncating Tables.html	0.1 KB
13. Exercise - Managed Tables.mp4	53.8 MB
13. Exercise - Managed Tables.srt	10.3 KB
13.1 Managed Tables - Exercise.html	0.1 KB
2. Create Spark Metastore Tables.mp4	70.3 MB
2. Create Spark Metastore Tables.srt	15.2 KB
2.1 Create Spark Metastore Tables.html	0.2 KB
3. Overview of Data Types.mp4	69.6 MB
3. Overview of Data Types.srt	13.6 KB
3.1 Overview of Data Types.html	0.1 KB
4. Adding Comments.mp4	18.6 MB
4. Adding Comments.srt	3.4 KB
4.1 Adding Comments.html	0.1 KB
5. Loading Data Into Tables - Local.mp4	28.9 MB
5. Loading Data Into Tables - Local.srt	6.8 KB
5.1 Loading Data into Tables - Local.html	0.2 KB
6. Loading Data Into Tables - HDFS.mp4	45.7 MB
6. Loading Data Into Tables - HDFS.srt	8.5 KB
6.1 Loading Data into Tables - HDFS.html	0.2 KB
7. Loading Data - Append and Overwrite.mp4	18.8 MB
7. Loading Data - Append and Overwrite.srt	3.9 KB
7.1 Loading Data - Append and Overwrite.html	0.2 KB
8. Creating External Tables.mp4	26.3 MB
8. Creating External Tables.srt	4.8 KB
8.1 Creating External Tables.html	0.1 KB
9. Managed Tables vs External Tables.mp4	41.0 MB
9. Managed Tables vs External Tables.srt	6.6 KB
9.1 Managed Tables vs. External Tables.html	0.1 KB
/46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/
1. Introduction - Managing Tables - DML and Partitioning.mp4	24.6 MB
1. Introduction - Managing Tables - DML and Partitioning.srt	5.3 KB
1.1 DML and Partitioning.html	0.1 KB
10. Using Dynamic Partition Mode.mp4	37.4 MB
10. Using Dynamic Partition Mode.srt	6.8 KB
10.1 Using Dynamic Partition Mode.html	0.2 KB
11. Exercise - Partitioned Tables.mp4	28.3 MB
11. Exercise - Partitioned Tables.srt	5.6 KB
11.1 Exercise - Partitioned Tables.html	0.2 KB
2. Introduction to Partitioning.mp4	8.7 MB
2. Introduction to Partitioning.srt	2.0 KB
2.1 Introduction to Partitioning.html	0.2 KB
3. Creating Tables using Parquet.mp4	36.3 MB
3. Creating Tables using Parquet.srt	6.7 KB
3.1 Creating Tables using Parquet.html	0.2 KB
4. Load vs Insert.mp4	26.7 MB
4. Load vs Insert.srt	6.0 KB
4.1 LOAD vs. INSERT.html	0.1 KB
5. Inserting Data using Stage Table.mp4	38.1 MB
5. Inserting Data using Stage Table.srt	6.6 KB
5.1 Inserting Data using Stage Table.html	0.2 KB
6. Creating Partitioned Tables.mp4	22.1 MB
6. Creating Partitioned Tables.srt	4.9 KB
6.1 Creating Partitioned Tables.html	0.2 KB
7. Adding Partitions to Tables.mp4	28.7 MB
7. Adding Partitions to Tables.srt	5.8 KB
7.1 Adding Partitions to Tables.html	0.2 KB
8. Loading Data into Partitioned Tables.mp4	68.0 MB
8. Loading Data into Partitioned Tables.srt	10.8 KB
8.1 Loading into Partitions.html	0.2 KB
9. Inserting Data into Partitions.mp4	24.3 MB
9. Inserting Data into Partitions.srt	4.8 KB
9.1 Inserting Data into Partitions.html	0.2 KB
/47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/
1. Introduction - Overview of Spark SQL Functions.mp4	11.0 MB
