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Apache Spark 2 and 3 using Python 3 Formerly CCA 175

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Files:

009 Apache Spark - Framework.mp4 200.3 MB
TutsNode.com.txt 63 bytes
009 Apache Spark - Framework_it.vtt 32.8 KB
010 Create Data Frames from Text Files_it.vtt 21.4 KB
external-assets-links.txt 146 bytes
005 Date Manipulation Functions_it.vtt 20.5 KB
008 Develop Simple Application_it.vtt 19.4 KB
007 Spark Data Structures - RDDs and Data Frames_it.vtt 19.3 KB
013 Submit Spark Applications using SPARK_CONF_DIR with custom properties files_it.vtt 18.1 KB
005 Quick Review of Spark APIs_it.vtt 17.8 KB
010 Total Aggregations_it.vtt 17.4 KB
004 Copying files from local to HDFS_it.vtt 16.9 KB
004 Overview of EC2 related to Cloud9_it.vtt 2.2 KB
014 Overview of Sorting Data Frames_it.vtt 16.7 KB
002 Default Execution Master Type for Spark Applications_it.vtt 16.1 KB
003 Managing HDFS Directories_it.vtt 16.1 KB
009 Develop Word Count Application_it.vtt 15.8 KB
003 Creating Metastore Tables using catalog_it.vtt 15.7 KB
010 Changing Spark Application Log Level using custom log4j properties_it.vtt 15.7 KB
007 Ranking using Windowing Functions_it.vtt 15.4 KB
005 Boolean Operators_it.vtt 15.0 KB
009 [Commands] Setup Jupyter Lab on Cloud9.html 622 bytes
008 Setup Data Set for Word Count application_it.vtt 14.9 KB
009 Aggregating Data_it.vtt 14.9 KB
004 Running Spark Applications using Local Mode_it.vtt 14.8 KB
009 Pass Application Properties to Spark Application using HDFS files_it.vtt 14.8 KB
004 String Manipulation Functions_it.vtt 14.7 KB
006 Left or Right Outer Join_it.vtt 14.7 KB
002 Overview of Spark Read APIs_it.vtt 14.7 KB
003 Launch Pyspark using local mode_it.vtt 14.6 KB
008 Overview of Spark Write APIs_it.vtt 14.6 KB
014 Submit Spark Applications using Properties File_it.vtt 14.6 KB
007 Setup Jupyter Lab_it.vtt 14.5 KB
004 Aggregations using Windowing Functions_it.vtt 14.4 KB
006 Filtering Data_it.vtt 14.0 KB
007 Basic IO operations and processing data using Collections_it.vtt 13.9 KB
external-assets-links.txt 859 bytes
002 Create Spark Metastore Tables_it.vtt 13.9 KB
019 Validate Jupyter Lab Setup_it.vtt 13.8 KB
005 Using LEAD or LAG_it.vtt 13.8 KB
011 Configure Passwordless Login using PuTTYGen Keys on Windows_it.vtt 13.7 KB
003 [Commands] - Setup Prerequisties.html 474 bytes
006 Accessing Local Files using Spark CLI or Spark Applications_it.vtt 13.5 KB
007 Managing Spark Metastore Databases_it.vtt 13.3 KB
005 [Commands] - Setup Password less login.html 950 bytes
008 Create Partitioned Tables_it.vtt 13.3 KB
011 Using Spark SQL_it.vtt 13.1 KB
007 [Commands] - Download and Install Hadoop.html 1.1 KB
015 Detailed Validation of the Application_it.vtt 13.1 KB
011 Aggregate data using groupBy_it.vtt 12.9 KB
009 [Commands] - Configure Hadoop HDFS.html 2.5 KB
014 Running the application using YARN_it.vtt 12.9 KB
external-assets-links.txt 1.8 KB
011 [Commands] - Start and Validate HDFS.html 1.1 KB
002 Overview of Private and Public ips of servers in the cluster_it.vtt 12.8 KB
012 Configure Hadoop YARN_it.vtt 1.8 KB
013 [Commands] - Configure Hadoop YARN.html 1.3 KB
017 Overview of Spark History Server UI_it.vtt 12.6 KB
014 Start and Validate YARN_it.vtt 2.9 KB
015 [Commands] - Start and Validate YARN.html 645 bytes
012 HDFS File Permissions_it.vtt 12.5 KB
006 Extracting Strings using substring_it.vtt 12.5 KB
017 [Commands] - Managing Single Node Hadoop.html 1.1 KB
004 Python Collections_it.vtt 12.5 KB
004 Filtering Example using dates_it.vtt 12.5 KB
002 [Commands] - Setup Data Sets for Practice.html 1.1 KB
003 Overview of Data Types_it.vtt 12.5 KB
015 Configure Spark 2_it.vtt 12.4 KB
004 [Commands] - Download and Install Hive.html 1.5 KB
005 Overview of Spark CLI Commands such as Pyspark_it.vtt 12.4 KB
010 Quick Tour of PuTTY on Windows_it.vtt 12.3 KB
006 [Commands] - Setup Database for Hive Metastore.html 2.6 KB
014 Using to_date and to_timestamp_it.vtt 12.2 KB
002 Analyze Datasets for Joins_it.vtt 12.2 KB
008 [Commands] - Configure and Setup Hive Metastore.html 2.0 KB
004 Overview of Spark SQL Properties_it.vtt 12.1 KB
002 Review of Setup Steps for Spark Environment_it.vtt 12.0 KB
010 [Commands] - Launch and Validate Hive.html 694 bytes
008 Read data from files_it.vtt 11.7 KB
017 Validate Spark 2 using CLIs_it.vtt 11.6 KB
012 [Commands] - Scripts to Manage Single Node Cluster.html 1.0 KB
005 Using Inner Joins_it.vtt 11.6 KB
006 Overview of Numeric Functions_it.vtt 11.6 KB
014 [Commands] - Download and Install Spark 2.html 1.3 KB
003 Functions in Python_it.vtt 11.5 KB
027 Validate Spark 3 using CLIs_it.vtt 11.5 KB
016 [Commands] - Configure Spark 2.html 2.1 KB
