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05. Transform, Stage and Store - Spark/95. Solution - Develop as Scala based application.mp4 90.52 MB
05. Transform, Stage and Store - Spark/59. Setup Spark on Windows.mp4 89.08 MB
05. Transform, Stage and Store - Spark/93. Solution - Get Daily Revenue per Product - Sort and save to HDFS.mp4 88.61 MB
08. Sample scenarios with solutions/153. Getting crime count per type per month - Implementing the logic - Data Frames.mp4 81.55 MB
08. Sample scenarios with solutions/156. Get inactive customers - using Data Frames and SQL.mp4 75.04 MB
08. Sample scenarios with solutions/160. Get word count - with custom control arguments, num keys and file format.mp4 70.63 MB
04. Data Ingestion - Apache Sqoop/45. Sqoop Import - Delimiters and handling nulls.mp4 68.09 MB
08. Sample scenarios with solutions/152. Getting crime count per type per month - Implementing the logic - Core API.mp4 68.07 MB
06. Data Analysis - Spark SQL or HiveQL/99. Create Hive tables and load data in text file format.mp4 67.97 MB
05. Transform, Stage and Store - Spark/61. Initializing Spark job using spark-shell.mp4 67.65 MB
08. Sample scenarios with solutions/157. Get top 3 crimes in RESIDENCE - using Core Spark API.mp4 64.53 MB
04. Data Ingestion - Apache Sqoop/56. Sqoop Export - Stage Tables.mp4 64.45 MB
05. Transform, Stage and Store - Spark/63. Previewing data from RDD.mp4 64.45 MB
08. Sample scenarios with solutions/155. Get inactive customers - using Core Spark API (leftOuterJoin).mp4 64.28 MB
04. Data Ingestion - Apache Sqoop/49. Sqoop Import - Hive - Managing Hive tables.mp4 63.81 MB
04. Data Ingestion - Apache Sqoop/39. Sqoop Import - Using split by.mp4 62.56 MB
08. Sample scenarios with solutions/158. Get top 3 crimes in RESIDENCE - using Data Frame and SQL.mp4 62.3 MB
07. Data Ingest - real time, near real time and streaming analytics/139. Flume and Spark Streaming - Department Wise Traffic - Setup Flume.mp4 61.65 MB
07. Data Ingest - real time, near real time and streaming analytics/128. Kafka - Getting Started - Produce and consume messages using commands.mp4 61.15 MB
05. Transform, Stage and Store - Spark/77. Aggregations using aggregateByKey.mp4 60.81 MB
04. Data Ingestion - Apache Sqoop/46. Sqoop Import - Incremental Loads.mp4 60.59 MB
03. Getting Started/28. HDFS Quick Preview.mp4 60.58 MB
07. Data Ingest - real time, near real time and streaming analytics/121. Flume - Web Server Logs to HDFS - Introduction.mp4 60.36 MB
05. Transform, Stage and Store - Spark/84. Set Operations - union, intersect, distinct as well as minus.mp4 59.35 MB
05. Transform, Stage and Store - Spark/78. Sorting data using sortByKey.mp4 59.24 MB
05. Transform, Stage and Store - Spark/69. Filtering the data.mp4 58.38 MB
05. Transform, Stage and Store - Spark/75. Aggregations using groupByKey - least preferred API for aggregations.mp4 56.34 MB
08. Sample scenarios with solutions/159. Convert NYSE data from text file format to parquet file format.mp4 56.19 MB
06. Data Analysis - Spark SQL or HiveQL/103. Functions - Manipulating Strings.mp4 54.33 MB
07. Data Ingest - real time, near real time and streaming analytics/120. Flume - Getting Started.mp4 53.97 MB
04. Data Ingestion - Apache Sqoop/44. Sqoop Import - columns and query.mp4 53.76 MB