1. Introduction - Overview of Spark SQL Functions.srt	2.8 KB
1.1 Predefined Functions.html	0.1 KB
10. Query Example - Word Count.mp4	43.2 MB
10. Query Example - Word Count.srt	10.2 KB
10.1 Query Example - Word Count.html	0.1 KB
2. Overview of Functions.mp4	19.6 MB
2. Overview of Functions.srt	4.2 KB
2.1 Overview of Functions.html	0.1 KB
3. Validating Functions.mp4	32.0 MB
3. Validating Functions.srt	6.9 KB
3.1 Validating Functions.html	0.1 KB
4. String Manipulation Functions.mp4	76.5 MB
4. String Manipulation Functions.srt	16.8 KB
4.1 String Manipulation Functions.html	0.2 KB
5. Date Manipulation Functions.mp4	113.0 MB
5. Date Manipulation Functions.srt	23.6 KB
5.1 Date Manipulation Functions.html	0.2 KB
6. Overview of Numeric Functions.mp4	57.4 MB
6. Overview of Numeric Functions.srt	13.1 KB
6.1 Overview of Numeric Functions.html	0.2 KB
7. Data Type Conversion.mp4	25.8 MB
7. Data Type Conversion.srt	6.3 KB
7.1 Data Type Conversion.html	0.1 KB
8. Dealing with Nulls.mp4	51.0 MB
8. Dealing with Nulls.srt	11.8 KB
8.1 Handling NULL Values.html	0.1 KB
9. Using CASE and WHEN.mp4	64.4 MB
9. Using CASE and WHEN.srt	10.6 KB
9.1 Using CASE and WHEN.html	0.1 KB
/48. Data Engineering using Spark SQL - Windowing Functions/
1. Introduction - Windowing Functions.mp4	12.4 MB
1. Introduction - Windowing Functions.srt	3.0 KB
1.1 Windowing Functions - Introduction.html	0.1 KB
10. Filtering Windowing Function Results.mp4	38.9 MB
10. Filtering Windowing Function Results.srt	8.2 KB
10.1 Filtering - Window Function Results.html	0.2 KB
2. Prepare HR Database.mp4	22.7 MB
2. Prepare HR Database.srt	5.4 KB
2.1 GitHub repository for HR Database.html	0.1 KB
2.2 Prepare HR Database.html	0.1 KB
3. Overview of Windowing Functions.mp4	23.5 MB
3. Overview of Windowing Functions.srt	5.0 KB
3.1 Overview of Windowing Functions.html	0.2 KB
4. Aggregations using Windowing Functions.mp4	83.4 MB
4. Aggregations using Windowing Functions.srt	15.8 KB
4.1 Aggregations using Windowing Functions.html	0.2 KB
5. Using LEAD or LAG.mp4	93.8 MB
5. Using LEAD or LAG.srt	15.2 KB
5.1 Using LEAD or LAG.html	0.1 KB
6. Getting first and last values.mp4	66.9 MB
6. Getting first and last values.srt	10.6 KB
6.1 Getting first and last values.html	0.2 KB
7. Ranking using Windowing Functions.mp4	81.9 MB
7. Ranking using Windowing Functions.srt	16.7 KB
7.1 Ranking using Windowing Functions.html	0.2 KB
8. Order of execution of SQL.cmproj.mp4	49.7 MB
8. Order of execution of SQL.cmproj.srt	9.7 KB
8.1 Order of execution of SQL.html	0.1 KB
9. Overview of Subqueries.mp4	24.8 MB
9. Overview of Subqueries.srt	6.2 KB
9.1 Overview of Sub Queries.html	0.1 KB
/49. Apache Spark using Python - Data Processing Overview/
1. Starting Spark Context - pyspark.mp4	51.5 MB
1. Starting Spark Context - pyspark.srt	11.3 KB
1.1 Starting Spark Context.html	0.1 KB
2. Overview of Spark Read APIs.mp4	83.9 MB