011 Exercise - Getting Started with Spark SQL_it.vtt 11.4 KB
004 Provision Ubuntu VM from GCP_it.vtt 11.4 KB
018 [Commands] - Validate Spark 2 using CLIs.html 1.4 KB
005 Setup Docker_it.vtt 11.3 KB
005 Understanding YARN Capacity of an Enterprise Cluster_it.vtt 11.3 KB
020 [Commands] - Validate Jupyter Lab Setup.html 1.0 KB
36816926-airport-codes-na.txt 11.1 KB
005 Map Reduce operations on Python Collections_it.vtt 11.1 KB
022 [Commands] - Integrate Spark 2 with Jupyter Lab.html 1.9 KB
003 Basic Filtering of Data_it.vtt 11.1 KB
023 Download and Install Spark 3_it.vtt 2.7 KB
024 [Commands] - Download and Install Spark 3.html 1.3 KB
015 Develop Shell Script to run Spark Application_it.vtt 11.1 KB
016 Update Hosts file for worker nodes using private ips_it.vtt 10.8 KB
026 [Commands] - Configure Spark 3.html 2.3 KB
003 Overview of SSH Proxy_it.vtt 10.8 KB
007 Extracting Strings using split_it.vtt 10.8 KB
028 [Commands] - Validate Spark 3 using CLIs.html 1.4 KB
002 Basic Programming Constructs_it.vtt 10.7 KB
015 Solution - Problem 1 - Get Total Aggregations_it.vtt 10.7 KB
030 [Commands] - Integrate Spark 3 with Jupyter Lab.html 1.9 KB
008 Dealing with Nulls_it.vtt 10.6 KB
012 Aggregate data using rollup_it.vtt 10.6 KB
001 Overview of Predefined Functions in Spark_it.vtt 10.5 KB
006 Getting File Metadata_it.vtt 10.5 KB
005 Setup Database for Hive Metastore_it.vtt 10.4 KB
008 Setup Jupyter Lab on Cloud9_it.vtt 10.4 KB
012 Submit Spark Application using cluster mode with log level info_it.vtt 10.4 KB
009 HDFS Replication Factor_it.vtt 10.4 KB
007 Configure and Setup Hive Metastore_it.vtt 10.3 KB
011 Validating Writing Data to Files_it.vtt 10.3 KB
004 Inferring Schema for Tables_it.vtt 10.3 KB
008 Joining Tables - Outer_it.vtt 10.3 KB
015 Understanding Proxying Network Traffic overcoming Windows Caveats_it.vtt 10.2 KB
018 Using CASE and WHEN_it.vtt 10.2 KB
external-assets-links.txt 931 bytes
010 Write data to files_it.vtt 10.2 KB
001 Starting Spark Context - pyspark_it.vtt 10.1 KB
010 Overview of File Formats_it.vtt 9.9 KB
004 Apache Spark Official Documentation (Very Important)_it.vtt 9.9 KB
008 Configure Hadoop HDFS_it.vtt 9.9 KB
008 Pass Application Properties to Spark Application using local files in cluster mo_it.vtt 9.9 KB
006 Overview of Data Frame APIs_it.vtt 9.8 KB
003 Using ITVersity labs_it.vtt 9.8 KB
005 Define Schema for Tables using StructType_it.vtt 9.7 KB
008 Loading Data into Partitioned Tables_it.vtt 9.7 KB
013 Aggregate data using cube.cmproj_it.vtt 9.6 KB
009 Using CASE and WHEN_it.vtt 9.6 KB
001 Overview of Spark Metastore_it.vtt 9.6 KB
007 Joining Tables - Inner_it.vtt 9.5 KB
014 Setup Proxy on Windows and validate using Microsoft Edge browser_it.vtt 9.5 KB
001 Introduction and Setting up Python_it.vtt 9.5 KB
006 Getting first and last values_it.vtt 9.5 KB
002 Spark SQL - Overview_it.vtt 9.5 KB
025 Configure Spark 3_it.vtt 9.4 KB
005 Previewing Airlines Data_it.vtt 9.3 KB
002 Steps to pass application properties using JSON_it.vtt 9.2 KB
011 Using HDFS Stat Commands_it.vtt 2.1 KB
006 Inserting into Existing Tables_it.vtt 9.2 KB
013 Exercise - Managed Tables_it.vtt 9.2 KB
004 Special Functions - col and lit_it.vtt 9.2 KB
010 Query Example - Word Count_it.vtt 9.2 KB
external-assets-links.txt 1.4 KB
004 Inferring Schema_it.vtt 9.1 KB
007 Pass Application Properties to Spark Application using local files in client mod_it.vtt 9.0 KB
003 Setup EMR Cluster with Hadoop and Spark_it.vtt 9.0 KB
010 Start and Validate HDFS_it.vtt 9.0 KB
009 Process data using Spark APIs_it.vtt 9.0 KB
008 Order of execution of SQL_it.vtt 8.9 KB
016 Dealing with Unix Timestamp_it.vtt 8.8 KB
015 Using date_format Function_it.vtt 8.8 KB
021 Integrate Spark 2 with Jupyter Lab_it.vtt 8.7 KB
017 Dealing with Nulls_it.vtt 8.7 KB
001 Prepare Datasets for Joins_it.vtt 8.7 KB
013 Overriding Properties_it.vtt 8.5 KB
007 Previewing Data in HDFS File_it.vtt 8.5 KB
001 CCA 175 Spark and Hadoop Developer - Curriculum_it.vtt 8.5 KB
003 Overview of GCP Pricing_it.vtt 8.5 KB
006 Using IN Operator or isin Function_it.vtt 8.4 KB
[TGx]Downloaded from torrentgalaxy.to .txt 585 bytes
003 Passing Run Time Arguments_it.vtt 8.4 KB
007 Read and Process data from Metastore Tables_it.vtt 8.3 KB
011 Create Data Frames from Hive Tables_it.vtt 8.1 KB
017 Pass External Dependencies to Spark Application using HDFS files_it.vtt 8.1 KB
011 Submit Spark Application using client mode with log level info_it.vtt 8.0 KB
external-assets-links.txt 2.1 KB
013 Explore APIs to process YAML Data using Pyspark_it.vtt 7.9 KB
001 Getting Started - Overview_it.vtt 2.7 KB
012 Using Date and Time Trunc Functions_it.vtt 7.9 KB
