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Apache Spark 2 and 3 using Python 3 (Formerly CCA 175)
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[TutsNode.com] - Apache Spark 2 and 3 using Python 3 (Formerly CCA 175)
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08 - Apache Spark 2.x - Data processing - Getting Started
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009 Apache Spark - Framework.mp4 - 200.34 MB
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009 Apache Spark - Framework_it.vtt - 32.76 KB
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010 Create Data Frames from Text Files_it.vtt - 21.45 KB
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008 Develop Simple Application_it.vtt - 19.43 KB
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007 Spark Data Structures - RDDs and Data Frames_it.vtt - 19.3 KB
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005 Quick Review of Spark APIs_it.vtt - 17.8 KB
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002 Review of Setup Steps for Spark Environment_it.vtt - 12.04 KB
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004 Apache Spark Official Documentation (Very Important)_it.vtt - 9.9 KB
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003 Using ITVersity labs_it.vtt - 9.77 KB
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011 Create Data Frames from Hive Tables_it.vtt - 8.12 KB
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external-assets-links.txt - 2.06 KB
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006 Spark Modules_it.vtt - 7.37 KB
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007 Spark Data Structures - RDDs and Data Frames.mp4 - 133.34 MB
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001 Introduction_it.vtt - 3.31 KB
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010 Create Data Frames from Text Files.mp4 - 126.95 MB
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008 Develop Simple Application.mp4 - 110.79 MB
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005 Quick Review of Spark APIs.mp4 - 97.3 MB
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004 Apache Spark Official Documentation (Very Important).mp4 - 79.54 MB
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002 Review of Setup Steps for Spark Environment.mp4 - 52 MB
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003 Using ITVersity labs.mp4 - 41.29 MB
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011 Create Data Frames from Hive Tables.mp4 - 41.16 MB
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006 Spark Modules.mp4 - 40.59 MB
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001 Introduction.mp4 - 5.76 MB
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01 - Introduction
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external-assets-links.txt - 146 B
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001 CCA 175 Spark and Hadoop Developer - Curriculum_it.vtt - 8.49 KB
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001 CCA 175 Spark and Hadoop Developer - Curriculum.mp4 - 19.38 MB
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13 - Apache Spark using SQL - Pre-defined Functions
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005 Date Manipulation Functions_it.vtt - 20.53 KB
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004 String Manipulation Functions_it.vtt - 14.73 KB
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006 Overview of Numeric Functions_it.vtt - 11.56 KB
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008 Dealing with Nulls_it.vtt - 10.62 KB
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009 Using CASE and WHEN_it.vtt - 9.6 KB
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010 Query Example - Word Count_it.vtt - 9.15 KB
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003 Validating Functions_it.vtt - 6.27 KB
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007 Data Type Conversion_it.vtt - 5.64 KB
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001 Introduction - Overview of Spark SQL Functions_it.vtt - 2.48 KB
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external-assets-links.txt - 1.23 KB
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002 Overview of Functions_it.vtt - 3.94 KB
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005 Date Manipulation Functions.mp4 - 86.53 MB
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004 String Manipulation Functions.mp4 - 68.01 MB
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009 Using CASE and WHEN.mp4 - 45.29 MB
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010 Query Example - Word Count.mp4 - 41.49 MB
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008 Dealing with Nulls.mp4 - 39.56 MB
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003 Validating Functions.mp4 - 29.8 MB
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006 Overview of Numeric Functions.mp4 - 29.35 MB
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007 Data Type Conversion.mp4 - 12.35 MB
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002 Overview of Functions.mp4 - 9.03 MB
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001 Introduction - Overview of Spark SQL Functions.mp4 - 4.61 MB
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23 - Deployment Modes of Spark Applications
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013 Submit Spark Applications using SPARK_CONF_DIR with custom properties files_it.vtt - 18.11 KB
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002 Default Execution Master Type for Spark Applications_it.vtt - 16.07 KB
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010 Changing Spark Application Log Level using custom log4j properties_it.vtt - 15.65 KB
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004 Running Spark Applications using Local Mode_it.vtt - 14.83 KB
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003 Launch Pyspark using local mode_it.vtt - 14.65 KB
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014 Submit Spark Applications using Properties File_it.vtt - 14.57 KB
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006 Accessing Local Files using Spark CLI or Spark Applications_it.vtt - 13.47 KB
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005 Overview of Spark CLI Commands such as Pyspark_it.vtt - 12.36 KB
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012 Submit Spark Application using cluster mode with log level info_it.vtt - 10.37 KB
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011 Submit Spark Application using client mode with log level info_it.vtt - 7.95 KB
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009 Review the default logging while submitting Spark Applications_it.vtt - 7.34 KB
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008 Overview of submitting spark application using cluster deployment mode_it.vtt - 5.89 KB
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007 Overview of submitting spark application using client deployment mode_it.vtt - 5.84 KB
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001 Deployment Modes of Spark Applications - Introduction_it.vtt - 2.21 KB
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013 Submit Spark Applications using SPARK_CONF_DIR with custom properties files.mp4 - 99.99 MB
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010 Changing Spark Application Log Level using custom log4j properties.mp4 - 86.44 MB
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002 Default Execution Master Type for Spark Applications.mp4 - 81.33 MB
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004 Running Spark Applications using Local Mode.mp4 - 73.93 MB
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006 Accessing Local Files using Spark CLI or Spark Applications.mp4 - 70.99 MB
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003 Launch Pyspark using local mode.mp4 - 68.81 MB
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012 Submit Spark Application using cluster mode with log level info.mp4 - 68.54 MB
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011 Submit Spark Application using client mode with log level info.mp4 - 64.34 MB
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005 Overview of Spark CLI Commands such as Pyspark.mp4 - 63.01 MB
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014 Submit Spark Applications using Properties File.mp4 - 60.7 MB
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009 Review the default logging while submitting Spark Applications.mp4 - 22.35 MB