04. Data Ingestion - Apache Sqoop/37. Sqoop Import - Execution Life Cycle.mp4 53.34 MB
06. Data Analysis - Spark SQL or HiveQL/108. Joins.mp4 51.25 MB
05. Transform, Stage and Store - Spark/71. Joining data sets - outer join.mp4 51.11 MB
07. Data Ingest - real time, near real time and streaming analytics/144. Flume and Kafka integration - Run and validate.mp4 50.27 MB
04. Data Ingestion - Apache Sqoop/55. Sqoop Export - Update and Upsert.mp4 49.74 MB
07. Data Ingest - real time, near real time and streaming analytics/142. Flume and Spark Streaming - Department Wise Traffic - Run and Validate.mp4 48.74 MB
05. Transform, Stage and Store - Spark/90. Solution - Get Daily Revenue per Product - Read and join orders and order_items.mp4 48.44 MB
05. Transform, Stage and Store - Spark/67. Row level transformations using map.mp4 47.75 MB
05. Transform, Stage and Store - Spark/97. Solution - Ship and run it on big data cluster.mp4 47.18 MB
06. Data Analysis - Spark SQL or HiveQL/118. Data Frame Operations.mp4 45.35 MB
06. Data Analysis - Spark SQL or HiveQL/112. Analytics Functions - Aggregations.mp4 45.26 MB
07. Data Ingest - real time, near real time and streaming analytics/124. Flume - Web Server Logs to HDFS - Sink HDFS - Getting Started.mp4 44.77 MB
06. Data Analysis - Spark SQL or HiveQL/115. Create Data Frame and Register as Temp table.mp4 44.57 MB
04. Data Ingestion - Apache Sqoop/50. Sqoop Import - Import all tables.mp4 44.07 MB
05. Transform, Stage and Store - Spark/92. Solution - Get Daily Revenue per Product - Read products data and create RDD.mp4 44.03 MB
04. Data Ingestion - Apache Sqoop/34. Sqoop connect string and validating using list commands.mp4 43.87 MB
05. Transform, Stage and Store - Spark/73. Aggregations - using actions (reduce and countByKey).mp4 43.84 MB
08. Sample scenarios with solutions/151. Getting crime count per type per month - Understanding Data.mp4 43.29 MB
05. Transform, Stage and Store - Spark/85. Save data in Text Input Format.mp4 43.22 MB
04. Data Ingestion - Apache Sqoop/48. Sqoop Import - Hive - Simple Hive Import.mp4 42.99 MB
07. Data Ingest - real time, near real time and streaming analytics/147. Kafka and Spark Streaming - Run and Validate.mp4 42.95 MB
07. Data Ingest - real time, near real time and streaming analytics/143. Flume and Kafka integration - Develop configuration file.mp4 42.48 MB
02. Scala Fundamentals/05. Basic Programming Constructs.mp4 42.23 MB
04. Data Ingestion - Apache Sqoop/54. Sqoop Export - Column Mapping.mp4 42.17 MB
04. Data Ingestion - Apache Sqoop/36. Sqoop Import - Simple Import.mp4 41.7 MB
07. Data Ingest - real time, near real time and streaming analytics/125. Flume - Web Server Logs to HDFS - Sink HDFS - Customize properties.mp4 40.35 MB
04. Data Ingestion - Apache Sqoop/52. Sqoop Export - Simple export with delimiters.mp4 40.21 MB
05. Transform, Stage and Store - Spark/91. Solution - Get Daily Revenue per Product - Compute daily revenue per product id.mp4 39.35 MB
06. Data Analysis - Spark SQL or HiveQL/109. Aggregations.mp4 38.65 MB
02. Scala Fundamentals/13. Basic I_O Operations and using Scala Collections APIs.mp4 38.45 MB
02. Scala Fundamentals/07. Object Oriented Concepts - Classes.mp4 37.96 MB
04. Data Ingestion - Apache Sqoop/35. Run queries in MySQL using eval.mp4 37.91 MB