013 Switch between Pyspark Versions to run Spark Applications or launch Pyspark CLI_it.vtt 7.9 KB
003 Problem Statements for Joins_it.vtt 2.5 KB
0 3 bytes
007 Basic IO operations and processing data using Collections.mp4 184.8 MB
006 Loading Data Into Tables - HDFS_it.vtt 7.9 KB
006 Create Function for Spark Session_it.vtt 7.8 KB
010 Filtering Window Function Results_it.vtt 7.8 KB
005 Copying files from HDFS to local_it.vtt 7.7 KB
008 Padding Characters around Strings_it.vtt 7.7 KB
009 Dealing with Nulls while Filtering_it.vtt 7.7 KB
008 Using BETWEEN Operator_it.vtt 7.7 KB
004 Overall Capacity of Big Data Cluster with Hadoop and Spark_it.vtt 7.6 KB
002 Create Dummy Data Frame_it.vtt 7.6 KB
015 Pass External Dependencies to Spark Application using local files in client mode_it.vtt 7.6 KB
002 Getting Started with Pycharm_it.vtt 7.6 KB
007 Using LIKE Operator or like Function_it.vtt 7.6 KB
016 Pass External Dependencies to Spark Apps using local files in cluster mode_it.vtt 7.6 KB
002 Setup Prerequisties_it.vtt 7.5 KB
009 Saving as Partitioned Table_it.vtt 7.5 KB
external-assets-links.txt 1.5 KB
017 Access Spark Application logs using SSH Proxy_it.vtt 7.4 KB
006 Spark Modules_it.vtt 7.4 KB
009 Trimming Characters from Strings_it.vtt 7.3 KB
009 Review the default logging while submitting Spark Applications_it.vtt 7.3 KB
011 Date and Time Arithmetic_it.vtt 7.3 KB
005 Proxy using sshuttle on Mac or Linux_it.vtt 7.3 KB
009 Launch and Validate Hive_it.vtt 7.2 KB
006 Accessing Spark Application logs via SSH Proxy using sshuttle on Mac or Linux_it.vtt 7.1 KB
004 Prepare Tables_it.vtt 6.9 KB
011 Scripts to Manage Single Node Cluster_it.vtt 6.9 KB
012 Productionizing the Code_it.vtt 6.9 KB
014 Solution - Get Daily Revenue rolled up till Yearly_it.vtt 6.9 KB
007 Overview of Functions_it.vtt 6.9 KB
002 Creating Cloud9 Environment_it.vtt 6.8 KB
010 Creating Temporary Views_it.vtt 6.7 KB
001 Setup Virtual Environment and Install Pyspark_it.vtt 6.7 KB
001 Setup Data Sets for Practice_it.vtt 6.7 KB
010 Role of Spark Metastore or Hive Metastore_it.vtt 6.7 KB
009 Solution - Get Dormant US Airports_it.vtt 5.2 KB
1 3 bytes
007 Spark Data Structures - RDDs and Data Frames.mp4 133.3 MB
008 HDFS Block Size_it.vtt 6.7 KB
external-assets-links.txt 1.3 KB
001 Passing Application Properties Files and External Dependencies - Introduction_it.vtt 6.7 KB
010 Solution - Get Origins without master data_it.vtt 6.6 KB
012 Install PyYAML into specific folder and build zip_it.vtt 6.6 KB
006 Overview of Hadoop HDFS and YARN Setup on Multi-node Cluster_it.vtt 6.5 KB
006 Download and Install Hadoop_it.vtt 6.5 KB
010 Sorting Data_it.vtt 6.5 KB
010 Using Dynamic Partition Mode_it.vtt 6.5 KB
011 Overview of Spark Submit Command_it.vtt 6.4 KB
007 Solution - Get Flight Count Per US Airport_it.vtt 6.4 KB
012 Switch between Python Versions to run Spark Applications or launch Pyspark CLI_it.vtt 6.4 KB
005 Inserting Data using Stage Table_it.vtt 6.3 KB
004 Accessing OS Environment Variables_it.vtt 6.3 KB
016 Managing Single Node Hadoop_it.vtt 6.3 KB
003 Validating Functions_it.vtt 6.3 KB
005 Loading Data Into Tables - Local_it.vtt 6.2 KB
010 Date and Time Manipulation Functions_it.vtt 6.2 KB
007 Overview of Spark Setup on top of Hadoop_it.vtt 6.2 KB
016 Run Spark Application and review default executors_it.vtt 6.2 KB
002 Data Frames for basic transformations_it.vtt 6.2 KB
003 Creating Tables using Parquet_it.vtt 6.1 KB
010 Steps to pass external Python Libraries using pyfiles_it.vtt 6.1 KB
016 Solution - Problem 2 - Get Total Aggregations By FlightDate_it.vtt 6.1 KB
029 Intergrate Spark 3 with Jupyter Lab_it.vtt 6.0 KB
012 Truncating Tables_it.vtt 2.9 KB
013 Setting up Data for Production Validation_it.vtt 6.0 KB
011 Conclusion - Final Solution_it.vtt 6.0 KB
external-assets-links.txt 1.6 KB
014 Review Spark Configuration Properties at Run Time_it.vtt 6.0 KB
006 Associating Elastic IPs to Cloud9 Instance_it.vtt 6.0 KB
003 Understanding airlines data_it.vtt 6.0 KB
002 Introduction to Partitioning_it.vtt 1.9 KB
013 Date and Time Extract Functions_it.vtt 6.0 KB
004 Build the JSON with Application Properties_it.vtt 5.9 KB
009 Managed Tables vs External Tables_it.vtt 5.9 KB
008 Overview of submitting spark application using cluster deployment mode_it.vtt 5.9 KB
007 Overview of submitting spark application using client deployment mode_it.vtt 5.8 KB
005 Common String Manipulation Functions_it.vtt 5.8 KB
012 Run Spark Application on Gateway Node using PuTTY_it.vtt 5.7 KB
004 Load vs. Insert_it.vtt 5.7 KB
003 Launching and using Spark SQL CLI_it.vtt 5.7 KB
007 Data Type Conversion_it.vtt 5.6 KB
004 Setup Password less login_it.vtt 5.6 KB
009 Overview of Subqueries_it.vtt 5.5 KB