2. Overview of Spark Read APIs.srt	16.3 KB
2.1 Overview of Spark read APIs.html	0.2 KB
3. Understanding airlines data.mp4	28.4 MB
3. Understanding airlines data.srt	6.5 KB
3.1 flightmonth=200801.zip	13.5 MB
3.2 Understand airlines data.html	0.2 KB
4. Inferring Schema.mp4	55.5 MB
4. Inferring Schema.srt	9.8 KB
4.1 Inferring Schema.html	0.1 KB
5. Previewing Airlines Data.mp4	46.2 MB
5. Previewing Airlines Data.srt	10.0 KB
5.1 Previewing airlines data.html	0.2 KB
6. Overview of Data Frame APIs.mp4	54.4 MB
6. Overview of Data Frame APIs.srt	10.9 KB
6.1 Overview of Data Frame APIs.html	0.2 KB
7. Overview of Functions.mp4	37.9 MB
7. Overview of Functions.srt	7.6 KB
7.1 Overview of Functions.html	0.1 KB
8. Overview of Spark Write APIs.mp4	83.8 MB
8. Overview of Spark Write APIs.srt	15.9 KB
8.1 Overview of Spark Write APIs.html	0.2 KB
/5. Setting up Environment - Setup Postgres Database on Ubuntu VM/
1. Introduction - Setup Postgres Database.mp4	7.6 MB
1. Introduction - Setup Postgres Database.srt	2.3 KB
10. Jupyter Lab and Postgresql on local systems such as Mac.mp4	40.6 MB
10. Jupyter Lab and Postgresql on local systems such as Mac.srt	9.6 KB
10.1 Jupyter Lab and Postgresql.html	0.2 KB
11. Jupyter Lab and Postgresql using Ubuntu VM.mp4	74.1 MB
11. Jupyter Lab and Postgresql using Ubuntu VM.srt	15.1 KB
11.1 Jupyter Lab and Postgresql on Ubuntu VM (AWS Cloud9 and GCP).html	0.2 KB
2. Setup Postgres using Docker.mp4	51.3 MB
2. Setup Postgres using Docker.srt	10.9 KB
2.1 Setup Postgres using Docker.html	0.2 KB
3. Docker Cheat Sheet.mp4	96.6 MB
3. Docker Cheat Sheet.srt	19.6 KB
3.1 Docker Cheat Sheet.html	0.1 KB
4. Accessing Postgres using Docker CLI.mp4	32.8 MB
4. Accessing Postgres using Docker CLI.srt	7.4 KB
4.1 Accessing Postgres using Docker CLI.html	0.2 KB
5. Create Database and User.mp4	42.3 MB
5. Create Database and User.srt	8.2 KB
5.1 Create Database and User.html	0.2 KB
6. Execute SQL Scripts.mp4	52.1 MB
6. Execute SQL Scripts.srt	9.3 KB
6.1 Execute SQL Scripts.html	0.1 KB
7. Setup SQL Workbench.mp4	34.2 MB
7. Setup SQL Workbench.srt	6.2 KB
8. Download Postgres Driver.mp4	41.2 MB
8. Download Postgres Driver.srt	8.9 KB
9. Connecting to Postgres using SQL Workbench.mp4	82.2 MB
9. Connecting to Postgres using SQL Workbench.srt	17.5 KB
9.1 SQL Workbench and Postgres.html	0.2 KB
/50. Apache Spark using Python - Processing Column Data/
1. Overview of Predefined Functions in Spark.mp4	52.4 MB
1. Overview of Predefined Functions in Spark.srt	11.7 KB
1.1 Pre-defined Functions.html	0.1 KB
10. Date and Time Manipulation Functions.mp4	27.5 MB
10. Date and Time Manipulation Functions.srt	6.8 KB
10.1 Date and Time Manipulation Functions.html	0.2 KB
11. Date and Time Arithmetic.mp4	39.7 MB
11. Date and Time Arithmetic.srt	8.3 KB
11.1 Date and Time Arithmetic.html	0.1 KB
12. Using Date and Time Trunc Functions.mp4	44.2 MB
