FreeCourseSite com Udemy CCA 175 Spark and Hadoop Developer Certification Scala

FreeCourseSite com Udemy CCA 175 Spark and Hadoop Developer Certification Scala

Name	[FreeCourseSite.com] Udemy - CCA 175 – Spark and Hadoop Developer Certification – Scala	DOWNLOAD Copy Link
Total Size	5.9 GB
Total Files	318
Hash	08E7FA2690875396171C7CC1D1C10AD7C31BACE9

/01 Introduction/
001 CCA 175 Spark and Hadoop Developer - Curriculum.mp4	20.3 MB
001 Introduction-to-the-course.txt	0.1 KB
002 About-big-data-labs.txt	0.1 KB
002 Using labs for preparation.mp4	21.4 MB
/02 Scala Fundamentals/
003 Introduction and Setting up of Scala.mp4	30.9 MB
003 Scala-Fundamentals-Introduction-and-Setting-up.txt	0.2 KB
003 ScalaFundamentals.pptx	55.2 KB
004 Setup Scala on Windows.mp4	22.9 MB
004 Setup-Scala-on-Windows.txt	0.2 KB
005 Basic Programming Constructs.mp4	44.3 MB
005 Basic-Programming-Constructs.txt	0.2 KB
006 Functions.mp4	39.2 MB
006 Functions.txt	0.2 KB
007 Object Oriented Concepts - Classes.mp4	39.8 MB
007 Object-Oriented-Concepts-Classes.txt	0.2 KB
008 Object Oriented Concepts - Objects.mp4	29.2 MB
008 Object-Oriented-Concepts-Objects.txt	0.2 KB
009 Object Oriented Concepts - Case Classes.mp4	29.7 MB
009 Object-Oriented-Concepts-Case-Classes.txt	0.2 KB
010 Collections - Seq Set and Map.mp4	19.6 MB
010 Collections.txt	0.2 KB
011 Basic Map Reduce Operations.mp4	32.0 MB
011 Basic-Map-Reduce-Operations.txt	0.2 KB
012 Setting up Data Sets for Basic IO Operations.mp4	11.5 MB
012 Setting-up-Data-Sets-for-Basic-I-O-Operations.txt	0.2 KB
013 Basic IO Operations and using Scala Collections APIs.mp4	40.3 MB
013 Basic-I-O-Operations-and-using-Scala-Collections-APIs.txt	0.2 KB
014 Tuples.mp4	9.5 MB
014 Tuples.txt	0.2 KB
015 Development Cycle - Developing Source code.mp4	17.2 MB
015 Development-Cycle-Developing-Source-Code.txt	0.2 KB
016 Development Cycle - Compile source code to jar using SBT.mp4	22.4 MB
016 Development-Cycle-Compile-source-code-to-jar-using-SBT.txt	0.2 KB
017 Development Cycle - Setup SBT on Windows.mp4	11.6 MB
017 Development-Cycle-Setup-SBT-on-windows.txt	0.2 KB
018 Development Cycle - Compile changes and run jar with arguments.mp4	11.5 MB
018 Development-Cycle-Compile-changes-and-run-jar-with-arguments.txt	0.2 KB
019 Development Cycle - Setup IntelliJ with Scala.mp4	32.8 MB
019 Development-Cycle-Setup-IntelliJ-with-Scala.txt	0.2 KB
020 Development Cycle - Develop Scala application using SBT in IntelliJ.mp4	30.1 MB
020 Development-Cycle-Develop-Scala-application-using-SBT-in-IntelliJ.txt	0.2 KB
/03 Getting Started/
021 Introduction and Curriculum.mp4	14.7 MB
021 Introduction-and-Curriculum.txt	0.2 KB
022 Setup Environment - Options.mp4	3.2 MB
022 Setup-Environment-Options.txt	0.2 KB
023 Setup Environment - Locally.mp4	3.7 MB
023 Setup-Environment-Locally.txt	0.2 KB
024 Setup Environment - using Cloudera Quickstart VM.mp4	24.2 MB
024 Setup-Environment-using-Cloudera-Quickstart-VM.txt	0.2 KB
025 Using itversitys big data labs.mp4	31.5 MB
025 Using-itversity-s-big-data-labs.txt	0.2 KB