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007 Overview of submitting spark application using client deployment mode.mp4 - 21.44 MB
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008 Overview of submitting spark application using cluster deployment mode.mp4 - 14.35 MB
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001 Deployment Modes of Spark Applications - Introduction.mp4 - 5.55 MB
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17 - Apache Spark using Python - Basic Transformations
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010 Total Aggregations_it.vtt - 17.42 KB
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014 Overview of Sorting Data Frames_it.vtt - 16.71 KB
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005 Boolean Operators_it.vtt - 14.96 KB
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011 Aggregate data using groupBy_it.vtt - 12.92 KB
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004 Filtering Example using dates_it.vtt - 12.47 KB
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003 Basic Filtering of Data_it.vtt - 11.13 KB
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015 Solution - Problem 1 - Get Total Aggregations_it.vtt - 10.67 KB
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012 Aggregate data using rollup_it.vtt - 10.58 KB
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013 Aggregate data using cube.cmproj_it.vtt - 9.61 KB
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006 Using IN Operator or isin Function_it.vtt - 8.43 KB
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009 Dealing with Nulls while Filtering_it.vtt - 7.71 KB
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008 Using BETWEEN Operator_it.vtt - 7.66 KB
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007 Using LIKE Operator or like Function_it.vtt - 7.58 KB
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002 Data Frames for basic transformations_it.vtt - 6.16 KB
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016 Solution - Problem 2 - Get Total Aggregations By FlightDate_it.vtt - 6.07 KB
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001 Overview of Basic Transformations_it.vtt - 3.42 KB
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external-assets-links.txt - 2.29 KB
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014 Overview of Sorting Data Frames.mp4 - 72.24 MB
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010 Total Aggregations.mp4 - 62.67 MB
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005 Boolean Operators.mp4 - 50.72 MB
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015 Solution - Problem 1 - Get Total Aggregations.mp4 - 40.47 MB
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006 Using IN Operator or isin Function.mp4 - 28.13 MB
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011 Aggregate data using groupBy.mp4 - 27.92 MB
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004 Filtering Example using dates.mp4 - 27.09 MB
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002 Data Frames for basic transformations.mp4 - 25.71 MB
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008 Using BETWEEN Operator.mp4 - 24.97 MB
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016 Solution - Problem 2 - Get Total Aggregations By FlightDate.mp4 - 24.49 MB
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013 Aggregate data using cube.cmproj.mp4 - 23.87 MB
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003 Basic Filtering of Data.mp4 - 23.27 MB
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012 Aggregate data using rollup.mp4 - 20.25 MB
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009 Dealing with Nulls while Filtering.mp4 - 19.62 MB
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007 Using LIKE Operator or like Function.mp4 - 16.48 MB
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001 Overview of Basic Transformations.mp4 - 6.87 MB
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07 - Overview of Hadoop HDFS Commands
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004 Copying files from local to HDFS_it.vtt - 16.94 KB
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003 Managing HDFS Directories_it.vtt - 16.06 KB
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012 HDFS File Permissions_it.vtt - 12.54 KB
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006 Getting File Metadata_it.vtt - 10.5 KB
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009 HDFS Replication Factor_it.vtt - 10.37 KB
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011 Using HDFS Stat Commands_it.vtt - 2.08 KB
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external-assets-links.txt - 1.43 KB
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013 Overriding Properties_it.vtt - 8.52 KB
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007 Previewing Data in HDFS File_it.vtt - 8.5 KB
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005 Copying files from HDFS to local_it.vtt - 7.74 KB
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008 HDFS Block Size_it.vtt - 6.69 KB
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002 Listing HDFS Files_it.vtt - 5.45 KB
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001 Getting help or usage_it.vtt - 5.45 KB
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010 Getting HDFS Storage Usage_it.vtt - 3.22 KB
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004 Copying files from local to HDFS.mp4 - 89.32 MB
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003 Managing HDFS Directories.mp4 - 88.23 MB
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006 Getting File Metadata.mp4 - 65.19 MB
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009 HDFS Replication Factor.mp4 - 50.02 MB
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012 HDFS File Permissions.mp4 - 49.7 MB
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002 Listing HDFS Files.mp4 - 40.89 MB
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013 Overriding Properties.mp4 - 40.12 MB
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008 HDFS Block Size.mp4 - 39.13 MB
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005 Copying files from HDFS to local.mp4 - 38.74 MB
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001 Getting help or usage.mp4 - 33.24 MB
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007 Previewing Data in HDFS File.mp4 - 18.55 MB
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010 Getting HDFS Storage Usage.mp4 - 14.13 MB
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011 Using HDFS Stat Commands.mp4 - 5.64 MB
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02 - Setting up Environment using AWS Cloud9
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004 Overview of EC2 related to Cloud9_it.vtt - 2.23 KB
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009 [Commands] Setup Jupyter Lab on Cloud9.html - 622 B
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008 Setup Jupyter Lab on Cloud9_it.vtt - 10.37 KB
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002 Creating Cloud9 Environment_it.vtt - 6.82 KB
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006 Associating Elastic IPs to Cloud9 Instance_it.vtt - 5.99 KB
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003 Warming up with Cloud9 IDE_it.vtt - 5.16 KB
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007 Increase EBS Volume Size of Cloud9 Instance_it.vtt - 4.99 KB
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005 Opening ports for Cloud9 Instance_it.vtt - 4.71 KB
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001 Getting Started with Cloud9_it.vtt - 4.45 KB
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008 Setup Jupyter Lab on Cloud9.mp4 - 39.1 MB
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006 Associating Elastic IPs to Cloud9 Instance.mp4 - 27.06 MB
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002 Creating Cloud9 Environment.mp4 - 16.32 MB
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007 Increase EBS Volume Size of Cloud9 Instance.mp4 - 14.49 MB
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001 Getting Started with Cloud9.mp4 - 10.79 MB
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005 Opening ports for Cloud9 Instance.mp4 - 10.56 MB
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003 Warming up with Cloud9 IDE.mp4 - 7.5 MB
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004 Overview of EC2 related to Cloud9.mp4 - 5.03 MB
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21 - Spark Application Execution Life Cycle and Spark UI
