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Apache Spark 2 and 3 using Python 3 Formerly CCA 175

Torrent Info
Category Other
Added Saturday 1st July 2023 05:40:31 PM (3 years ago)
Size9.4 GB
Peers3 Peers (1 Seeders and 2 leechers) update
Downloaded131 times
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Torrent Files (898)
FilenameSize
009 Apache Spark - Framework.mp4200.3 MB
TutsNode.com.txt63 bytes
009 Apache Spark - Framework_it.vtt32.8 KB
010 Create Data Frames from Text Files_it.vtt21.4 KB
external-assets-links.txt146 bytes
005 Date Manipulation Functions_it.vtt20.5 KB
008 Develop Simple Application_it.vtt19.4 KB
007 Spark Data Structures - RDDs and Data Frames_it.vtt19.3 KB
013 Submit Spark Applications using SPARK_CONF_DIR with custom properties files_it.vtt18.1 KB
005 Quick Review of Spark APIs_it.vtt17.8 KB
010 Total Aggregations_it.vtt17.4 KB
004 Copying files from local to HDFS_it.vtt16.9 KB
004 Overview of EC2 related to Cloud9_it.vtt2.2 KB
014 Overview of Sorting Data Frames_it.vtt16.7 KB
002 Default Execution Master Type for Spark Applications_it.vtt16.1 KB
003 Managing HDFS Directories_it.vtt16.1 KB
009 Develop Word Count Application_it.vtt15.8 KB
003 Creating Metastore Tables using catalog_it.vtt15.7 KB
010 Changing Spark Application Log Level using custom log4j properties_it.vtt15.7 KB
007 Ranking using Windowing Functions_it.vtt15.4 KB
005 Boolean Operators_it.vtt15.0 KB
009 [Commands] Setup Jupyter Lab on Cloud9.html622 bytes
008 Setup Data Set for Word Count application_it.vtt14.9 KB
009 Aggregating Data_it.vtt14.9 KB
004 Running Spark Applications using Local Mode_it.vtt14.8 KB
009 Pass Application Properties to Spark Application using HDFS files_it.vtt14.8 KB
004 String Manipulation Functions_it.vtt14.7 KB
006 Left or Right Outer Join_it.vtt14.7 KB
002 Overview of Spark Read APIs_it.vtt14.7 KB
003 Launch Pyspark using local mode_it.vtt14.6 KB
008 Overview of Spark Write APIs_it.vtt14.6 KB
014 Submit Spark Applications using Properties File_it.vtt14.6 KB
007 Setup Jupyter Lab_it.vtt14.5 KB
004 Aggregations using Windowing Functions_it.vtt14.4 KB
006 Filtering Data_it.vtt14.0 KB
007 Basic IO operations and processing data using Collections_it.vtt13.9 KB
external-assets-links.txt859 bytes
002 Create Spark Metastore Tables_it.vtt13.9 KB
019 Validate Jupyter Lab Setup_it.vtt13.8 KB
005 Using LEAD or LAG_it.vtt13.8 KB
011 Configure Passwordless Login using PuTTYGen Keys on Windows_it.vtt13.7 KB
003 [Commands] - Setup Prerequisties.html474 bytes
006 Accessing Local Files using Spark CLI or Spark Applications_it.vtt13.5 KB
007 Managing Spark Metastore Databases_it.vtt13.3 KB
005 [Commands] - Setup Password less login.html950 bytes
008 Create Partitioned Tables_it.vtt13.3 KB
011 Using Spark SQL_it.vtt13.1 KB
007 [Commands] - Download and Install Hadoop.html1.1 KB
015 Detailed Validation of the Application_it.vtt13.1 KB
011 Aggregate data using groupBy_it.vtt12.9 KB
009 [Commands] - Configure Hadoop HDFS.html2.5 KB
014 Running the application using YARN_it.vtt12.9 KB
external-assets-links.txt1.8 KB
011 [Commands] - Start and Validate HDFS.html1.1 KB
002 Overview of Private and Public ips of servers in the cluster_it.vtt12.8 KB
012 Configure Hadoop YARN_it.vtt1.8 KB
013 [Commands] - Configure Hadoop YARN.html1.3 KB
017 Overview of Spark History Server UI_it.vtt12.6 KB
014 Start and Validate YARN_it.vtt2.9 KB
015 [Commands] - Start and Validate YARN.html645 bytes
012 HDFS File Permissions_it.vtt12.5 KB