011 Drop Tables and Databases_it.vtt 5.5 KB
011 Solution - Get Count of Flights without master data_it.vtt 5.5 KB
002 Listing HDFS Files_it.vtt 5.4 KB
001 Getting help or usage_it.vtt 5.4 KB
006 Understanding Warehouse Directory_it.vtt 5.4 KB
013 Solution - Get Daily Revenue_it.vtt 5.4 KB
external-assets-links.txt 1.4 KB
007 Adding Partitions to Tables_it.vtt 5.4 KB
001 Introduction - Overview of Spark SQL Functions_it.vtt 2.5 KB
006 Validating Python_it.vtt 5.4 KB
005 Projecting Data_it.vtt 5.3 KB
003 Warming up with Cloud9 IDE_it.vtt 5.2 KB
005 Explore APIs to process JSON Data using Pyspark_it.vtt 5.0 KB
007 Increase EBS Volume Size of Cloud9 Instance_it.vtt 5.0 KB
002 Prepare HR Database_it.vtt 5.0 KB
013 Download and Install Spark 2_it.vtt 5.0 KB
003 Define Problem Statement_it.vtt 4.9 KB
003 Categories of Functions_it.vtt 4.9 KB
011 Exercise - Partitioned Tables_it.vtt 4.9 KB
013 Configure Tunnel to Gateway Node using PuTTY on Windows for SSH Proxy_it.vtt 4.9 KB
002 Overview of Types of Spark Cluster Managers_it.vtt 4.9 KB
001 Signing up for GCP_it.vtt 4.8 KB
001 Setup SSH Proxy to access Spark Application logs - Introduction_it.vtt 4.8 KB
001 Basic Transformations using Spark SQL - Introduction_it.vtt 4.8 KB
005 Opening ports for Cloud9 Instance_it.vtt 4.7 KB
001 Introduction_it.vtt 4.7 KB
003 Overview of Windowing Functions_it.vtt 4.6 KB
external-assets-links.txt 1.2 KB
009 Inserting Data into Partitions_it.vtt 4.5 KB
001 Introduction to Windowing Functions_it.vtt 2.9 KB
018 Overview of performing tasks related to Spark Applications using Mac_it.vtt 4.5 KB
008 Creating External Tables_it.vtt 4.5 KB
005 Running OS Commands using Spark SQL_it.vtt 4.5 KB
001 Getting Started with Cloud9_it.vtt 4.4 KB
001 Introduction to Single Node Hadoop Cluster_it.vtt 4.4 KB
006 Creating Partitioned Tables_it.vtt 4.4 KB
008 Managing Spark Metastore Tables_it.vtt 4.3 KB
006 Setting up Data Sets for Basic IO Operations_it.vtt 4.3 KB
002 Exploring Spark Catalog_it.vtt 4.1 KB
008 Solution - Get Flight Count Per US State_it.vtt 4.1 KB
004 Setup sshuttle on Mac or Linux_it.vtt 4.0 KB
001 Introduction_it.vtt 4.0 KB
002 Overview of Functions_it.vtt 3.9 KB
012 Solution - Get Count of Flights per Airport without master data_it.vtt 3.9 KB
001 Deploying and Monitoring Spark Applications - Introduction_it.vtt 3.8 KB
006 Refactor the Spark Application Code to use properties from JSON_it.vtt 3.8 KB
005 Getting Started with Spark_it.vtt 3.8 KB
002 Overview of Spark Documentation_it.vtt 3.6 KB
external-assets-links.txt 65 bytes
003 Setup Working Directory to pass application properties using JSON_it.vtt 3.6 KB
007 Setup Sample Data_it.vtt 3.5 KB
001 Overview of Basic Transformations_it.vtt 3.4 KB
007 Loading Data - Append and Overwrite_it.vtt 3.4 KB
001 Introduction_it.vtt 3.3 KB
003 Download and Install Hive_it.vtt 3.2 KB
010 Getting HDFS Storage Usage_it.vtt 3.2 KB
002 Overview of GCP Web Console_it.vtt 3.2 KB
004 Adding Comments_it.vtt 3.2 KB
007 Side effects of using SSH Proxy to access Spark Application Logs_it.vtt 3.2 KB
009 Retrieve Metadata of Tables_it.vtt 3.1 KB
014 Refactor the Spark Application Code to use properties from YAML_it.vtt 3.0 KB
010 Review Deployment Process of Spark Application_it.vtt 2.7 KB
external-assets-links.txt 2.7 KB
011 Create required YAML File to externalize application properties_it.vtt 2.4 KB
external-assets-links.txt 2.3 KB
001 Deployment Modes of Spark Applications - Introduction_it.vtt 2.2 KB
external-assets-links.txt 1.1 KB
008 Steps to setup SSH Proxy on Windows to access Spark Application Logs_it.vtt 2.1 KB
004 Overview of Joins_it.vtt 1.9 KB
external-assets-links.txt 1.4 KB
2 148.5 KB
010 Create Data Frames from Text Files.mp4 126.9 MB
3 53.0 KB
008 Develop Simple Application.mp4 110.8 MB
4 216.5 KB
013 Submit Spark Applications using SPARK_CONF_DIR with custom properties files.mp4 100.0 MB
5 8.7 KB
005 Quick Review of Spark APIs.mp4 97.3 MB
6 714.2 KB
004 Copying files from local to HDFS.mp4 89.3 MB
7 692.7 KB
003 Managing HDFS Directories.mp4 88.2 MB
8 785.4 KB
005 Date Manipulation Functions.mp4 86.5 MB
9 481.1 KB
010 Changing Spark Application Log Level using custom log4j properties.mp4 86.4 MB
10 573.5 KB
009 Aggregating Data.mp4 85.6 MB
11 375.2 KB
008 Setup Data Set for Word Count application.mp4 84.4 MB
12 593.1 KB
009 Pass Application Properties to Spark Application using HDFS files.mp4 83.6 MB
13 441.9 KB
002 Default Execution Master Type for Spark Applications.mp4 81.3 MB
14 688.3 KB
014 Running the application using YARN.mp4 79.9 MB
15 79.2 KB
005 Map Reduce operations on Python Collections.mp4 79.9 MB
16 104.6 KB
004 Apache Spark Official Documentation (Very Important).mp4 79.5 MB
17 472.8 KB