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009 Develop Word Count Application_it.vtt - 15.76 KB
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008 Setup Data Set for Word Count application_it.vtt - 14.91 KB
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017 Overview of Spark History Server UI_it.vtt - 12.55 KB
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005 Understanding YARN Capacity of an Enterprise Cluster_it.vtt - 11.33 KB
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015 Develop Shell Script to run Spark Application_it.vtt - 11.08 KB
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003 Setup EMR Cluster with Hadoop and Spark_it.vtt - 9.03 KB
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013 Switch between Pyspark Versions to run Spark Applications or launch Pyspark CLI_it.vtt - 7.9 KB
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004 Overall Capacity of Big Data Cluster with Hadoop and Spark_it.vtt - 7.64 KB
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006 Overview of Hadoop HDFS and YARN Setup on Multi-node Cluster_it.vtt - 6.54 KB
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011 Overview of Spark Submit Command_it.vtt - 6.45 KB
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012 Switch between Python Versions to run Spark Applications or launch Pyspark CLI_it.vtt - 6.4 KB
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007 Overview of Spark Setup on top of Hadoop_it.vtt - 6.2 KB
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016 Run Spark Application and review default executors_it.vtt - 6.17 KB
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014 Review Spark Configuration Properties at Run Time_it.vtt - 5.99 KB
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002 Overview of Types of Spark Cluster Managers_it.vtt - 4.85 KB
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001 Deploying and Monitoring Spark Applications - Introduction_it.vtt - 3.8 KB
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010 Review Deployment Process of Spark Application_it.vtt - 2.74 KB
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008 Setup Data Set for Word Count application.mp4 - 84.42 MB
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009 Develop Word Count Application.mp4 - 58.11 MB
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013 Switch between Pyspark Versions to run Spark Applications or launch Pyspark CLI.mp4 - 38.78 MB
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017 Overview of Spark History Server UI.mp4 - 30.43 MB
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011 Overview of Spark Submit Command.mp4 - 29.91 MB
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014 Review Spark Configuration Properties at Run Time.mp4 - 29.76 MB
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006 Overview of Hadoop HDFS and YARN Setup on Multi-node Cluster.mp4 - 27.85 MB
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005 Understanding YARN Capacity of an Enterprise Cluster.mp4 - 27.19 MB
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007 Overview of Spark Setup on top of Hadoop.mp4 - 26.14 MB
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015 Develop Shell Script to run Spark Application.mp4 - 20.72 MB
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016 Run Spark Application and review default executors.mp4 - 19.35 MB
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004 Overall Capacity of Big Data Cluster with Hadoop and Spark.mp4 - 17.93 MB
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003 Setup EMR Cluster with Hadoop and Spark.mp4 - 17.06 MB
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002 Overview of Types of Spark Cluster Managers.mp4 - 16.96 MB
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012 Switch between Python Versions to run Spark Applications or launch Pyspark CLI.mp4 - 15.12 MB
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001 Deploying and Monitoring Spark Applications - Introduction.mp4 - 7.9 MB
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010 Review Deployment Process of Spark Application.mp4 - 2.5 MB
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19 - Apache Spark using Python - Spark Metastore
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003 Creating Metastore Tables using catalog_it.vtt - 15.68 KB
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008 Create Partitioned Tables_it.vtt - 13.26 KB
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011 Using Spark SQL_it.vtt - 13.09 KB
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004 Inferring Schema for Tables_it.vtt - 10.28 KB
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005 Define Schema for Tables using StructType_it.vtt - 9.71 KB
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001 Overview of Spark Metastore_it.vtt - 9.55 KB
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006 Inserting into Existing Tables_it.vtt - 9.21 KB
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007 Read and Process data from Metastore Tables_it.vtt - 8.33 KB
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009 Saving as Partitioned Table_it.vtt - 7.49 KB
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010 Creating Temporary Views_it.vtt - 6.73 KB
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002 Exploring Spark Catalog_it.vtt - 4.09 KB
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external-assets-links.txt - 1.42 KB
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003 Creating Metastore Tables using catalog.mp4 - 49.68 MB
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008 Create Partitioned Tables.mp4 - 46.52 MB
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005 Define Schema for Tables using StructType.mp4 - 42.15 MB
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006 Inserting into Existing Tables.mp4 - 35.55 MB
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011 Using Spark SQL.mp4 - 28.61 MB
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009 Saving as Partitioned Table.mp4 - 26.32 MB
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004 Inferring Schema for Tables.mp4 - 25.89 MB
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010 Creating Temporary Views.mp4 - 25.22 MB
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001 Overview of Spark Metastore.mp4 - 24.44 MB
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007 Read and Process data from Metastore Tables.mp4 - 18.51 MB
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002 Exploring Spark Catalog.mp4 - 10.46 MB
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14 - Apache Spark SQL - Windowing Functions
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007 Ranking using Windowing Functions_it.vtt - 15.37 KB
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004 Aggregations using Windowing Functions_it.vtt - 14.42 KB
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005 Using LEAD or LAG_it.vtt - 13.78 KB
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006 Getting first and last values_it.vtt - 9.49 KB
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008 Order of execution of SQL_it.vtt - 8.91 KB
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010 Filtering Window Function Results_it.vtt - 7.75 KB
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009 Overview of Subqueries_it.vtt - 5.53 KB
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002 Prepare HR Database_it.vtt - 4.97 KB
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003 Overview of Windowing Functions_it.vtt - 4.6 KB
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001 Introduction to Windowing Functions_it.vtt - 2.85 KB
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external-assets-links.txt - 65 B
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005 Using LEAD or LAG.mp4 - 77.44 MB
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007 Ranking using Windowing Functions.mp4 - 73.32 MB
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006 Getting first and last values.mp4 - 61.52 MB
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004 Aggregations using Windowing Functions.mp4 - 57.49 MB
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008 Order of execution of SQL.mp4 - 34.98 MB
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002 Prepare HR Database.mp4 - 20.17 MB
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010 Filtering Window Function Results.mp4 - 16.7 MB
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009 Overview of Subqueries.mp4 - 11.99 MB