026 Using Windows - Putty and WinSCP.mp4	27.9 MB
026 Using-Windows-Putty-and-WinSCP.txt	0.2 KB
027 Using Windows - Cygwin.mp4	36.4 MB
027 Using-Windows-Cygwin.txt	0.2 KB
028 HDFS Quick Preview.mp4	63.5 MB
028 HDFS-Quick-Preview.txt	0.2 KB
029 YARN Quick Preview.mp4	27.1 MB
029 YARN-Quick-Preview.txt	0.2 KB
030 Setup Data Sets.mp4	18.7 MB
030 Setup-Data-Sets.txt	0.2 KB
/04 Data Ingestion - Apache Sqoop/
031 Introduction and Objectives.mp4	4.8 MB
031 Introduction-and-Objectives.txt	0.2 KB
032 Accessing Sqoop Documentation.mp4	20.6 MB
032 Accessing-Sqoop-Documentation.txt	0.2 KB
033 Preview of MySQL on labs.mp4	23.3 MB
033 Preview-of-MySQL-on-labs.txt	0.2 KB
034 Sqoop connect string and validating using list commands.mp4	46.0 MB
034 Sqoop-connect-string-and-validating-using-list-commands.txt	0.2 KB
035 Run queries in MySQL using eval.mp4	39.8 MB
035 Run-queries-in-MySQL-using-eval.txt	0.2 KB
036 Sqoop Import - Simple Import.mp4	43.7 MB
036 Sqoop-Import-Simple-Import.txt	0.2 KB
037 Sqoop Import - Execution Life Cycle.mp4	55.9 MB
037 Sqoop-Import-Execution-Life-Cycle.txt	0.2 KB
038 Sqoop Import - Managing Directories.mp4	34.4 MB
038 Sqoop-Import-Managing-Directories.txt	0.2 KB
039 Sqoop Import - Using split by.mp4	65.6 MB
039 Sqoop-Import-Using-split-by.txt	0.2 KB
040 Sqoop Import - auto reset to one mapper.mp4	14.9 MB
040 Sqoop-Import-auto-reset-to-one-mapper.txt	0.2 KB
041 Sqoop Import - Different file formats.mp4	30.1 MB
041 Sqoop-Import-Different-file-formats.txt	0.2 KB
042 Sqoop Import - Using compression.mp4	36.5 MB
042 Sqoop-Import-Using-compression.txt	0.2 KB
043 Sqoop Import - Using Boundary Query.mp4	33.1 MB
043 Sqoop-Import-Using-Boundary-Query.txt	0.2 KB
044 Sqoop Import - columns and query.mp4	56.4 MB
044 Sqoop-Import-columns-and-query.txt	0.2 KB
045 Sqoop Import - Delimiters and handling nulls.mp4	71.4 MB
045 Sqoop-Import-Delimiters-and-handling-nulls.txt	0.2 KB
046 Sqoop Import - Incremental Loads.mp4	63.5 MB
046 Sqoop-Import-Incremental-Loads.txt	0.2 KB
047 Sqoop Import - Hive - Create Hive Database.mp4	7.2 MB
047 Sqoop-Import-Hive-Create-Hive-Database.txt	0.2 KB
048 Sqoop Import - Hive - Simple Hive Import.mp4	45.1 MB
048 Sqoop-Import-Hive-Simple-Hive-Import.txt	0.2 KB
049 Sqoop Import - Hive - Managing Hive tables.mp4	66.9 MB
049 Sqoop-Import-Hive-Managing-Hive-tables.txt	0.2 KB
050 Sqoop Import - Import all tables.mp4	46.2 MB
050 Sqoop-Import-Import-all-tables.txt	0.2 KB
051 Role of Sqoop in typical data processing life cycle.mp4	36.1 MB
051 Role-of-Sqoop-in-typical-data-processing-life-cycle.txt	0.2 KB
052 Sqoop Export - Simple export with delimiters.mp4	42.2 MB
052 Sqoop-Export-Simple-export-with-delimiters.txt	0.2 KB
053 Sqoop Export - Understanding export behaviour.mp4	21.3 MB
053 Sqoop-Export-Understanding-export-behaviour.txt	0.2 KB
054 Sqoop Export - Column Mapping.mp4	44.2 MB
054 Sqoop-Export-Column-Mapping.txt	0.2 KB
055 Sqoop Export - Update and Upsert.mp4	52.2 MB
055 Sqoop-Export-Update-and-Upsert.txt	0.2 KB
056 Sqoop Export - Stage Tables.mp4	67.6 MB
056 Sqoop-Export-Stage-Tables.txt	0.2 KB