12. Using Date and Time Trunc Functions.srt	9.0 KB
12.1 Using Date and Time Trunc Functions.html	0.2 KB
13. Date and Time Extract Functions.mp4	26.3 MB
13. Date and Time Extract Functions.srt	7.0 KB
13.1 Date and Time Extract Functions.html	0.2 KB
14. Using to_date and to_timestamp.mp4	53.2 MB
14. Using to_date and to_timestamp.srt	13.6 KB
14.1 Using to_date and to_timestamp.html	0.2 KB
15. Using date_format Function.mp4	42.3 MB
15. Using date_format Function.srt	9.5 KB
15.1 Using date_format Function.html	0.2 KB
16. Dealing with Unix Timestamp.mp4	40.9 MB
16. Dealing with Unix Timestamp.srt	9.8 KB
16.1 Dealing with Unix Timestamp.html	0.2 KB
17. Dealing with Nulls.mp4	42.8 MB
17. Dealing with Nulls.srt	9.8 KB
17.1 Dealing with Nulls.html	0.1 KB
18. Using CASE and WHEN.mp4	50.3 MB
18. Using CASE and WHEN.srt	11.4 KB
18.1 Using CASE and WHEN.html	0.1 KB
2. Create Dummy Data Frame.mp4	28.6 MB
2. Create Dummy Data Frame.srt	8.2 KB
2.1 Create Dummy Data Frame.html	0.1 KB
3. Categories of Functions.mp4	18.7 MB
3. Categories of Functions.srt	5.3 KB
3.1 Categories of Functions.html	0.1 KB
4. Special Functions - col and lit.mp4	47.1 MB
4. Special Functions - col and lit.srt	9.9 KB
4.1 Special Functions - col and lit.html	0.2 KB
5. Common String Manipulation Functions.mp4	28.3 MB
5. Common String Manipulation Functions.srt	6.5 KB
5.1 Common String Manipulation Functions.html	0.2 KB
6. Extracting Strings using substring.mp4	57.2 MB
6. Extracting Strings using substring.srt	13.7 KB
6.1 Extracting Strings using substring.html	0.2 KB
7. Extracting Strings using split.mp4	52.1 MB
7. Extracting Strings using split.srt	11.8 KB
7.1 Extracting Strings using split.html	0.2 KB
8. Padding Characters around Strings.mp4	38.8 MB
8. Padding Characters around Strings.srt	8.6 KB
8.1 Padding Characters around Strings.html	0.2 KB
9. Trimming Characters from Strings.mp4	34.9 MB
9. Trimming Characters from Strings.srt	8.2 KB
9.1 Trimming Characters from Strings.html	0.2 KB
/51. Apache Spark using Python - Basic Transformations/
1. Overview of Basic Transformations.mp4	18.0 MB
1. Overview of Basic Transformations.srt	3.6 KB
1.1 Overview of Basic Transformations.html	0.2 KB
10. Total Aggregations.mp4	72.9 MB
10. Total Aggregations.srt	19.4 KB
10.1 Total Aggregations.html	0.1 KB
11. Aggregate data using groupBy.mp4	59.0 MB
11. Aggregate data using groupBy.srt	14.3 KB
11.1 Aggregate data using groupBy.html	0.2 KB
12. Aggregate data using rollup.mp4	59.4 MB
12. Aggregate data using rollup.srt	11.9 KB
12.1 Aggregate data using rollup.html	0.2 KB
13. Aggregate data using cube.cmproj.mp4	58.6 MB
13. Aggregate data using cube.cmproj.srt	11.0 KB
13.1 Aggregate data using cube.html	0.1 KB
14. Overview of Sorting Data Frames.mp4	85.5 MB
14. Overview of Sorting Data Frames.srt	18.3 KB
14.1 Overview of Sorting Data Frames.html	0.2 KB
15. Solution - Problem 1 - Get Total Aggregations.mp4	58.0 MB