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003 Overview of Windowing Functions.mp4 - 10.6 MB
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001 Introduction to Windowing Functions.mp4 - 4.98 MB
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10 - Apache Spark using SQL - Basic Transformations using Spark SQL
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009 Aggregating Data_it.vtt - 14.9 KB
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006 Filtering Data_it.vtt - 14 KB
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008 Joining Tables - Outer_it.vtt - 10.27 KB
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007 Joining Tables - Inner_it.vtt - 9.53 KB
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002 Spark SQL - Overview_it.vtt - 9.48 KB
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004 Prepare Tables_it.vtt - 6.92 KB
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external-assets-links.txt - 1.25 KB
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010 Sorting Data_it.vtt - 6.47 KB
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011 Conclusion - Final Solution_it.vtt - 6 KB
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005 Projecting Data_it.vtt - 5.31 KB
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003 Define Problem Statement_it.vtt - 4.93 KB
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001 Basic Transformations using Spark SQL - Introduction_it.vtt - 4.76 KB
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009 Aggregating Data.mp4 - 85.63 MB
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008 Joining Tables - Outer.mp4 - 42.76 MB
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006 Filtering Data.mp4 - 38.72 MB
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007 Joining Tables - Inner.mp4 - 30.01 MB
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004 Prepare Tables.mp4 - 27.66 MB
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010 Sorting Data.mp4 - 25.94 MB
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005 Projecting Data.mp4 - 23.55 MB
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002 Spark SQL - Overview.mp4 - 22.56 MB
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011 Conclusion - Final Solution.mp4 - 13.68 MB
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003 Define Problem Statement.mp4 - 8.76 MB
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001 Basic Transformations using Spark SQL - Introduction.mp4 - 8.04 MB
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24 - Passing Application Properties Files and External Dependencies
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009 Pass Application Properties to Spark Application using HDFS files_it.vtt - 14.82 KB
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008 Pass Application Properties to Spark Application using local files in cluster mo_it.vtt - 9.88 KB
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002 Steps to pass application properties using JSON_it.vtt - 9.24 KB
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007 Pass Application Properties to Spark Application using local files in client mod_it.vtt - 9.05 KB
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017 Pass External Dependencies to Spark Application using HDFS files_it.vtt - 8.08 KB
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013 Explore APIs to process YAML Data using Pyspark_it.vtt - 7.94 KB
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015 Pass External Dependencies to Spark Application using local files in client mode_it.vtt - 7.6 KB
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016 Pass External Dependencies to Spark Apps using local files in cluster mode_it.vtt - 7.57 KB
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001 Passing Application Properties Files and External Dependencies - Introduction_it.vtt - 6.65 KB
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012 Install PyYAML into specific folder and build zip_it.vtt - 6.59 KB
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010 Steps to pass external Python Libraries using pyfiles_it.vtt - 6.07 KB
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004 Build the JSON with Application Properties_it.vtt - 5.92 KB
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005 Explore APIs to process JSON Data using Pyspark_it.vtt - 5.05 KB
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006 Refactor the Spark Application Code to use properties from JSON_it.vtt - 3.78 KB
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003 Setup Working Directory to pass application properties using JSON_it.vtt - 3.57 KB
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014 Refactor the Spark Application Code to use properties from YAML_it.vtt - 2.98 KB
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011 Create required YAML File to externalize application properties_it.vtt - 2.45 KB
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009 Pass Application Properties to Spark Application using HDFS files.mp4 - 83.57 MB
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007 Pass Application Properties to Spark Application using local files in client mod.mp4 - 51.01 MB
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008 Pass Application Properties to Spark Application using local files in cluster mo.mp4 - 50.49 MB
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002 Steps to pass application properties using JSON.mp4 - 46.86 MB
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015 Pass External Dependencies to Spark Application using local files in client mode.mp4 - 38.71 MB
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016 Pass External Dependencies to Spark Apps using local files in cluster mode.mp4 - 37.48 MB
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017 Pass External Dependencies to Spark Application using HDFS files.mp4 - 36.35 MB
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013 Explore APIs to process YAML Data using Pyspark.mp4 - 27.78 MB
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001 Passing Application Properties Files and External Dependencies - Introduction.mp4 - 22.27 MB
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004 Build the JSON with Application Properties.mp4 - 16.4 MB
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005 Explore APIs to process JSON Data using Pyspark.mp4 - 15.3 MB
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012 Install PyYAML into specific folder and build zip.mp4 - 15.05 MB
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010 Steps to pass external Python Libraries using pyfiles.mp4 - 11.18 MB
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006 Refactor the Spark Application Code to use properties from JSON.mp4 - 10.64 MB
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003 Setup Working Directory to pass application properties using JSON.mp4 - 7.06 MB
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014 Refactor the Spark Application Code to use properties from YAML.mp4 - 4.42 MB
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011 Create required YAML File to externalize application properties.mp4 - 3.76 MB
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18 - Apache Spark using Python - Joining Data Sets
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006 Left or Right Outer Join_it.vtt - 14.68 KB
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external-assets-links.txt - 1.79 KB
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002 Analyze Datasets for Joins_it.vtt - 12.18 KB
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005 Using Inner Joins_it.vtt - 11.6 KB
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36816926-airport-codes-na.txt - 11.14 KB
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001 Prepare Datasets for Joins_it.vtt - 8.67 KB
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003 Problem Statements for Joins_it.vtt - 2.51 KB
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014 Solution - Get Daily Revenue rolled up till Yearly_it.vtt - 6.9 KB
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009 Solution - Get Dormant US Airports_it.vtt - 5.2 KB
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010 Solution - Get Origins without master data_it.vtt - 6.62 KB
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007 Solution - Get Flight Count Per US Airport_it.vtt - 6.42 KB
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011 Solution - Get Count of Flights without master data_it.vtt - 5.46 KB
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013 Solution - Get Daily Revenue_it.vtt - 5.41 KB