/05 Transform Stage and Store - Spark/
057 Introduction.mp4	9.6 MB
057 Introduction.txt	0.2 KB
058 Introduction to Spark.mp4	4.2 MB
058 Introduction-to-Spark.txt	0.2 KB
059 Setup Spark on Windows.mp4	93.4 MB
059 Setup-Spark-on-Windows.txt	0.2 KB
060 Quick overview about Spark documentation.mp4	20.6 MB
060 Quick-overview-about-Spark-documentation.txt	0.2 KB
061 Initializing Spark job using spark-shell.mp4	70.9 MB
061 Initializing-Spark-job-using-spark-shell.txt	0.2 KB
062 Create Resilient Distributed Data Sets (RDD).mp4	37.8 MB
062 Create-Resilient-Distributed-Data-Sets-RDD-.txt	0.2 KB
063 Previewing data from RDD.mp4	67.6 MB
063 Previewing-data-from-RDD.txt	0.2 KB
064 Reading different file formats - Brief overview using JSON.mp4	27.5 MB
064 Reading-different-file-formats-overview.txt	0.1 KB
065 Transformations Overview.mp4	10.9 MB
065 Transformations-Overview.txt	0.2 KB
066 Manipulating Strings as part of transformations using Scala.mp4	35.1 MB
066 Manipulating-Strings-as-part-of-transformations-using-scala.txt	0.2 KB
067 Row level transformations using map.mp4	50.1 MB
067 Row-level-transformations-using-map.txt	0.2 KB
068 Row level transformations using flatMap.mp4	27.8 MB
068 Row-level-transformations-using-flatMap.txt	0.2 KB
069 Filtering the data.mp4	61.2 MB
069 Filtering-the-data.txt	0.2 KB
070 Joining data sets - inner join.mp4	31.2 MB
070 Joining-data-sets-inner-join.txt	0.2 KB
071 Joining data sets - outer join.mp4	53.6 MB
071 Joining-data-sets-outer-join.txt	0.2 KB
072 Aggregations - Getting Started.mp4	15.9 MB
072 Aggregations-Getting-Started.txt	0.2 KB
073 Aggregations - using actions (reduce and countByKey).mp4	46.0 MB
073 Aggregations-using-actions-reduce-and-countByKey-.txt	0.2 KB
074 Aggregations - understanding combiner.mp4	15.1 MB
074 Aggregations-understanding-combiner.txt	0.2 KB
075 Aggregations using groupByKey - least preferred API for aggregations.mp4	59.1 MB
075 Aggregations-using-groupByKey-least-preferred-API-for-aggregations.txt	0.2 KB
076 Aggregations using reduceByKey.mp4	27.0 MB
076 Aggregations-using-reduceByKey.txt	0.2 KB
077 Aggregations using aggregateByKey.mp4	63.8 MB
077 Aggregations-using-aggregateByKey.txt	0.2 KB
078 Sorting data using sortByKey.mp4	62.1 MB
078 Sorting-data-using-sortByKey.txt	0.2 KB
079 Global Ranking - using sortByKey with take and takeOrdered.mp4	35.7 MB
079 Global-Ranking-using-sortByKey-with-take-and-takeOrdered.txt	0.2 KB
080 By Key Ranking - Converting (K V) pairs into (K IterableV) using groupByKey.mp4	20.5 MB
080 By-Key-Ranking-Converting-K-V-pairs-into-K-Iterable-V-using-groupByKey.txt	0.2 KB
081 Get topNPrices using Scala Collections API.mp4	33.4 MB
081 Get-topNPrices-using-Scala-Collections-API.txt	0.2 KB
082 Get topNPricedProducts using Scala Collections API.mp4	38.8 MB
082 Get-topNPricedProducts-using-Scala-Collections-API.txt	0.2 KB
083 Get top n products by category using groupByKey flatMap and Scala function.mp4	20.5 MB
083 Get-top-n-products-by-category-using-groupByKey-flatMap-and-Scala-function.txt	0.2 KB