006 Extracting Strings using substring_it.vtt12.5 KB
017 [Commands] - Managing Single Node Hadoop.html1.1 KB
004 Python Collections_it.vtt12.5 KB
004 Filtering Example using dates_it.vtt12.5 KB
002 [Commands] - Setup Data Sets for Practice.html1.1 KB
003 Overview of Data Types_it.vtt12.5 KB
015 Configure Spark 2_it.vtt12.4 KB
004 [Commands] - Download and Install Hive.html1.5 KB
005 Overview of Spark CLI Commands such as Pyspark_it.vtt12.4 KB
010 Quick Tour of PuTTY on Windows_it.vtt12.3 KB
006 [Commands] - Setup Database for Hive Metastore.html2.6 KB
014 Using to_date and to_timestamp_it.vtt12.2 KB
002 Analyze Datasets for Joins_it.vtt12.2 KB
008 [Commands] - Configure and Setup Hive Metastore.html2.0 KB
004 Overview of Spark SQL Properties_it.vtt12.1 KB
002 Review of Setup Steps for Spark Environment_it.vtt12.0 KB
010 [Commands] - Launch and Validate Hive.html694 bytes
008 Read data from files_it.vtt11.7 KB
017 Validate Spark 2 using CLIs_it.vtt11.6 KB
012 [Commands] - Scripts to Manage Single Node Cluster.html1.0 KB
005 Using Inner Joins_it.vtt11.6 KB
006 Overview of Numeric Functions_it.vtt11.6 KB
014 [Commands] - Download and Install Spark 2.html1.3 KB
003 Functions in Python_it.vtt11.5 KB
027 Validate Spark 3 using CLIs_it.vtt11.5 KB
016 [Commands] - Configure Spark 2.html2.1 KB
011 Exercise - Getting Started with Spark SQL_it.vtt11.4 KB
004 Provision Ubuntu VM from GCP_it.vtt11.4 KB
018 [Commands] - Validate Spark 2 using CLIs.html1.4 KB
005 Setup Docker_it.vtt11.3 KB
005 Understanding YARN Capacity of an Enterprise Cluster_it.vtt11.3 KB
020 [Commands] - Validate Jupyter Lab Setup.html1.0 KB
36816926-airport-codes-na.txt11.1 KB
005 Map Reduce operations on Python Collections_it.vtt11.1 KB
022 [Commands] - Integrate Spark 2 with Jupyter Lab.html1.9 KB
003 Basic Filtering of Data_it.vtt11.1 KB
023 Download and Install Spark 3_it.vtt2.7 KB
024 [Commands] - Download and Install Spark 3.html1.3 KB
015 Develop Shell Script to run Spark Application_it.vtt11.1 KB
016 Update Hosts file for worker nodes using private ips_it.vtt10.8 KB
026 [Commands] - Configure Spark 3.html2.3 KB
003 Overview of SSH Proxy_it.vtt10.8 KB
007 Extracting Strings using split_it.vtt10.8 KB
028 [Commands] - Validate Spark 3 using CLIs.html1.4 KB
002 Basic Programming Constructs_it.vtt10.7 KB
015 Solution - Problem 1 - Get Total Aggregations_it.vtt10.7 KB
030 [Commands] - Integrate Spark 3 with Jupyter Lab.html1.9 KB
008 Dealing with Nulls_it.vtt10.6 KB
012 Aggregate data using rollup_it.vtt10.6 KB
001 Overview of Predefined Functions in Spark_it.vtt10.5 KB
006 Getting File Metadata_it.vtt10.5 KB
005 Setup Database for Hive Metastore_it.vtt10.4 KB
008 Setup Jupyter Lab on Cloud9_it.vtt10.4 KB
012 Submit Spark Application using cluster mode with log level info_it.vtt10.4 KB
009 HDFS Replication Factor_it.vtt10.4 KB
007 Configure and Setup Hive Metastore_it.vtt10.3 KB
011 Validating Writing Data to Files_it.vtt10.3 KB
004 Inferring Schema for Tables_it.vtt10.3 KB
008 Joining Tables - Outer_it.vtt10.3 KB
015 Understanding Proxying Network Traffic overcoming Windows Caveats_it.vtt10.2 KB
018 Using CASE and WHEN_it.vtt10.2 KB
external-assets-links.txt931 bytes
010 Write data to files_it.vtt10.2 KB
001 Starting Spark Context - pyspark_it.vtt10.1 KB
010 Overview of File Formats_it.vtt9.9 KB
004 Apache Spark Official Documentation (Very Important)_it.vtt9.9 KB
008 Configure Hadoop HDFS_it.vtt9.9 KB