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008 Solution - Get Flight Count Per US State_it.vtt - 4.07 KB
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012 Solution - Get Count of Flights per Airport without master data_it.vtt - 3.87 KB
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004 Overview of Joins_it.vtt - 1.91 KB
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006 Left or Right Outer Join.mp4 - 52.42 MB
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002 Analyze Datasets for Joins.mp4 - 47.73 MB
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005 Using Inner Joins.mp4 - 39.53 MB
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001 Prepare Datasets for Joins.mp4 - 20.44 MB
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014 Solution - Get Daily Revenue rolled up till Yearly.mp4 - 15.25 MB
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008 Solution - Get Flight Count Per US State.mp4 - 14.94 MB
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010 Solution - Get Origins without master data.mp4 - 14.73 MB
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007 Solution - Get Flight Count Per US Airport.mp4 - 13.55 MB
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011 Solution - Get Count of Flights without master data.mp4 - 13.07 MB
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013 Solution - Get Daily Revenue.mp4 - 13.06 MB
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009 Solution - Get Dormant US Airports.mp4 - 12.81 MB
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012 Solution - Get Count of Flights per Airport without master data.mp4 - 8.65 MB
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003 Problem Statements for Joins.mp4 - 3.97 MB
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004 Overview of Joins.mp4 - 2.93 MB
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15 - Apache Spark using Python - Data Processing Overview
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002 Overview of Spark Read APIs_it.vtt - 14.66 KB
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008 Overview of Spark Write APIs_it.vtt - 14.64 KB
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001 Starting Spark Context - pyspark_it.vtt - 10.14 KB
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006 Overview of Data Frame APIs_it.vtt - 9.8 KB
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005 Previewing Airlines Data_it.vtt - 9.27 KB
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004 Inferring Schema_it.vtt - 9.09 KB
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007 Overview of Functions_it.vtt - 6.88 KB
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003 Understanding airlines data_it.vtt - 5.98 KB
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external-assets-links.txt - 1.08 KB
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002 Overview of Spark Read APIs.mp4 - 69.14 MB
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008 Overview of Spark Write APIs.mp4 - 57.13 MB
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004 Inferring Schema.mp4 - 50.73 MB
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005 Previewing Airlines Data.mp4 - 41.3 MB
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006 Overview of Data Frame APIs.mp4 - 37.49 MB
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001 Starting Spark Context - pyspark.mp4 - 37.46 MB
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36340624-airtrafficdata.zip - 29.33 MB
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007 Overview of Functions.mp4 - 25.54 MB
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003 Understanding airlines data.mp4 - 14.75 MB
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03 - Setting up Environment - Overview of GCP and Provision Ubuntu VM
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007 Setup Jupyter Lab_it.vtt - 14.5 KB
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external-assets-links.txt - 859 B
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004 Provision Ubuntu VM from GCP_it.vtt - 11.37 KB
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005 Setup Docker_it.vtt - 11.33 KB
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003 Overview of GCP Pricing_it.vtt - 8.48 KB
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006 Validating Python_it.vtt - 5.38 KB
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001 Signing up for GCP_it.vtt - 4.79 KB
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002 Overview of GCP Web Console_it.vtt - 3.22 KB
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007 Setup Jupyter Lab.mp4 - 74.8 MB
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005 Setup Docker.mp4 - 71.91 MB
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004 Provision Ubuntu VM from GCP.mp4 - 50.31 MB
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006 Validating Python.mp4 - 32.86 MB
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003 Overview of GCP Pricing.mp4 - 32.3 MB
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001 Signing up for GCP.mp4 - 11.41 MB
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002 Overview of GCP Web Console.mp4 - 6.76 MB
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06 - Python Fundamentals
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007 Basic IO operations and processing data using Collections_it.vtt - 13.92 KB
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004 Python Collections_it.vtt - 12.48 KB
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003 Functions in Python_it.vtt - 11.55 KB
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005 Map Reduce operations on Python Collections_it.vtt - 11.14 KB
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002 Basic Programming Constructs_it.vtt - 10.69 KB
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external-assets-links.txt - 931 B
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001 Introduction and Setting up Python_it.vtt - 9.51 KB
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007 Basic IO operations and processing data using Collections.mp4 - 184.76 MB
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006 Setting up Data Sets for Basic IO Operations_it.vtt - 4.3 KB
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005 Map Reduce operations on Python Collections.mp4 - 79.9 MB
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002 Basic Programming Constructs.mp4 - 46.82 MB
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004 Python Collections.mp4 - 34.27 MB
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001 Introduction and Setting up Python.mp4 - 27.25 MB
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003 Functions in Python.mp4 - 26.45 MB
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006 Setting up Data Sets for Basic IO Operations.mp4 - 16.05 MB
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11 - Apache Spark using SQL - Basic DDL and DML
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002 Create Spark Metastore Tables_it.vtt - 13.87 KB
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003 Overview of Data Types_it.vtt - 12.46 KB
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010 Overview of File Formats_it.vtt - 9.92 KB
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013 Exercise - Managed Tables_it.vtt - 9.19 KB
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006 Loading Data Into Tables - HDFS_it.vtt - 7.86 KB
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005 Loading Data Into Tables - Local_it.vtt - 6.24 KB
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012 Truncating Tables_it.vtt - 2.89 KB
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external-assets-links.txt - 1.6 KB
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009 Managed Tables vs External Tables_it.vtt - 5.91 KB
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011 Drop Tables and Databases_it.vtt - 5.48 KB
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008 Creating External Tables_it.vtt - 4.51 KB
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001 Introduction_it.vtt - 3.95 KB
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007 Loading Data - Append and Overwrite_it.vtt - 3.41 KB
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004 Adding Comments_it.vtt - 3.21 KB
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002 Create Spark Metastore Tables.mp4 - 67.74 MB
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003 Overview of Data Types.mp4 - 66.24 MB