07. Data Ingest - real time, near real time and streaming analytics/138. Spark Streaming - Get department wise traffic - Run on the cluster.mp4 37.83 MB
02. Scala Fundamentals/06. Functions.mp4 37.38 MB
05. Transform, Stage and Store - Spark/82. Get topNPricedProducts using Scala Collections API.mp4 37.04 MB
07. Data Ingest - real time, near real time and streaming analytics/131. Spark Streaming - Getting Started.mp4 36.44 MB
05. Transform, Stage and Store - Spark/62. Create Resilient Distributed Data Sets (RDD).mp4 36.08 MB
05. Transform, Stage and Store - Spark/96. Solution - Run locally using spark-submit.mp4 35.93 MB
04. Data Ingestion - Apache Sqoop/42. Sqoop Import - Using compression.mp4 34.84 MB
03. Getting Started/27. Using Windows - Cygwin.mp4 34.74 MB
04. Data Ingestion - Apache Sqoop/51. Role of Sqoop in typical data processing life cycle.mp4 34.39 MB
08. Sample scenarios with solutions/150. Initializing the job - General Guidelines.mp4 34.19 MB
05. Transform, Stage and Store - Spark/79. Global Ranking - using sortByKey with take and takeOrdered.mp4 34.09 MB
05. Transform, Stage and Store - Spark/66. Manipulating Strings as part of transformations using Scala.mp4 33.46 MB
07. Data Ingest - real time, near real time and streaming analytics/129. Kafka - Anatomy of a topic.mp4 33.46 MB
06. Data Analysis - Spark SQL or HiveQL/104. Functions - Manipulating Dates.mp4 33 MB
04. Data Ingestion - Apache Sqoop/38. Sqoop Import - Managing Directories.mp4 32.81 MB
06. Data Analysis - Spark SQL or HiveQL/106. Functions - CASE.mp4 32.08 MB
07. Data Ingest - real time, near real time and streaming analytics/137. Spark Streaming - Get department wise traffic - Development.mp4 32.02 MB
07. Data Ingest - real time, near real time and streaming analytics/134. Spark Streaming - Ship and run word count program on the cluster.mp4 31.9 MB
05. Transform, Stage and Store - Spark/81. Get topNPrices using Scala Collections API.mp4 31.87 MB
04. Data Ingestion - Apache Sqoop/43. Sqoop Import - Using Boundary Query.mp4 31.58 MB
02. Scala Fundamentals/19. Development Cycle - Setup IntelliJ with Scala.mp4 31.33 MB
07. Data Ingest - real time, near real time and streaming analytics/133. Spark Streaming - Develop Word Count program.mp4 30.77 MB
06. Data Analysis - Spark SQL or HiveQL/100. Create Hive tables and load data in ORC file format.mp4 30.55 MB
02. Scala Fundamentals/11. Basic Map Reduce Operations.mp4 30.47 MB
03. Getting Started/25. Using itversity's big data labs.mp4 30.02 MB
05. Transform, Stage and Store - Spark/70. Joining data sets - inner join.mp4 29.77 MB
06. Data Analysis - Spark SQL or HiveQL/116. Writing Spark SQL Applications - process data.mp4 29.69 MB
02. Scala Fundamentals/03. Introduction and Setting up of Scala.mp4 29.47 MB
05. Transform, Stage and Store - Spark/87. Saving data in standard file formats - Overview.mp4 29.41 MB
05. Transform, Stage and Store - Spark/86. Save data in Text Input Format using Compression.mp4 28.82 MB
04. Data Ingestion - Apache Sqoop/41. Sqoop Import - Different file formats.mp4 28.75 MB
02. Scala Fundamentals/20. Development Cycle - Develop Scala application using SBT in IntelliJ.mp4 28.72 MB
02. Scala Fundamentals/09. Object Oriented Concepts - Case Classes.mp4 28.29 MB
02. Scala Fundamentals/08. Object Oriented Concepts - Objects.mp4 27.87 MB