15. Solution - Problem 1 - Get Total Aggregations.srt	11.8 KB
15.1 Solutions - Problem 1.html	0.1 KB
16. Solution - Problem 2 - Get Total Aggregations By FlightDate.mp4	37.0 MB
16. Solution - Problem 2 - Get Total Aggregations By FlightDate.srt	6.6 KB
16.1 Solutions - Problem 2.html	0.1 KB
2. Data Frames for basic transformations.mp4	28.6 MB
2. Data Frames for basic transformations.srt	6.7 KB
2.1 Data Frame for basic transformations.html	0.2 KB
3. Basic Filtering of Data.mp4	47.4 MB
3. Basic Filtering of Data.srt	12.5 KB
3.1 Basic Filtering of Data.html	0.1 KB
4. Filtering Example using dates.mp4	55.8 MB
4. Filtering Example using dates.srt	14.0 KB
4.1 Filtering example using dates.html	0.2 KB
5. Boolean Operators.mp4	68.2 MB
5. Boolean Operators.srt	16.8 KB
5.1 Boolean Operators.html	0.1 KB
6. Using IN Operator or isin Function.mp4	37.0 MB
6. Using IN Operator or isin Function.srt	9.4 KB
6.1 Using IN Operator or isin Function.html	0.2 KB
7. Using LIKE Operator or like Function.mp4	34.2 MB
7. Using LIKE Operator or like Function.srt	8.6 KB
7.1 Using LIKE Operator or like Function.html	0.2 KB
8. Using BETWEEN Operator.mp4	33.1 MB
8. Using BETWEEN Operator.srt	8.7 KB
8.1 Using BETWEEN Operator.html	0.1 KB
9. Dealing with Nulls while Filtering.mp4	43.2 MB
9. Dealing with Nulls while Filtering.srt	8.9 KB
9.1 Dealing with Nulls while Filtering.html	0.2 KB
/52. Apache Spark using Python - Joining Data Sets/
1. Prepare Datasets for Joins.mp4	38.9 MB
1. Prepare Datasets for Joins.srt	9.5 KB
1.1 airport-codes-na.txt	11.4 KB
1.2 flightmonth=200801.zip	13.5 MB
1.3 Prepare Datasets for Joins.html	0.1 KB
10. Solution - Get Origins without master data.mp4	28.2 MB
10. Solution - Get Origins without master data.srt	7.2 KB
10.1 Solutions - Problem 4.html	0.1 KB
11. Solution - Get Count of Flights without master data.mp4	19.2 MB
11. Solution - Get Count of Flights without master data.srt	4.3 KB
11.1 Solutions - Problem 5.html	0.1 KB
12. Solution - Get Count of Flights per Airport without master data.mp4	25.0 MB
12. Solution - Get Count of Flights per Airport without master data.srt	5.9 KB
12.1 Solutions - Problem 6.html	0.1 KB
13. Solution - Get Daily Revenue.mp4	24.5 MB
13. Solution - Get Daily Revenue.srt	5.9 KB
13.1 Solutions - Problem 7.html	0.1 KB
14. Solution - Get Daily Revenue rolled up till Yearly.mp4	32.7 MB
14. Solution - Get Daily Revenue rolled up till Yearly.srt	7.5 KB
14.1 Solutions - Problem 8.html	0.1 KB
2. Analyze Datasets for Joins.mp4	57.4 MB
2. Analyze Datasets for Joins.srt	13.2 KB
2.1 Analyze Datasets for Joins.html	0.1 KB
3. Problem Statements for Joins.mp4	8.9 MB
3. Problem Statements for Joins.srt	2.7 KB
3.1 Problem Statements for Joins.html	0.1 KB
4. Overview of Joins.mp4	6.7 MB
4. Overview of Joins.srt	2.1 KB
4.1 Overview of Joins.html	0.1 KB
5. Using Inner Joins.mp4	55.4 MB
5. Using Inner Joins.srt	12.7 KB