008 Pass Application Properties to Spark Application using local files in cluster mo_it.vtt9.9 KB
006 Overview of Data Frame APIs_it.vtt9.8 KB
003 Using ITVersity labs_it.vtt9.8 KB
005 Define Schema for Tables using StructType_it.vtt9.7 KB
008 Loading Data into Partitioned Tables_it.vtt9.7 KB
013 Aggregate data using cube.cmproj_it.vtt9.6 KB
009 Using CASE and WHEN_it.vtt9.6 KB
001 Overview of Spark Metastore_it.vtt9.6 KB
007 Joining Tables - Inner_it.vtt9.5 KB
014 Setup Proxy on Windows and validate using Microsoft Edge browser_it.vtt9.5 KB
001 Introduction and Setting up Python_it.vtt9.5 KB
006 Getting first and last values_it.vtt9.5 KB
002 Spark SQL - Overview_it.vtt9.5 KB
025 Configure Spark 3_it.vtt9.4 KB
005 Previewing Airlines Data_it.vtt9.3 KB
002 Steps to pass application properties using JSON_it.vtt9.2 KB
011 Using HDFS Stat Commands_it.vtt2.1 KB
006 Inserting into Existing Tables_it.vtt9.2 KB
013 Exercise - Managed Tables_it.vtt9.2 KB
004 Special Functions - col and lit_it.vtt9.2 KB
010 Query Example - Word Count_it.vtt9.2 KB
external-assets-links.txt1.4 KB
004 Inferring Schema_it.vtt9.1 KB
007 Pass Application Properties to Spark Application using local files in client mod_it.vtt9.0 KB
003 Setup EMR Cluster with Hadoop and Spark_it.vtt9.0 KB
010 Start and Validate HDFS_it.vtt9.0 KB
009 Process data using Spark APIs_it.vtt9.0 KB
008 Order of execution of SQL_it.vtt8.9 KB
016 Dealing with Unix Timestamp_it.vtt8.8 KB
015 Using date_format Function_it.vtt8.8 KB
021 Integrate Spark 2 with Jupyter Lab_it.vtt8.7 KB
017 Dealing with Nulls_it.vtt8.7 KB
001 Prepare Datasets for Joins_it.vtt8.7 KB
013 Overriding Properties_it.vtt8.5 KB
007 Previewing Data in HDFS File_it.vtt8.5 KB
001 CCA 175 Spark and Hadoop Developer - Curriculum_it.vtt8.5 KB
003 Overview of GCP Pricing_it.vtt8.5 KB
006 Using IN Operator or isin Function_it.vtt8.4 KB
[TGx]Downloaded from torrentgalaxy.to .txt585 bytes
003 Passing Run Time Arguments_it.vtt8.4 KB
007 Read and Process data from Metastore Tables_it.vtt8.3 KB
011 Create Data Frames from Hive Tables_it.vtt8.1 KB
017 Pass External Dependencies to Spark Application using HDFS files_it.vtt8.1 KB
011 Submit Spark Application using client mode with log level info_it.vtt8.0 KB
external-assets-links.txt2.1 KB
013 Explore APIs to process YAML Data using Pyspark_it.vtt7.9 KB
001 Getting Started - Overview_it.vtt2.7 KB
012 Using Date and Time Trunc Functions_it.vtt7.9 KB
013 Switch between Pyspark Versions to run Spark Applications or launch Pyspark CLI_it.vtt7.9 KB
003 Problem Statements for Joins_it.vtt2.5 KB
03 bytes
007 Basic IO operations and processing data using Collections.mp4184.8 MB
006 Loading Data Into Tables - HDFS_it.vtt7.9 KB
006 Create Function for Spark Session_it.vtt7.8 KB
010 Filtering Window Function Results_it.vtt7.8 KB
005 Copying files from HDFS to local_it.vtt7.7 KB
008 Padding Characters around Strings_it.vtt7.7 KB
009 Dealing with Nulls while Filtering_it.vtt7.7 KB
008 Using BETWEEN Operator_it.vtt7.7 KB
004 Overall Capacity of Big Data Cluster with Hadoop and Spark_it.vtt7.6 KB
002 Create Dummy Data Frame_it.vtt7.6 KB
015 Pass External Dependencies to Spark Application using local files in client mode_it.vtt7.6 KB
002 Getting Started with Pycharm_it.vtt7.6 KB
007 Using LIKE Operator or like Function_it.vtt7.6 KB
016 Pass External Dependencies to Spark Apps using local files in cluster mode_it.vtt7.6 KB
002 Setup Prerequisties_it.vtt7.5 KB
009 Saving as Partitioned Table_it.vtt7.5 KB