07. Data Ingest - real time, near real time and streaming analytics/135. Spark Streaming - Data Structure (DStream) and APIs overview.mp4 27.4 MB
03. Getting Started/26. Using Windows - Putty and WinSCP.mp4 26.63 MB
05. Transform, Stage and Store - Spark/68. Row level transformations using flatMap.mp4 26.5 MB
05. Transform, Stage and Store - Spark/64. Reading different file formats - Brief overview using JSON.mp4 26.23 MB
03. Getting Started/29. YARN Quick Preview.mp4 25.84 MB
05. Transform, Stage and Store - Spark/76. Aggregations using reduceByKey.mp4 25.74 MB
06. Data Analysis - Spark SQL or HiveQL/114. Windowing Functions.mp4 25.55 MB
05. Transform, Stage and Store - Spark/89. Solution - Get Daily Revenue per Product - Launching Spark Shell.mp4 25.22 MB
07. Data Ingest - real time, near real time and streaming analytics/146. Kafka and Spark Streaming - Develop and build application.mp4 24.65 MB
06. Data Analysis - Spark SQL or HiveQL/117. Writing Spark SQL Applications - Save data into Hive tables.mp4 24.37 MB
06. Data Analysis - Spark SQL or HiveQL/113. Analytics Functions - Ranking.mp4 24.06 MB
07. Data Ingest - real time, near real time and streaming analytics/136. Spark Streaming - Get department wise traffic - Problem Statement.mp4 23.35 MB
07. Data Ingest - real time, near real time and streaming analytics/145. Kafka and Spark Streaming - Add dependencies.mp4 23.09 MB
03. Getting Started/24. Setup Environment - using Cloudera Quickstart VM.mp4 23.07 MB
06. Data Analysis - Spark SQL or HiveQL/98. Different interfaces to run Hive queries.mp4 22.83 MB
04. Data Ingestion - Apache Sqoop/33. Preview of MySQL on labs.mp4 22.25 MB
02. Scala Fundamentals/04. Setup Scala on Windows.mp4 21.86 MB
06. Data Analysis - Spark SQL or HiveQL/110. Sorting.mp4 21.37 MB
02. Scala Fundamentals/16. Development Cycle - Compile source code to jar using SBT.mp4 21.33 MB
07. Data Ingest - real time, near real time and streaming analytics/140. Flume and Spark Streaming - Department Wise Traffic - Add sbt dependencies.mp4 21.15 MB
01. Introduction/02. Using labs for preparation.mp4 20.44 MB
04. Data Ingestion - Apache Sqoop/53. Sqoop Export - Understanding export behaviour.mp4 20.3 MB
07. Data Ingest - real time, near real time and streaming analytics/122. Flume - Web Server Logs to HDFS - Setup Data.mp4 20.28 MB
05. Transform, Stage and Store - Spark/94. Solution - Add spark dependencies to sbt.mp4 19.98 MB
05. Transform, Stage and Store - Spark/60. Quick overview about Spark documentation.mp4 19.69 MB
04. Data Ingestion - Apache Sqoop/32. Accessing Sqoop Documentation.mp4 19.63 MB
07. Data Ingest - real time, near real time and streaming analytics/130. Flume and Kafka in Streaming analytics.mp4 19.6 MB
05. Transform, Stage and Store - Spark/83. Get top n products by category using groupByKey, flatMap and Scala function.mp4 19.58 MB
07. Data Ingest - real time, near real time and streaming analytics/132. Spark Streaming - Setting up netcat.mp4 19.57 MB
05. Transform, Stage and Store - Spark/80. By Key Ranking - Converting (K, V) pairs into (K, Iterable[V]) using groupByKey.mp4 19.54 MB
01. Introduction/01. CCA 175 Spark and Hadoop Developer - Curriculum.mp4 19.32 MB
07. Data Ingest - real time, near real time and streaming analytics/123. Flume - Web Server Logs to HDFS - Source exec.mp4 19.17 MB