5.1 Using Inner Join.html	0.1 KB
6. Left or Right Outer Join.mp4	75.9 MB
6. Left or Right Outer Join.srt	16.4 KB
6.1 Left or Right Outer Join.html	0.1 KB
7. Solution - Get Flight Count Per US Airport.mp4	28.5 MB
7. Solution - Get Flight Count Per US Airport.srt	7.0 KB
7.1 Solutions - Problem 1.html	0.1 KB
8. Solution - Get Flight Count Per US State.mp4	17.8 MB
8. Solution - Get Flight Count Per US State.srt	4.5 KB
8.1 Solutions - Problem 2.html	0.1 KB
9. Solution - Get Dormant US Airports.mp4	24.4 MB
9. Solution - Get Dormant US Airports.srt	5.7 KB
9.1 Solutions - Problem 3.html	0.1 KB
/53. Apache Spark using Python - Spark Metastore/
1. Overview of Spark Metastore.mp4	44.8 MB
1. Overview of Spark Metastore.srt	10.6 KB
1.1 Overview of Spark Metastore.html	0.1 KB
10. Creating Temporary Views.mp4	28.5 MB
10. Creating Temporary Views.srt	7.3 KB
10.1 Creating Temp Views.html	0.1 KB
11. Using Spark SQL.mp4	60.7 MB
11. Using Spark SQL.srt	14.4 KB
11.1 Using Spark SQL.html	0.1 KB
2. Exploring Spark Catalog.mp4	22.0 MB
2. Exploring Spark Catalog.srt	4.3 KB
2.1 Exploring Spark Catalog.html	0.1 KB
3. Creating Metastore Tables using catalog.mp4	69.0 MB
3. Creating Metastore Tables using catalog.srt	17.4 KB
3.1 Creating Metastore Tables using catalog.html	0.2 KB
4. Inferring Schema for Tables.mp4	48.8 MB
4. Inferring Schema for Tables.srt	11.1 KB
4.1 Inferring Schema for Tables.html	0.1 KB
5. Define Schema for Tables using StructType.mp4	50.6 MB
5. Define Schema for Tables using StructType.srt	10.7 KB
5.1 Define Schema for Tables using StructType.html	0.2 KB
6. Inserting into Existing Tables.mp4	51.3 MB
6. Inserting into Existing Tables.srt	10.2 KB
6.1 Inserting into Existing Tables.html	0.1 KB
7. Read and Process data from Metastore Tables.mp4	39.7 MB
7. Read and Process data from Metastore Tables.srt	9.2 KB
7.1 Read and Process data from Metastore Tables.html	0.2 KB
8. Create Partitioned Tables.mp4	66.1 MB
8. Create Partitioned Tables.srt	14.6 KB
8.1 Creating Partitioned Tables.html	0.1 KB
9. Saving as Partitioned Table.mp4	37.8 MB
9. Saving as Partitioned Table.srt	8.1 KB
9.1 Saving as Partitioned Tables.html	0.1 KB
/54. Apache Spark - Development Life Cycle using Python/
1. Setup Virtual Environment and Install Pyspark.mp4	39.7 MB
1. Setup Virtual Environment and Install Pyspark.srt	7.6 KB
10. Setup Sample Data.mp4	19.5 MB
10. Setup Sample Data.srt	3.8 KB
11. Read Data from Files.mp4	66.7 MB
11. Read Data from Files.srt	12.6 KB
12. [Code and Instructions] - Read data from files.html	1.5 KB
13. Process Data using Spark APIs.mp4	45.7 MB
13. Process Data using Spark APIs.srt	9.4 KB
14. [Code and Instructions] - Process data using Spark APIs.html	1.5 KB
15. Write Data to Files.mp4	46.9 MB
15. Write Data to Files.srt	11.0 KB
16. [Code and Instructions] - Write data to files.html	2.0 KB
17. Validating Writing Data to Files.mp4	53.0 MB