005 Using LEAD or LAG.mp4 77.4 MB
18 574.6 KB
007 Setup Jupyter Lab.mp4 74.8 MB
19 209.4 KB
004 Running Spark Applications using Local Mode.mp4 73.9 MB
20 67.2 KB
007 Ranking using Windowing Functions.mp4 73.3 MB
21 700.7 KB
014 Overview of Sorting Data Frames.mp4 72.2 MB
22 781.1 KB
007 Managing Spark Metastore Databases.mp4 72.0 MB
23 10.3 KB
005 Setup Docker.mp4 71.9 MB
24 96.4 KB
006 Accessing Local Files using Spark CLI or Spark Applications.mp4 71.0 MB
25 14.2 KB
004 Overview of Spark SQL Properties.mp4 70.9 MB
26 145.6 KB
002 Overview of Spark Read APIs.mp4 69.1 MB
27 880.0 KB
003 Launch Pyspark using local mode.mp4 68.8 MB
28 191.0 KB
012 Submit Spark Application using cluster mode with log level info.mp4 68.5 MB
29 474.9 KB
004 String Manipulation Functions.mp4 68.0 MB
30 1010.7 KB
002 Create Spark Metastore Tables.mp4 67.7 MB
31 269.7 KB
015 Detailed Validation of the Application.mp4 67.7 MB
32 272.6 KB
008 Loading Data into Partitioned Tables.mp4 66.6 MB
33 437.5 KB
003 Overview of Data Types.mp4 66.2 MB
34 779.3 KB
006 Getting File Metadata.mp4 65.2 MB
35 825.4 KB
011 Submit Spark Application using client mode with log level info.mp4 64.3 MB
36 673.7 KB
019 Validate Jupyter Lab Setup.mp4 64.3 MB
37 748.5 KB
017 Validate Spark 2 using CLIs.mp4 63.4 MB
38 593.6 KB
005 Overview of Spark CLI Commands such as Pyspark.mp4 63.0 MB
39 1009.3 KB
010 Total Aggregations.mp4 62.7 MB
40 339.0 KB
006 Getting first and last values.mp4 61.5 MB
41 491.8 KB
014 Submit Spark Applications using Properties File.mp4 60.7 MB
42 307.7 KB
027 Validate Spark 3 using CLIs.mp4 59.9 MB
43 92.4 KB
009 Develop Word Count Application.mp4 58.1 MB
44 911.5 KB
004 Aggregations using Windowing Functions.mp4 57.5 MB
45 518.8 KB
010 Overview of File Formats.mp4 57.4 MB
46 595.7 KB
008 Overview of Spark Write APIs.mp4 57.1 MB
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025 Configure Spark 3.mp4 56.6 MB
48 359.0 KB
011 Exercise - Getting Started with Spark SQL.mp4 53.8 MB
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006 Left or Right Outer Join.mp4 52.4 MB
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002 Review of Setup Steps for Spark Environment.mp4 52.0 MB
51 426 bytes
007 Configure and Setup Hive Metastore.mp4 51.1 MB
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007 Pass Application Properties to Spark Application using local files in client mod.mp4 51.0 MB
53 1018.4 KB
004 Inferring Schema.mp4 50.7 MB
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005 Boolean Operators.mp4 50.7 MB
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008 Pass Application Properties to Spark Application using local files in cluster mo.mp4 50.5 MB
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004 Provision Ubuntu VM from GCP.mp4 50.3 MB
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009 HDFS Replication Factor.mp4 50.0 MB
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012 HDFS File Permissions.mp4 49.7 MB
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003 Creating Metastore Tables using catalog.mp4 49.7 MB
60 328.7 KB
016 Update Hosts file for worker nodes using private ips.mp4 48.3 MB
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002 Analyze Datasets for Joins.mp4 47.7 MB
62 281.1 KB
015 Configure Spark 2.mp4 47.3 MB
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002 Steps to pass application properties using JSON.mp4 46.9 MB
64 139.3 KB
002 Basic Programming Constructs.mp4 46.8 MB
65 187.1 KB
008 Create Partitioned Tables.mp4 46.5 MB
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006 Loading Data Into Tables - HDFS.mp4 45.4 MB
67 650.2 KB
009 Using CASE and WHEN.mp4 45.3 MB
68 723.0 KB
008 Configure Hadoop HDFS.mp4 44.9 MB
69 71.6 KB
003 Overview of SSH Proxy.mp4 44.9 MB
70 74.3 KB
008 Joining Tables - Outer.mp4 42.8 MB
71 240.8 KB
006 Extracting Strings using substring.mp4 42.6 MB
72 423.2 KB
005 Define Schema for Tables using StructType.mp4 42.1 MB
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010 Query Example - Word Count.mp4 41.5 MB
74 517.3 KB
005 Previewing Airlines Data.mp4 41.3 MB
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003 Using ITVersity labs.mp4 41.3 MB
76 726.7 KB
011 Create Data Frames from Hive Tables.mp4 41.2 MB
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009 Process data using Spark APIs.mp4 41.0 MB
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002 Listing HDFS Files.mp4 40.9 MB
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006 Spark Modules.mp4 40.6 MB
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015 Solution - Problem 1 - Get Total Aggregations.mp4 40.5 MB