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010 Overview of File Formats.mp4 - 57.42 MB
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006 Loading Data Into Tables - HDFS.mp4 - 45.37 MB
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013 Exercise - Managed Tables.mp4 - 29.62 MB
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009 Managed Tables vs External Tables.mp4 - 28.91 MB
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007 Loading Data - Append and Overwrite.mp4 - 17.97 MB
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011 Drop Tables and Databases.mp4 - 16.15 MB
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005 Loading Data Into Tables - Local.mp4 - 15.71 MB
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008 Creating External Tables.mp4 - 13.2 MB
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004 Adding Comments.mp4 - 12.93 MB
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001 Introduction.mp4 - 11.23 MB
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012 Truncating Tables.mp4 - 9.03 MB
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05 - Setup Hive and Spark on Single Node Cluster
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019 Validate Jupyter Lab Setup_it.vtt - 13.84 KB
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002 [Commands] - Setup Data Sets for Practice.html - 1.1 KB
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015 Configure Spark 2_it.vtt - 12.4 KB
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004 [Commands] - Download and Install Hive.html - 1.45 KB
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006 [Commands] - Setup Database for Hive Metastore.html - 2.63 KB
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008 [Commands] - Configure and Setup Hive Metastore.html - 2 KB
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010 [Commands] - Launch and Validate Hive.html - 694 B
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017 Validate Spark 2 using CLIs_it.vtt - 11.62 KB
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012 [Commands] - Scripts to Manage Single Node Cluster.html - 1.03 KB
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014 [Commands] - Download and Install Spark 2.html - 1.31 KB
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027 Validate Spark 3 using CLIs_it.vtt - 11.54 KB
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016 [Commands] - Configure Spark 2.html - 2.1 KB
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018 [Commands] - Validate Spark 2 using CLIs.html - 1.41 KB
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020 [Commands] - Validate Jupyter Lab Setup.html - 1.04 KB
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022 [Commands] - Integrate Spark 2 with Jupyter Lab.html - 1.86 KB
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023 Download and Install Spark 3_it.vtt - 2.65 KB
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024 [Commands] - Download and Install Spark 3.html - 1.32 KB
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026 [Commands] - Configure Spark 3.html - 2.29 KB
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028 [Commands] - Validate Spark 3 using CLIs.html - 1.41 KB
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030 [Commands] - Integrate Spark 3 with Jupyter Lab.html - 1.87 KB
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005 Setup Database for Hive Metastore_it.vtt - 10.43 KB
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007 Configure and Setup Hive Metastore_it.vtt - 10.33 KB
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025 Configure Spark 3_it.vtt - 9.42 KB
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021 Integrate Spark 2 with Jupyter Lab_it.vtt - 8.74 KB
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009 Launch and Validate Hive_it.vtt - 7.17 KB
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011 Scripts to Manage Single Node Cluster_it.vtt - 6.91 KB
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001 Setup Data Sets for Practice_it.vtt - 6.72 KB
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029 Intergrate Spark 3 with Jupyter Lab_it.vtt - 6.03 KB
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013 Download and Install Spark 2_it.vtt - 4.97 KB
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003 Download and Install Hive_it.vtt - 3.23 KB
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019 Validate Jupyter Lab Setup.mp4 - 64.27 MB
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017 Validate Spark 2 using CLIs.mp4 - 63.42 MB
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027 Validate Spark 3 using CLIs.mp4 - 59.91 MB
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025 Configure Spark 3.mp4 - 56.65 MB
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007 Configure and Setup Hive Metastore.mp4 - 51.1 MB
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015 Configure Spark 2.mp4 - 47.32 MB
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005 Setup Database for Hive Metastore.mp4 - 38.25 MB
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009 Launch and Validate Hive.mp4 - 34.28 MB
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029 Intergrate Spark 3 with Jupyter Lab.mp4 - 21.9 MB
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021 Integrate Spark 2 with Jupyter Lab.mp4 - 21.59 MB
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001 Setup Data Sets for Practice.mp4 - 20.55 MB
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011 Scripts to Manage Single Node Cluster.mp4 - 16.83 MB
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013 Download and Install Spark 2.mp4 - 11.89 MB
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023 Download and Install Spark 3.mp4 - 6.72 MB
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003 Download and Install Hive.mp4 - 6.62 MB
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22 - Setup SSH Proxy to access Spark Application logs
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011 Configure Passwordless Login using PuTTYGen Keys on Windows_it.vtt - 13.7 KB
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002 Overview of Private and Public ips of servers in the cluster_it.vtt - 12.82 KB
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010 Quick Tour of PuTTY on Windows_it.vtt - 12.33 KB
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016 Update Hosts file for worker nodes using private ips_it.vtt - 10.81 KB
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003 Overview of SSH Proxy_it.vtt - 10.8 KB
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015 Understanding Proxying Network Traffic overcoming Windows Caveats_it.vtt - 10.22 KB
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014 Setup Proxy on Windows and validate using Microsoft Edge browser_it.vtt - 9.53 KB
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017 Access Spark Application logs using SSH Proxy_it.vtt - 7.43 KB
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005 Proxy using sshuttle on Mac or Linux_it.vtt - 7.3 KB
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006 Accessing Spark Application logs via SSH Proxy using sshuttle on Mac or Linux_it.vtt - 7.14 KB
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012 Run Spark Application on Gateway Node using PuTTY_it.vtt - 5.74 KB
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013 Configure Tunnel to Gateway Node using PuTTY on Windows for SSH Proxy_it.vtt - 4.88 KB
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001 Setup SSH Proxy to access Spark Application logs - Introduction_it.vtt - 4.78 KB
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018 Overview of performing tasks related to Spark Applications using Mac_it.vtt - 4.53 KB
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004 Setup sshuttle on Mac or Linux_it.vtt - 4.02 KB
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007 Side effects of using SSH Proxy to access Spark Application Logs_it.vtt - 3.17 KB
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008 Steps to setup SSH Proxy on Windows to access Spark Application Logs_it.vtt - 2.1 KB
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016 Update Hosts file for worker nodes using private ips.mp4 - 48.3 MB
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003 Overview of SSH Proxy.mp4 - 44.93 MB
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002 Overview of Private and Public ips of servers in the cluster.mp4 - 37.14 MB
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015 Understanding Proxying Network Traffic overcoming Windows Caveats.mp4 - 33.8 MB