084 Set Operations - union intersect distinct as well as minus.mp4	62.2 MB
084 Set-Operations-union-intersect-distinct-as-well-as-minus.txt	0.2 KB
085 Save data in Text Input Format.mp4	45.3 MB
085 Save-data-in-Text-Input-Format.txt	0.2 KB
086 Save data in Text Input Format using Compression.mp4	30.2 MB
086 Save-data-in-Text-Input-Format-using-Compression.txt	0.2 KB
087 Saving data in standard file formats - Overview.mp4	30.8 MB
087 Saving-data-in-standard-file-formats-Overview.txt	0.2 KB
088 Revision of Problem Statement and Design the solution.mp4	9.2 MB
088 Revision-of-Problem-Statement-and-Design-the-solution.txt	0.2 KB
089 Launching-Spark-Shell.txt	0.2 KB
089 Solution - Get Daily Revenue per Product - Launching Spark Shell.mp4	26.4 MB
090 Read-and-join-orders-and-order-items.txt	0.2 KB
090 Solution - Get Daily Revenue per Product - Read and join orders and order_items.mp4	50.8 MB
091 Compute-daily-revenue-per-product-id.txt	0.2 KB
091 Solution - Get Daily Revenue per Product - Compute daily revenue per product id.mp4	41.3 MB
092 Read-products-data-and-create-RDD.txt	0.2 KB
092 Solution - Get Daily Revenue per Product - Read products data and create RDD.mp4	46.2 MB
093 Solution - Get Daily Revenue per Product - Sort and save to HDFS.mp4	92.9 MB
093 Sort-and-save-to-HDFS.txt	0.2 KB
094 Solution - Add spark dependencies to sbt.mp4	21.0 MB
094 Solution-Add-spark-dependencies-to-sbt.txt	0.2 KB
095 Develop-as-Scala-based-application.txt	0.2 KB
095 Solution - Develop as Scala based application.mp4	94.9 MB
096 Run-locally-using-spark-submit.txt	0.2 KB
096 Solution - Run locally using spark-submit.mp4	37.7 MB
097 Solution-Ship-and-run-it-on-big-data-cluster.txt	0.2 KB
/06 Data Analysis - Spark SQL or HiveQL/
098 Different interfaces to run Hive queries.mp4	23.9 MB
098 Different-interfaces-to-run-Hive-queries.txt	0.2 KB
099 Create Hive tables and load data in text file format.mp4	71.3 MB
099 Create-Hive-tables-and-load-data-in-text-file-format.txt	0.2 KB
100 Create Hive tables and load data in ORC file format.mp4	32.0 MB
100 Create-Hive-tables-and-load-data-in-ORC-file-format.txt	0.2 KB
101 Using spark-shell to run Hive queries or commands.mp4	14.0 MB
101 Using-spark-shell-to-run-Hive-queries-or-commands.txt	0.2 KB
102 Functions - Getting Started.mp4	11.4 MB
102 Functions-Getting-Started.txt	0.2 KB
103 Functions - Manipulating Strings.mp4	57.0 MB
103 Functions-Manipulating-Strings.txt	0.2 KB
104 Functions - Manipulating Dates.mp4	34.6 MB
104 Functions-Manipulating-Dates.txt	0.2 KB
105 Functions - Aggregations.mp4	15.6 MB
105 Functions-Aggregations.txt	0.2 KB
106 Functions - CASE.mp4	33.6 MB
106 Functions-CASE.txt	0.2 KB
107 Row level transformations.mp4	18.5 MB
107 Row-level-transformations.txt	0.2 KB
108 Joins.mp4	53.7 MB
108 Joins.txt	0.2 KB
109 Aggregations.mp4	40.5 MB
109 Aggregations.txt	0.2 KB
110 Sorting.mp4	22.4 MB
110 Sorting.txt	0.2 KB
111 Set Operations.mp4	13.8 MB
111 Set-Operations.txt	0.2 KB
112 Analytics Functions - Aggregations.mp4	47.5 MB
112 Analytics-Functions-Aggregations.txt	0.2 KB