02. Scala Fundamentals/10. Collections - Seq, Set and Map.mp4 18.7 MB
07. Data Ingest - real time, near real time and streaming analytics/127. Kafka - Getting Started - High Level Architecture.mp4 17.97 MB
03. Getting Started/30. Setup Data Sets.mp4 17.82 MB
06. Data Analysis - Spark SQL or HiveQL/107. Row level transformations.mp4 17.67 MB
08. Sample scenarios with solutions/154. Getting crime count per type per month - Validating Output.mp4 17.64 MB
02. Scala Fundamentals/15. Development Cycle - Developing Source code.mp4 16.39 MB
07. Data Ingest - real time, near real time and streaming analytics/141. Flume and Spark Streaming - Department Wise Traffic - Develop and build.mp4 16.2 MB
05. Transform, Stage and Store - Spark/72. Aggregations - Getting Started.mp4 15.19 MB
06. Data Analysis - Spark SQL or HiveQL/105. Functions - Aggregations.mp4 14.9 MB
05. Transform, Stage and Store - Spark/74. Aggregations - understanding combiner.mp4 14.36 MB
04. Data Ingestion - Apache Sqoop/40. Sqoop Import - auto reset to one mapper.mp4 14.21 MB
03. Getting Started/21. Introduction and Curriculum.mp4 14.03 MB
06. Data Analysis - Spark SQL or HiveQL/101. Using spark-shell to run Hive queries or commands.mp4 13.37 MB
06. Data Analysis - Spark SQL or HiveQL/111. Set Operations.mp4 13.2 MB
08. Sample scenarios with solutions/149. Problem Statements - General Guidelines.mp4 12.63 MB
07. Data Ingest - real time, near real time and streaming analytics/126. Flume - Web Server Logs to HDFS - Deep dive to memory channel.mp4 11.77 MB
02. Scala Fundamentals/17. Development Cycle - Setup SBT on Windows.mp4 11.08 MB
02. Scala Fundamentals/18. Development Cycle - Compile changes and run jar with arguments.mp4 10.95 MB
02. Scala Fundamentals/12. Setting up Data Sets for Basic I_O Operations.mp4 10.94 MB
06. Data Analysis - Spark SQL or HiveQL/102. Functions - Getting Started.mp4 10.85 MB
05. Transform, Stage and Store - Spark/65. Transformations Overview.mp4 10.38 MB
07. Data Ingest - real time, near real time and streaming analytics/119. Introduction.mp4 9.46 MB
05. Transform, Stage and Store - Spark/57. Introduction.mp4 9.16 MB
02. Scala Fundamentals/14. Tuples.mp4 9.05 MB
08. Sample scenarios with solutions/148. Introduction to Sample Scenarios and Solutions.mp4 8.85 MB
05. Transform, Stage and Store - Spark/88. Revision of Problem Statement and Design the solution.mp4 8.75 MB
04. Data Ingestion - Apache Sqoop/47. Sqoop Import - Hive - Create Hive Database.mp4 6.87 MB
04. Data Ingestion - Apache Sqoop/31. Introduction and Objectives.mp4 4.61 MB
05. Transform, Stage and Store - Spark/58. Introduction to Spark.mp4 3.98 MB
03. Getting Started/23. Setup Environment - Locally.mp4 3.53 MB
03. Getting Started/22. Setup Environment - Options.mp4 3.02 MB
02. Scala Fundamentals/3.1 ScalaFundamentals.pptx 53.91 KB
05. Transform, Stage and Store - Spark/Resource.txt 8.82 KB
07. Data Ingest - real time, near real time and streaming analytics/Resource.txt 7.37 KB
04. Data Ingestion - Apache Sqoop/Resource.txt 5.48 KB
06. Data Analysis - Spark SQL or HiveQL/Resource.txt 4.42 KB
02. Scala Fundamentals/Resource.txt 3.77 KB
03. Getting Started/Resource.txt 2.13 KB
08. Sample scenarios with solutions/Resource.txt 1.12 KB
01. Introduction/Resource.txt 548 B
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