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017 Access Spark Application logs using SSH Proxy.mp4 - 27.82 MB
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014 Setup Proxy on Windows and validate using Microsoft Edge browser.mp4 - 27.66 MB
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005 Proxy using sshuttle on Mac or Linux.mp4 - 25.23 MB
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011 Configure Passwordless Login using PuTTYGen Keys on Windows.mp4 - 23.28 MB
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012 Run Spark Application on Gateway Node using PuTTY.mp4 - 22.13 MB
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006 Accessing Spark Application logs via SSH Proxy using sshuttle on Mac or Linux.mp4 - 21.78 MB
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010 Quick Tour of PuTTY on Windows.mp4 - 21.05 MB
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004 Setup sshuttle on Mac or Linux.mp4 - 15.76 MB
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001 Setup SSH Proxy to access Spark Application logs - Introduction.mp4 - 11.06 MB
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013 Configure Tunnel to Gateway Node using PuTTY on Windows for SSH Proxy.mp4 - 11.04 MB
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018 Overview of performing tasks related to Spark Applications using Mac.mp4 - 10.07 MB
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007 Side effects of using SSH Proxy to access Spark Application Logs.mp4 - 7.87 MB
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008 Steps to setup SSH Proxy on Windows to access Spark Application Logs.mp4 - 5.74 MB
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009 Setup PuTTY and PuTTYgen on Windows.mp4 - 2.02 MB
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04 - Setup Hadoop on Single Node Cluster
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003 [Commands] - Setup Prerequisties.html - 474 B
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005 [Commands] - Setup Password less login.html - 950 B
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007 [Commands] - Download and Install Hadoop.html - 1.07 KB
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009 [Commands] - Configure Hadoop HDFS.html - 2.47 KB
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011 [Commands] - Start and Validate HDFS.html - 1.13 KB
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012 Configure Hadoop YARN_it.vtt - 1.77 KB
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013 [Commands] - Configure Hadoop YARN.html - 1.33 KB
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014 Start and Validate YARN_it.vtt - 2.92 KB
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015 [Commands] - Start and Validate YARN.html - 645 B
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017 [Commands] - Managing Single Node Hadoop.html - 1.11 KB
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008 Configure Hadoop HDFS_it.vtt - 9.89 KB
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010 Start and Validate HDFS_it.vtt - 9.02 KB
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002 Setup Prerequisties_it.vtt - 7.54 KB
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006 Download and Install Hadoop_it.vtt - 6.47 KB
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016 Managing Single Node Hadoop_it.vtt - 6.28 KB
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004 Setup Password less login_it.vtt - 5.59 KB
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001 Introduction to Single Node Hadoop Cluster_it.vtt - 4.43 KB
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008 Configure Hadoop HDFS.mp4 - 44.93 MB
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010 Start and Validate HDFS.mp4 - 39.85 MB
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002 Setup Prerequisties.mp4 - 29.69 MB
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006 Download and Install Hadoop.mp4 - 28.98 MB
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016 Managing Single Node Hadoop.mp4 - 17.41 MB
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001 Introduction to Single Node Hadoop Cluster.mp4 - 8.69 MB
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004 Setup Password less login.mp4 - 7.7 MB
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014 Start and Validate YARN.mp4 - 5.19 MB
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012 Configure Hadoop YARN.mp4 - 3.63 MB
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09 - Apache Spark using SQL - Getting Started
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007 Managing Spark Metastore Databases_it.vtt - 13.32 KB
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004 Overview of Spark SQL Properties_it.vtt - 12.09 KB
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011 Exercise - Getting Started with Spark SQL_it.vtt - 11.4 KB
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001 Getting Started - Overview_it.vtt - 2.69 KB
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external-assets-links.txt - 1.47 KB
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010 Role of Spark Metastore or Hive Metastore_it.vtt - 6.7 KB
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003 Launching and using Spark SQL CLI_it.vtt - 5.72 KB
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006 Understanding Warehouse Directory_it.vtt - 5.42 KB
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005 Running OS Commands using Spark SQL_it.vtt - 4.46 KB
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008 Managing Spark Metastore Tables_it.vtt - 4.31 KB
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002 Overview of Spark Documentation_it.vtt - 3.59 KB
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009 Retrieve Metadata of Tables_it.vtt - 3.11 KB
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007 Managing Spark Metastore Databases.mp4 - 71.99 MB
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004 Overview of Spark SQL Properties.mp4 - 70.86 MB
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011 Exercise - Getting Started with Spark SQL.mp4 - 53.81 MB
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010 Role of Spark Metastore or Hive Metastore.mp4 - 27.39 MB
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005 Running OS Commands using Spark SQL.mp4 - 25.22 MB
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006 Understanding Warehouse Directory.mp4 - 23.38 MB
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003 Launching and using Spark SQL CLI.mp4 - 21.59 MB
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009 Retrieve Metadata of Tables.mp4 - 15.25 MB
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002 Overview of Spark Documentation.mp4 - 15.19 MB
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008 Managing Spark Metastore Tables.mp4 - 8.17 MB
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001 Getting Started - Overview.mp4 - 4.97 MB
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20 - Apache Spark - Application Development Life Cycle
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015 Detailed Validation of the Application_it.vtt - 13.05 KB
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014 Running the application using YARN_it.vtt - 12.89 KB
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008 Read data from files_it.vtt - 11.69 KB
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011 Validating Writing Data to Files_it.vtt - 10.33 KB
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010 Write data to files_it.vtt - 10.15 KB
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009 Process data using Spark APIs_it.vtt - 9.01 KB
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003 Passing Run Time Arguments_it.vtt - 8.43 KB
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006 Create Function for Spark Session_it.vtt - 7.78 KB
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002 Getting Started with Pycharm_it.vtt - 7.59 KB
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012 Productionizing the Code_it.vtt - 6.9 KB
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001 Setup Virtual Environment and Install Pyspark_it.vtt - 6.72 KB
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004 Accessing OS Environment Variables_it.vtt - 6.31 KB
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013 Setting up Data for Production Validation_it.vtt - 6.01 KB
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005 Getting Started with Spark_it.vtt - 3.75 KB