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013 Setting up Data for Production Validation.mp4 40.1 MB
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013 Overriding Properties.mp4 40.1 MB
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010 Start and Validate HDFS.mp4 39.8 MB
84 157.2 KB
008 Dealing with Nulls.mp4 39.6 MB
85 450.9 KB
005 Using Inner Joins.mp4 39.5 MB
86 480.4 KB
008 HDFS Block Size.mp4 39.1 MB
87 888.9 KB
008 Setup Jupyter Lab on Cloud9.mp4 39.1 MB
88 916.7 KB
013 Switch between Pyspark Versions to run Spark Applications or launch Pyspark CLI.mp4 38.8 MB
89 228.0 KB
005 Copying files from HDFS to local.mp4 38.7 MB
90 269.8 KB
006 Filtering Data.mp4 38.7 MB
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015 Pass External Dependencies to Spark Application using local files in client mode.mp4 38.7 MB
92 298.7 KB
005 Setup Database for Hive Metastore.mp4 38.2 MB
93 773.1 KB
007 Extracting Strings using split.mp4 37.8 MB
94 160.3 KB
012 Using Date and Time Trunc Functions.mp4 37.8 MB
95 199.5 KB
006 Overview of Data Frame APIs.mp4 37.5 MB
96 526.4 KB
016 Pass External Dependencies to Spark Apps using local files in cluster mode.mp4 37.5 MB
97 537.2 KB
001 Starting Spark Context - pyspark.mp4 37.5 MB
98 556.4 KB
002 Overview of Private and Public ips of servers in the cluster.mp4 37.1 MB
99 876.7 KB
017 Pass External Dependencies to Spark Application using HDFS files.mp4 36.3 MB
100 670.3 KB
008 Read data from files.mp4 36.0 MB
101 1013.0 KB
006 Inserting into Existing Tables.mp4 35.5 MB
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008 Order of execution of SQL.mp4 35.0 MB
103 24.4 KB
009 Launch and Validate Hive.mp4 34.3 MB
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004 Python Collections.mp4 34.3 MB
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004 Special Functions - col and lit.mp4 34.0 MB
106 25.7 KB
015 Understanding Proxying Network Traffic overcoming Windows Caveats.mp4 33.8 MB
107 202.4 KB
001 Getting help or usage.mp4 33.2 MB
108 774.4 KB
006 Validating Python.mp4 32.9 MB
109 145.6 KB
003 Overview of GCP Pricing.mp4 32.3 MB
110 718.4 KB
017 Dealing with Nulls.mp4 31.3 MB
111 715.0 KB
014 Using to_date and to_timestamp.mp4 30.5 MB
112 482.4 KB
017 Overview of Spark History Server UI.mp4 30.4 MB
113 585.7 KB
007 Joining Tables - Inner.mp4 30.0 MB
114 1013.5 KB
011 Overview of Spark Submit Command.mp4 29.9 MB
115 90.5 KB
003 Validating Functions.mp4 29.8 MB
116 205.0 KB
014 Review Spark Configuration Properties at Run Time.mp4 29.8 MB
117 241.0 KB
002 Setup Prerequisties.mp4 29.7 MB
118 316.7 KB
013 Exercise - Managed Tables.mp4 29.6 MB
119 389.2 KB
006 Overview of Numeric Functions.mp4 29.3 MB
120 666.8 KB
36340624-airtrafficdata.zip 29.3 MB
121 690.2 KB
006 Download and Install Hadoop.mp4 29.0 MB
122 21.2 KB
009 Managed Tables vs External Tables.mp4 28.9 MB
123 89.8 KB
011 Using Spark SQL.mp4 28.6 MB
124 398.3 KB
008 Padding Characters around Strings.mp4 28.3 MB
125 727.2 KB
006 Using IN Operator or isin Function.mp4 28.1 MB
126 890.9 KB
005 Inserting Data using Stage Table.mp4 28.1 MB
127 892.0 KB
011 Aggregate data using groupBy.mp4 27.9 MB
128 83.5 KB
006 Overview of Hadoop HDFS and YARN Setup on Multi-node Cluster.mp4 27.8 MB
129 155.8 KB
017 Access Spark Application logs using SSH Proxy.mp4 27.8 MB
130 187.5 KB
013 Explore APIs to process YAML Data using Pyspark.mp4 27.8 MB
131 222.5 KB
004 Prepare Tables.mp4 27.7 MB
132 343.5 KB
014 Setup Proxy on Windows and validate using Microsoft Edge browser.mp4 27.7 MB
133 346.5 KB
010 Role of Spark Metastore or Hive Metastore.mp4 27.4 MB
134 624.7 KB
018 Using CASE and WHEN.mp4 27.3 MB
135 721.7 KB
001 Introduction and Setting up Python.mp4 27.3 MB
136 767.5 KB
005 Understanding YARN Capacity of an Enterprise Cluster.mp4 27.2 MB
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010 Using Dynamic Partition Mode.mp4 27.2 MB
138 857.3 KB
004 Filtering Example using dates.mp4 27.1 MB
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006 Associating Elastic IPs to Cloud9 Instance.mp4 27.1 MB
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003 Functions in Python.mp4 26.5 MB
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009 Saving as Partitioned Table.mp4 26.3 MB
142 695.2 KB
007 Overview of Spark Setup on top of Hadoop.mp4 26.1 MB
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010 Sorting Data.mp4 25.9 MB
144 59.5 KB
002 Getting Started with Pycharm.mp4 25.9 MB
145 71.0 KB
004 Inferring Schema for Tables.mp4 25.9 MB
146 113.3 KB
002 Data Frames for basic transformations.mp4 25.7 MB
147 301.5 KB
007 Overview of Functions.mp4 25.5 MB
148 468.1 KB
001 Setup Virtual Environment and Install Pyspark.mp4 25.5 MB