113 Analytics Functions - Ranking.mp4	25.2 MB
113 Analytics-Functions-Ranking.txt	0.2 KB
114 Windowing Functions.mp4	26.8 MB
114 Windowing-Functions.txt	0.2 KB
115 Create Data Frame and Register as Temp table.mp4	46.7 MB
115 Create-Data-Frame-and-Register-as-Temp-table.txt	0.2 KB
116 Writing Spark SQL Applications - process data.mp4	31.1 MB
116 Writing-Spark-SQL-Applications-process-data.txt	0.2 KB
117 Writing Spark SQL Applications - Save data into Hive tables.mp4	25.6 MB
117 Writing-Spark-SQL-Applications-Save-data-into-Hive-tables.txt	0.2 KB
118 Data Frame Operations.mp4	47.5 MB
118 Data-Frame-Operations.txt	0.2 KB
/07 Data Ingest - real time near real time and streaming analytics/
119 Introduction.mp4	9.9 MB
119 Introduction.txt	0.2 KB
120 Flume - Getting Started.mp4	56.6 MB
120 Flume-Getting-Started.txt	0.2 KB
121 Flume - Web Server Logs to HDFS - Introduction.mp4	63.3 MB
121 Flume-Web-Server-Logs-to-HDFS-Introduction.txt	0.2 KB
122 Flume - Web Server Logs to HDFS - Setup Data.mp4	21.3 MB
122 Flume-Web-Server-Logs-to-HDFS-Setup-Data.txt	0.2 KB
123 Flume - Web Server Logs to HDFS - Source exec.mp4	20.1 MB
123 Flume-Web-Server-Logs-to-HDFS-Source-exec.txt	0.2 KB
124 Flume - Web Server Logs to HDFS - Sink HDFS - Getting Started.mp4	46.9 MB
124 Flume-Web-Server-Logs-to-HDFS-Sink-HDFS-Getting-Started.txt	0.2 KB
125 Flume - Web Server Logs to HDFS - Sink HDFS - Customize properties.mp4	42.3 MB
125 Flume-Web-Server-Logs-to-HDFS-Sink-HDFS-Customize-properties.txt	0.2 KB
126 Flume - Web Server Logs to HDFS - Deep dive to memory channel.mp4	12.3 MB
126 Flume-Web-Server-Logs-to-HDFS-Deep-dive-to-memory-channel.txt	0.2 KB
127 Kafka - Getting Started - High Level Architecture.mp4	18.8 MB
127 Kafka-Getting-Started-High-Level-Architecture.txt	0.2 KB
128 Kafka - Getting Started - Produce and consume messages using commands.mp4	64.1 MB
128 Kafka-Getting-Started-Produce-and-consume-messages-using-commands.txt	0.3 KB
129 Kafka - Anatomy of a topic.mp4	35.1 MB
129 Kafka-Anatomy-of-a-topic.txt	0.2 KB
130 Flume and Kafka in Streaming analytics.mp4	20.5 MB
130 Flume-and-Kafka-in-Streaming-analytics.txt	0.2 KB
131 Spark Streaming - Getting Started.mp4	38.2 MB
131 Spark-Streaming-Getting-Started.txt	0.2 KB
132 Spark Streaming - Setting up netcat.mp4	20.5 MB
132 Spark-Streaming-Setting-up-netcat.txt	0.2 KB
133 Spark Streaming - Develop Word Count program.mp4	32.3 MB
133 Spark-Streaming-Develop-Word-Count-program.txt	0.2 KB
134 Spark Streaming - Ship and run word count program on the cluster.mp4	33.4 MB
134 Spark-Streaming-Ship-and-run-word-count-program-on-the-cluster.txt	0.3 KB
135 Spark Streaming - Data Structure (DStream) and APIs overview.mp4	28.7 MB
135 Spark-Streaming-Data-Structure-DStream-and-APIs-overview.txt	0.2 KB
136 Spark Streaming - Get department wise traffic - Problem Statement.mp4	24.5 MB
136 Spark-Streaming-Get-department-wise-traffic-Problem-Statement.txt	0.3 KB
137 Spark Streaming - Get department wise traffic - Development.mp4	33.6 MB
137 Spark-Streaming-Get-department-wise-traffic-Development.txt	0.2 KB