17. Validating Writing Data to Files.srt	10.6 KB
18. Productionizing the Code.mp4	26.7 MB
18. Productionizing the Code.srt	7.3 KB
19. [Code and Instructions] - Productionizing the code.html	3.5 KB
2. [Commands] - Setup Virtual Environment and Install Pyspark.html	0.2 KB
20. Setting up Data for Production Validation.mp4	43.3 MB
20. Setting up Data for Production Validation.srt	6.5 KB
21. Running Application using YARN.mp4	83.8 MB
21. Running Application using YARN.srt	13.4 KB
22. Detailed Validation of the Application.mp4	74.3 MB
22. Detailed Validation of the Application.srt	13.6 KB
3. Getting Started with Pycharm.mp4	31.2 MB
3. Getting Started with Pycharm.srt	7.7 KB
4. [Code and Instructions] - Getting Started with Pycharm.html	0.9 KB
5. Passing Run Time Arguments.mp4	31.4 MB
5. Passing Run Time Arguments.srt	8.7 KB
6. Accessing OS Environment Variables.mp4	25.1 MB
6. Accessing OS Environment Variables.srt	6.7 KB
7. Getting Started with Spark.mp4	19.7 MB
7. Getting Started with Spark.srt	4.0 KB
8. Create Function for Spark Session.mp4	43.3 MB
8. Create Function for Spark Session.srt	8.1 KB
9. [Code and Instructions] - Create Function for Spark Session.html	1.2 KB
/6. Database Essentials - Getting Started/
1. Connecting to Database.mp4	29.6 MB
1. Connecting to Database.srt	6.7 KB
1.1 Connecting to Database.html	0.1 KB
2. Using psql.mp4	99.8 MB
2. Using psql.srt	18.2 KB
2.1 Using psql.html	0.1 KB
3. Setup Postgres using Docker.mp4	118.1 MB
3. Setup Postgres using Docker.srt	22.0 KB
3.1 Setup Postgres using Docker.html	0.1 KB
4. Setup SQL Workbench.mp4	34.2 MB
4. Setup SQL Workbench.srt	6.2 KB
4.1 Setup SQL Workbench.html	0.1 KB
5. Connecting to Postgres using SQL Workbench.mp4	41.1 MB
5. Connecting to Postgres using SQL Workbench.srt	8.9 KB
5.1 SQL Workbench and Postgres.html	0.1 KB
6. SQL Workbench Features.mp4	53.0 MB
6. SQL Workbench Features.srt	12.6 KB
6.1 SQL Workbench Features.html	0.1 KB
7. Data Loading Utilities.mp4	55.7 MB
7. Data Loading Utilities.srt	11.5 KB
7.1 Data Loading Utilities.html	0.1 KB
8. Loading Data - Docker.mp4	69.4 MB
8. Loading Data - Docker.srt	12.8 KB
8.1 Loading Data - Docker.html	0.2 KB
/7. Database Essentials - Database Operations/
1. Database Operations - Overview.mp4	14.7 MB
1. Database Operations - Overview.srt	3.4 KB
1.1 Database Operations - Overview.html	0.2 KB
2. CRUD Operations.mp4	13.6 MB
2. CRUD Operations.srt	3.7 KB
2.1 CRUD Operations.html	0.1 KB
3. Creating Table.mp4	38.8 MB
3. Creating Table.srt	8.2 KB
3.1 Creating Table.html	0.1 KB
4. Inserting Data.mp4	48.2 MB
4. Inserting Data.srt	8.6 KB
4.1 Inserting Data.html	0.1 KB
5. Updating Data.mp4	45.6 MB
5. Updating Data.srt	8.0 KB
5.1 Updating Data.html	0.1 KB
6. Deleting Data.mp4	20.2 MB
6. Deleting Data.srt	4.4 KB
6.1 Deleting Data.html	0.1 KB
7. Overview of Transactions.mp4	15.0 MB
7. Overview of Transactions.srt	3.3 KB