149 558.6 KB
005 Proxy using sshuttle on Mac or Linux.mp4 25.2 MB
150 791.5 KB
005 Running OS Commands using Spark SQL.mp4 25.2 MB
151 794.3 KB
010 Creating Temporary Views.mp4 25.2 MB
152 801.7 KB
008 Using BETWEEN Operator.mp4 25.0 MB
153 32.2 KB
001 Overview of Predefined Functions in Spark.mp4 24.8 MB
154 158.3 KB
011 Validating Writing Data to Files.mp4 24.7 MB
155 275.8 KB
016 Solution - Problem 2 - Get Total Aggregations By FlightDate.mp4 24.5 MB
156 526.0 KB
001 Overview of Spark Metastore.mp4 24.4 MB
157 569.7 KB
006 Create Function for Spark Session.mp4 24.0 MB
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013 Aggregate data using cube.cmproj.mp4 23.9 MB
159 130.2 KB
005 Projecting Data.mp4 23.6 MB
160 457.3 KB
006 Understanding Warehouse Directory.mp4 23.4 MB
161 632.7 KB
011 Configure Passwordless Login using PuTTYGen Keys on Windows.mp4 23.3 MB
162 740.7 KB
003 Basic Filtering of Data.mp4 23.3 MB
163 752.3 KB
016 Dealing with Unix Timestamp.mp4 23.0 MB
164 43.2 KB
002 Spark SQL - Overview.mp4 22.6 MB
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009 Review the default logging while submitting Spark Applications.mp4 22.4 MB
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001 Passing Application Properties Files and External Dependencies - Introduction.mp4 22.3 MB
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012 Run Spark Application on Gateway Node using PuTTY.mp4 22.1 MB
168 886.8 KB
029 Intergrate Spark 3 with Jupyter Lab.mp4 21.9 MB
169 106.4 KB
006 Accessing Spark Application logs via SSH Proxy using sshuttle on Mac or Linux.mp4 21.8 MB
170 228.6 KB
003 Launching and using Spark SQL CLI.mp4 21.6 MB
171 417.7 KB
021 Integrate Spark 2 with Jupyter Lab.mp4 21.6 MB
172 418.9 KB
007 Overview of submitting spark application using client deployment mode.mp4 21.4 MB
173 576.5 KB
010 Quick Tour of PuTTY on Windows.mp4 21.1 MB
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011 Date and Time Arithmetic.mp4 20.9 MB
175 57.6 KB
015 Develop Shell Script to run Spark Application.mp4 20.7 MB
176 282.6 KB
001 Setup Data Sets for Practice.mp4 20.6 MB
177 459.6 KB
001 Prepare Datasets for Joins.mp4 20.4 MB
178 568.4 KB
012 Aggregate data using rollup.mp4 20.3 MB
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010 Write data to files.mp4 20.2 MB
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002 Prepare HR Database.mp4 20.2 MB
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015 Using date_format Function.mp4 20.0 MB
182 34.1 KB
009 Dealing with Nulls while Filtering.mp4 19.6 MB
183 387.1 KB
001 CCA 175 Spark and Hadoop Developer - Curriculum.mp4 19.4 MB
184 635.9 KB
016 Run Spark Application and review default executors.mp4 19.3 MB
185 669.8 KB
007 Previewing Data in HDFS File.mp4 18.5 MB
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007 Read and Process data from Metastore Tables.mp4 18.5 MB
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007 Loading Data - Append and Overwrite.mp4 18.0 MB
188 29.4 KB
004 Overall Capacity of Big Data Cluster with Hadoop and Spark.mp4 17.9 MB
189 74.6 KB
006 Creating Partitioned Tables.mp4 17.8 MB
190 159.5 KB
016 Managing Single Node Hadoop.mp4 17.4 MB
191 605.1 KB
003 Setup EMR Cluster with Hadoop and Spark.mp4 17.1 MB
192 966.7 KB
002 Overview of Types of Spark Cluster Managers.mp4 17.0 MB
193 40.5 KB
009 Trimming Characters from Strings.mp4 16.9 MB
194 122.3 KB
011 Scripts to Manage Single Node Cluster.mp4 16.8 MB
195 177.6 KB
003 Passing Run Time Arguments.mp4 16.7 MB
196 279.2 KB
010 Filtering Window Function Results.mp4 16.7 MB
197 305.1 KB
007 Using LIKE Operator or like Function.mp4 16.5 MB
198 532.4 KB
004 Build the JSON with Application Properties.mp4 16.4 MB
199 617.7 KB
002 Creating Cloud9 Environment.mp4 16.3 MB
200 694.6 KB
011 Drop Tables and Databases.mp4 16.1 MB
201 873.9 KB
006 Setting up Data Sets for Basic IO Operations.mp4 16.1 MB
202 968.5 KB
004 Setup sshuttle on Mac or Linux.mp4 15.8 MB
203 242.5 KB
005 Loading Data Into Tables - Local.mp4 15.7 MB
204 300.2 KB
003 Creating Tables using Parquet.mp4 15.5 MB
205 460.8 KB
005 Explore APIs to process JSON Data using Pyspark.mp4 15.3 MB
206 713.5 KB
014 Solution - Get Daily Revenue rolled up till Yearly.mp4 15.3 MB
207 767.5 KB
009 Retrieve Metadata of Tables.mp4 15.2 MB
208 772.3 KB
002 Overview of Spark Documentation.mp4 15.2 MB
209 825.1 KB
012 Switch between Python Versions to run Spark Applications or launch Pyspark CLI.mp4 15.1 MB
210 898.1 KB
012 Install PyYAML into specific folder and build zip.mp4 15.0 MB
211 975.7 KB
008 Solution - Get Flight Count Per US State.mp4 14.9 MB
212 62.1 KB
013 Date and Time Extract Functions.mp4 14.9 MB