138 Spark Streaming - Get department wise traffic - Run on the cluster.mp4	39.7 MB
138 Spark-Streaming-Get-department-wise-traffic-Run-on-the-cluster.txt	0.3 KB
139 Flume and Spark Streaming - Department Wise Traffic - Setup Flume.mp4	64.6 MB
139 Flume-and-Spark-Streaming-Department-Wise-Traffic-Setup-Flume.txt	0.3 KB
140 Flume and Spark Streaming - Department Wise Traffic - Add sbt dependencies.mp4	22.2 MB
140 Flume-and-Spark-Streaming-Department-Wise-Traffic-Add-sbt-dependencies.txt	0.3 KB
141 Flume and Spark Streaming - Department Wise Traffic - Develop and build.mp4	17.0 MB
141 Flume-and-Spark-Streaming-Department-Wise-Traffic-Develop-and-build.txt	0.3 KB
142 Flume and Spark Streaming - Department Wise Traffic - Run and Validate.mp4	51.1 MB
142 Flume-and-Spark-Streaming-Department-Wise-Traffic-Run-and-Validate.txt	0.3 KB
143 Flume and Kafka integration - Develop configuration file.mp4	44.5 MB
143 Flume-and-Kafka-integration-Develop-configuration-file.txt	0.2 KB
144 Flume and Kafka integration - Run and validate.mp4	52.7 MB
144 Flume-and-Kafka-integration-Run-and-validate.txt	0.2 KB
145 Kafka and Spark Streaming - Add dependencies.mp4	24.2 MB
145 Kafka-and-Spark-Streaming-Add-dependencies.txt	0.2 KB
146 Kafka and Spark Streaming - Develop and build application.mp4	25.9 MB
146 Kafka-and-Spark-Streaming-Develop-and-build-application.txt	0.2 KB
147 Kafka and Spark Streaming - Run and Validate.mp4	45.0 MB
147 Kafka-and-Spark-Streaming-Run-and-Validate.txt	0.2 KB
/08 Sample scenarios with solutions/
148 All-exercises.txt	0.1 KB
148 Introduction to Sample Scenarios and Solutions.mp4	9.3 MB
149 Problem Statements - General Guidelines.mp4	13.2 MB
150 Initializing the job - General Guidelines.mp4	35.9 MB
151 Getting crime count per type per month - Understanding Data.mp4	45.4 MB
152 Get-monthly-crime-count-by-type.txt	0.1 KB
152 Getting crime count per type per month - Implementing the logic - Core API.mp4	71.4 MB
153 Getting crime count per type per month - Implementing the logic - Data Frames.mp4	85.5 MB
154 Getting crime count per type per month - Validating Output.mp4	18.5 MB
155 Get inactive customers - using Core Spark API (leftOuterJoin).mp4	67.4 MB
155 Get-inactive-customers.txt	0.1 KB
156 Get inactive customers - using Data Frames and SQL.mp4	78.7 MB
156 Get-inactive-customers.txt	0.1 KB
157 Get top 3 crimes in RESIDENCE - using Core Spark API.mp4	67.7 MB
157 Get-top-3-crimes-in-RESIDENCE.txt	0.1 KB
158 Get top 3 crimes in RESIDENCE - using Data Frame and SQL.mp4	65.3 MB
158 Get-top-3-crimes-in-RESIDENCE.txt	0.1 KB
159 Convert NYSE data from text file format to parquet file format.mp4	58.9 MB
159 Problem-Statement-and-Solution.Look-at-the-end-of-problem-statement-for-URL-for-solution..txt	0.1 KB
160 Get word count - with custom control arguments num keys and file format.mp4	74.1 MB
160 Problem-Statement-and-Solution.Look-at-the-end-of-problem-statement-for-URL-for-solution..txt	0.1 KB
/
[CourseClub.NET].url	0.1 KB
[FCS Forum].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
Total files 318