7.1 Overview of Transactions.html	0.2 KB
8. Exercise - Database Operations.mp4	48.3 MB
8. Exercise - Database Operations.srt	7.2 KB
8.1 Exercises - Database Operations.html	0.2 KB
/8. Database Essentials - Writing Basic SQL Queries/
1. Standard Transformations.mp4	7.9 MB
1. Standard Transformations.srt	2.7 KB
1.1 Standard Transformations.html	0.2 KB
10. Sorting Data.mp4	107.9 MB
10. Sorting Data.srt	19.4 KB
10.1 Sorting Data.html	0.1 KB
11. Solution - Daily Product Revenue.mp4	33.6 MB
11. Solution - Daily Product Revenue.srt	5.9 KB
11.1 Solution - Daily Product Revenue.html	0.2 KB
12. Exercises - Writing Basic SQL Queries.mp4	25.2 MB
12. Exercises - Writing Basic SQL Queries.srt	5.5 KB
12.1 Exercises - Basic SQL Queries.html	0.2 KB
2. Overview of Data Model.mp4	26.6 MB
2. Overview of Data Model.srt	5.1 KB
2.1 Overview of Data Model.html	0.2 KB
3. Define Problem Statement.mp4	26.6 MB
3. Define Problem Statement.srt	6.0 KB
3.1 Define Problem Statement.html	0.2 KB
4. Preparing Tables.mp4	43.1 MB
4. Preparing Tables.srt	8.1 KB
4.1 Preparing Tables.html	0.1 KB
5. Selecting or Projecting Data.mp4	34.9 MB
5. Selecting or Projecting Data.srt	6.3 KB
5.1 Selecting or Projecting Data.html	0.2 KB
6. Filtering Data.mp4	123.7 MB
6. Filtering Data.srt	20.2 KB
6.1 Filtering Data.html	0.1 KB
7. Joining Tables - Inner.mp4	56.3 MB
7. Joining Tables - Inner.srt	10.7 KB
7.1 Joining Tables – Inner.html	0.2 KB
8. Joining Tables - Outer.mp4	58.9 MB
8. Joining Tables - Outer.srt	11.0 KB
8.1 Joining Tables - Outer.html	0.2 KB
9. Performing Aggregations.mp4	99.6 MB
9. Performing Aggregations.srt	17.4 KB
9.1 Performing Aggregations.html	0.2 KB
/9. Database Essentials - Creating Tables and Indexes/
1. DDL - Data Definition Language.mp4	51.9 MB
1. DDL - Data Definition Language.srt	8.3 KB
1.1 DDL – Data Definition Language.html	0.2 KB
10. Dropping Tables.mp4	33.6 MB
10. Dropping Tables.srt	5.9 KB
10.1 Dropping Tables.html	0.1 KB
2. Overview of Data Types.mp4	61.1 MB
2. Overview of Data Types.srt	11.1 KB
2.1 Overview of Data Types.html	0.2 KB
3. Adding or Modifying Columns.mp4	75.5 MB
3. Adding or Modifying Columns.srt	12.8 KB
3.1 Adding or Modifying Columns.html	0.2 KB
4. Different Type of Constraints.mp4	74.5 MB
4. Different Type of Constraints.srt	12.0 KB
4.1 Different Types of Constraints.html	0.2 KB
5. Managing Constraints.mp4	93.2 MB
5. Managing Constraints.srt	16.2 KB
5.1 Managing Constraints.html	0.2 KB
6. Indexes on Tables.mp4	77.7 MB
6. Indexes on Tables.srt	14.0 KB
6.1 Indexes on Tables.html	0.2 KB
7. Indexes for Constraints.mp4	46.2 MB
7. Indexes for Constraints.srt	8.5 KB
7.1 Indexes for Constraints.html	0.2 KB
8. Overview of Sequences.mp4	113.0 MB
8. Overview of Sequences.srt	20.0 KB
8.1 Overview of Sequences.html	0.2 KB
9. Truncating Tables.mp4	57.5 MB
9. Truncating Tables.srt	10.0 KB
9.1 Truncating Tables.html	0.2 KB
Total files 1625