213 118.4 KB
005 Getting Started with Spark.mp4 14.8 MB
214 188.0 KB
003 Understanding airlines data.mp4 14.8 MB
215 251.1 KB
010 Solution - Get Origins without master data.mp4 14.7 MB
216 279.0 KB
007 Increase EBS Volume Size of Cloud9 Instance.mp4 14.5 MB
217 524.1 KB
008 Overview of submitting spark application using cluster deployment mode.mp4 14.4 MB
218 661.8 KB
004 Load vs. Insert.mp4 14.3 MB
219 675.5 KB
010 Getting HDFS Storage Usage.mp4 14.1 MB
220 893.5 KB
007 Adding Partitions to Tables.mp4 13.7 MB
221 264.9 KB
011 Conclusion - Final Solution.mp4 13.7 MB
222 331.1 KB
001 Introduction.mp4 13.7 MB
223 345.3 KB
007 Setup Sample Data.mp4 13.6 MB
224 378.1 KB
007 Solution - Get Flight Count Per US Airport.mp4 13.5 MB
225 464.7 KB
005 Common String Manipulation Functions.mp4 13.3 MB
226 746.7 KB
008 Creating External Tables.mp4 13.2 MB
227 820.6 KB
011 Solution - Get Count of Flights without master data.mp4 13.1 MB
228 953.3 KB
013 Solution - Get Daily Revenue.mp4 13.1 MB
229 958.9 KB
004 Adding Comments.mp4 12.9 MB
230 70.1 KB
011 Exercise - Partitioned Tables.mp4 12.9 MB
231 132.2 KB
009 Solution - Get Dormant US Airports.mp4 12.8 MB
232 196.0 KB
002 Create Dummy Data Frame.mp4 12.5 MB
233 496.7 KB
007 Data Type Conversion.mp4 12.3 MB
234 668.4 KB
012 Productionizing the Code.mp4 12.0 MB
235 1023.0 KB
009 Overview of Subqueries.mp4 12.0 MB
236 10.1 KB
013 Download and Install Spark 2.mp4 11.9 MB
237 110.1 KB
009 Inserting Data into Partitions.mp4 11.5 MB
238 481.2 KB
010 Date and Time Manipulation Functions.mp4 11.4 MB
239 589.5 KB
001 Signing up for GCP.mp4 11.4 MB
240 600.1 KB
001 Introduction.mp4 11.2 MB
241 787.0 KB
010 Steps to pass external Python Libraries using pyfiles.mp4 11.2 MB
242 840.4 KB
001 Setup SSH Proxy to access Spark Application logs - Introduction.mp4 11.1 MB
243 960.7 KB
013 Configure Tunnel to Gateway Node using PuTTY on Windows for SSH Proxy.mp4 11.0 MB
244 981.9 KB
004 Accessing OS Environment Variables.mp4 10.8 MB
245 171.6 KB
001 Getting Started with Cloud9.mp4 10.8 MB
246 210.4 KB
006 Refactor the Spark Application Code to use properties from JSON.mp4 10.6 MB
247 370.0 KB
003 Overview of Windowing Functions.mp4 10.6 MB
248 407.1 KB
005 Opening ports for Cloud9 Instance.mp4 10.6 MB
249 446.9 KB
002 Exploring Spark Catalog.mp4 10.5 MB
250 556.2 KB
018 Overview of performing tasks related to Spark Applications using Mac.mp4 10.1 MB
251 954.5 KB
012 Truncating Tables.mp4 9.0 MB
252 996.0 KB
002 Overview of Functions.mp4 9.0 MB
253 998.0 KB
003 Define Problem Statement.mp4 8.8 MB
254 247.1 KB
001 Introduction to Single Node Hadoop Cluster.mp4 8.7 MB
255 313.5 KB
012 Solution - Get Count of Flights per Airport without master data.mp4 8.6 MB
256 360.8 KB
003 Categories of Functions.mp4 8.3 MB
257 767.5 KB
008 Managing Spark Metastore Tables.mp4 8.2 MB
258 853.4 KB
001 Basic Transformations using Spark SQL - Introduction.mp4 8.0 MB
259 985.3 KB
001 Deploying and Monitoring Spark Applications - Introduction.mp4 7.9 MB
260 98.4 KB
007 Side effects of using SSH Proxy to access Spark Application Logs.mp4 7.9 MB
261 136.1 KB
004 Setup Password less login.mp4 7.7 MB
262 304.5 KB
003 Warming up with Cloud9 IDE.mp4 7.5 MB
263 510.3 KB
003 Setup Working Directory to pass application properties using JSON.mp4 7.1 MB
264 963.2 KB
001 Overview of Basic Transformations.mp4 6.9 MB
265 130.1 KB
002 Overview of GCP Web Console.mp4 6.8 MB
266 250.1 KB
023 Download and Install Spark 3.mp4 6.7 MB
267 283.3 KB
003 Download and Install Hive.mp4 6.6 MB
268 387.6 KB
001 Introduction.mp4 5.8 MB
269 241.9 KB
008 Steps to setup SSH Proxy on Windows to access Spark Application Logs.mp4 5.7 MB
270 267.8 KB
011 Using HDFS Stat Commands.mp4 5.6 MB
271 369.3 KB
001 Deployment Modes of Spark Applications - Introduction.mp4 5.5 MB
272 465.0 KB
014 Start and Validate YARN.mp4 5.2 MB
273 826.7 KB
004 Overview of EC2 related to Cloud9.mp4 5.0 MB
274 993.2 KB
001 Introduction to Windowing Functions.mp4 5.0 MB
275 17.8 KB
001 Getting Started - Overview.mp4 5.0 MB
276 29.8 KB
001 Introduction - Overview of Spark SQL Functions.mp4 4.6 MB
277 395.0 KB
014 Refactor the Spark Application Code to use properties from YAML.mp4 4.4 MB
278 592.2 KB
003 Problem Statements for Joins.mp4 4.0 MB
279 26.4 KB
011 Create required YAML File to externalize application properties.mp4 3.8 MB
280 248.6 KB
002 Introduction to Partitioning.mp4 3.7 MB
281 326.1 KB
012 Configure Hadoop YARN.mp4 3.6 MB
282 375.9 KB
004 Overview of Joins.mp4 2.9 MB
283 76.4 KB
010 Review Deployment Process of Spark Application.mp4 2.5 MB
284 515.5 KB
009 Setup PuTTY and PuTTYgen on Windows.mp4 2.0 MB

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