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007 Setup Sample Data_it.vtt - 3.54 KB
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014 Running the application using YARN.mp4 - 79.92 MB
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015 Detailed Validation of the Application.mp4 - 67.73 MB
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009 Process data using Spark APIs.mp4 - 41 MB
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013 Setting up Data for Production Validation.mp4 - 40.13 MB
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008 Read data from files.mp4 - 36.01 MB
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002 Getting Started with Pycharm.mp4 - 25.93 MB
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001 Setup Virtual Environment and Install Pyspark.mp4 - 25.45 MB
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011 Validating Writing Data to Files.mp4 - 24.73 MB
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006 Create Function for Spark Session.mp4 - 24.02 MB
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010 Write data to files.mp4 - 20.22 MB
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003 Passing Run Time Arguments.mp4 - 16.73 MB
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005 Getting Started with Spark.mp4 - 14.82 MB
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007 Setup Sample Data.mp4 - 13.63 MB
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012 Productionizing the Code.mp4 - 12 MB
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004 Accessing OS Environment Variables.mp4 - 10.83 MB
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16 - Apache Spark using Python - Processing Column Data
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006 Extracting Strings using substring_it.vtt - 12.52 KB
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014 Using to_date and to_timestamp_it.vtt - 12.22 KB
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007 Extracting Strings using split_it.vtt - 10.77 KB
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001 Overview of Predefined Functions in Spark_it.vtt - 10.54 KB
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018 Using CASE and WHEN_it.vtt - 10.18 KB
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004 Special Functions - col and lit_it.vtt - 9.16 KB
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016 Dealing with Unix Timestamp_it.vtt - 8.79 KB
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015 Using date_format Function_it.vtt - 8.78 KB
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017 Dealing with Nulls_it.vtt - 8.73 KB
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012 Using Date and Time Trunc Functions_it.vtt - 7.9 KB
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008 Padding Characters around Strings_it.vtt - 7.72 KB
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002 Create Dummy Data Frame_it.vtt - 7.62 KB
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009 Trimming Characters from Strings_it.vtt - 7.34 KB
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011 Date and Time Arithmetic_it.vtt - 7.32 KB
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010 Date and Time Manipulation Functions_it.vtt - 6.22 KB
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013 Date and Time Extract Functions_it.vtt - 5.98 KB
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005 Common String Manipulation Functions_it.vtt - 5.82 KB
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003 Categories of Functions_it.vtt - 4.9 KB
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external-assets-links.txt - 2.69 KB
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006 Extracting Strings using substring.mp4 - 42.59 MB
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007 Extracting Strings using split.mp4 - 37.84 MB
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012 Using Date and Time Trunc Functions.mp4 - 37.81 MB
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004 Special Functions - col and lit.mp4 - 33.97 MB
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017 Dealing with Nulls.mp4 - 31.3 MB
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014 Using to_date and to_timestamp.mp4 - 30.53 MB
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008 Padding Characters around Strings.mp4 - 28.29 MB
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018 Using CASE and WHEN.mp4 - 27.3 MB
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001 Overview of Predefined Functions in Spark.mp4 - 24.85 MB
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016 Dealing with Unix Timestamp.mp4 - 22.96 MB
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011 Date and Time Arithmetic.mp4 - 20.94 MB
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015 Using date_format Function.mp4 - 19.97 MB
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009 Trimming Characters from Strings.mp4 - 16.88 MB
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013 Date and Time Extract Functions.mp4 - 14.88 MB
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005 Common String Manipulation Functions.mp4 - 13.27 MB
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002 Create Dummy Data Frame.mp4 - 12.51 MB
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010 Date and Time Manipulation Functions.mp4 - 11.42 MB
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003 Categories of Functions.mp4 - 8.25 MB
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12 - Apache Spark using SQL - DML and Partitioning
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008 Loading Data into Partitioned Tables_it.vtt - 9.7 KB
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010 Using Dynamic Partition Mode_it.vtt - 6.45 KB
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005 Inserting Data using Stage Table_it.vtt - 6.33 KB
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003 Creating Tables using Parquet_it.vtt - 6.1 KB
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002 Introduction to Partitioning_it.vtt - 1.91 KB
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004 Load vs. Insert_it.vtt - 5.73 KB
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external-assets-links.txt - 1.42 KB
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007 Adding Partitions to Tables_it.vtt - 5.4 KB
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011 Exercise - Partitioned Tables_it.vtt - 4.89 KB
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001 Introduction_it.vtt - 4.71 KB
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009 Inserting Data into Partitions_it.vtt - 4.54 KB
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006 Creating Partitioned Tables_it.vtt - 4.42 KB
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008 Loading Data into Partitioned Tables.mp4 - 66.57 MB
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005 Inserting Data using Stage Table.mp4 - 28.13 MB
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010 Using Dynamic Partition Mode.mp4 - 27.16 MB
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006 Creating Partitioned Tables.mp4 - 17.84 MB
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003 Creating Tables using Parquet.mp4 - 15.55 MB
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004 Load vs. Insert.mp4 - 14.34 MB
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007 Adding Partitions to Tables.mp4 - 13.74 MB
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001 Introduction.mp4 - 13.66 MB
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011 Exercise - Partitioned Tables.mp4 - 12.87 MB
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009 Inserting Data into Partitions.mp4 - 11.53 MB
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002 Introduction to Partitioning.mp4 - 3.68 MB
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TutsNode.com.txt - 63 B
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[TGx]Downloaded from torrentgalaxy.to .txt - 585 B
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| Trackers | Seeders | Leechers | Downloads |
|---|---|---|---|
| udp://tracker.opentrackr.org:1337/announce | 9 | 8 | 275 |
| udp://tracker.moeking.me:6969/announce | 1 | 2 | 2 |
| udp://www.torrent.eu.org:451/announce | 6 | 5 | 187 |
| udp://open.stealth.si:80/announce | 9 | 4 | 16 |
| udp://opentracker.i2p.rocks:6969/announce | 6 | 6 | 8 |
| udp://exodus.desync.com:6969/announce | 1 | 0 | 18 |
InfoHash:
ECC71C1CB0429A5F1314E9C86925DEC7041C98D8
Last updated:
Feb 8, 2022
File count:
898 B
File Category:
9
Tags:
Other, Tutorials