external-assets-links.txt1.5 KB
017 Access Spark Application logs using SSH Proxy_it.vtt7.4 KB
006 Spark Modules_it.vtt7.4 KB
009 Trimming Characters from Strings_it.vtt7.3 KB
009 Review the default logging while submitting Spark Applications_it.vtt7.3 KB
011 Date and Time Arithmetic_it.vtt7.3 KB
005 Proxy using sshuttle on Mac or Linux_it.vtt7.3 KB
009 Launch and Validate Hive_it.vtt7.2 KB
006 Accessing Spark Application logs via SSH Proxy using sshuttle on Mac or Linux_it.vtt7.1 KB
004 Prepare Tables_it.vtt6.9 KB
011 Scripts to Manage Single Node Cluster_it.vtt6.9 KB
012 Productionizing the Code_it.vtt6.9 KB
014 Solution - Get Daily Revenue rolled up till Yearly_it.vtt6.9 KB
007 Overview of Functions_it.vtt6.9 KB
002 Creating Cloud9 Environment_it.vtt6.8 KB
010 Creating Temporary Views_it.vtt6.7 KB
001 Setup Virtual Environment and Install Pyspark_it.vtt6.7 KB
001 Setup Data Sets for Practice_it.vtt6.7 KB
010 Role of Spark Metastore or Hive Metastore_it.vtt6.7 KB
009 Solution - Get Dormant US Airports_it.vtt5.2 KB
13 bytes
007 Spark Data Structures - RDDs and Data Frames.mp4133.3 MB
008 HDFS Block Size_it.vtt6.7 KB
external-assets-links.txt1.3 KB
001 Passing Application Properties Files and External Dependencies - Introduction_it.vtt6.7 KB
010 Solution - Get Origins without master data_it.vtt6.6 KB
012 Install PyYAML into specific folder and build zip_it.vtt6.6 KB
006 Overview of Hadoop HDFS and YARN Setup on Multi-node Cluster_it.vtt6.5 KB
006 Download and Install Hadoop_it.vtt6.5 KB
010 Sorting Data_it.vtt6.5 KB
010 Using Dynamic Partition Mode_it.vtt6.5 KB
011 Overview of Spark Submit Command_it.vtt6.4 KB
007 Solution - Get Flight Count Per US Airport_it.vtt6.4 KB
012 Switch between Python Versions to run Spark Applications or launch Pyspark CLI_it.vtt6.4 KB
005 Inserting Data using Stage Table_it.vtt6.3 KB
004 Accessing OS Environment Variables_it.vtt6.3 KB
016 Managing Single Node Hadoop_it.vtt6.3 KB
003 Validating Functions_it.vtt6.3 KB
005 Loading Data Into Tables - Local_it.vtt6.2 KB
010 Date and Time Manipulation Functions_it.vtt6.2 KB
007 Overview of Spark Setup on top of Hadoop_it.vtt6.2 KB
016 Run Spark Application and review default executors_it.vtt6.2 KB
002 Data Frames for basic transformations_it.vtt6.2 KB
003 Creating Tables using Parquet_it.vtt6.1 KB
010 Steps to pass external Python Libraries using pyfiles_it.vtt6.1 KB
016 Solution - Problem 2 - Get Total Aggregations By FlightDate_it.vtt6.1 KB
029 Intergrate Spark 3 with Jupyter Lab_it.vtt6.0 KB
012 Truncating Tables_it.vtt2.9 KB
013 Setting up Data for Production Validation_it.vtt6.0 KB
011 Conclusion - Final Solution_it.vtt6.0 KB
external-assets-links.txt1.6 KB
014 Review Spark Configuration Properties at Run Time_it.vtt6.0 KB
006 Associating Elastic IPs to Cloud9 Instance_it.vtt6.0 KB
003 Understanding airlines data_it.vtt6.0 KB
002 Introduction to Partitioning_it.vtt1.9 KB
013 Date and Time Extract Functions_it.vtt6.0 KB
004 Build the JSON with Application Properties_it.vtt5.9 KB
009 Managed Tables vs External Tables_it.vtt5.9 KB
008 Overview of submitting spark application using cluster deployment mode_it.vtt5.9 KB
007 Overview of submitting spark application using client deployment mode_it.vtt5.8 KB
005 Common String Manipulation Functions_it.vtt5.8 KB
012 Run Spark Application on Gateway Node using PuTTY_it.vtt5.7 KB
004 Load vs. Insert_it.vtt5.7 KB
003 Launching and using Spark SQL CLI_it.vtt5.7 KB
007 Data Type Conversion_it.vtt5.6 KB
004 Setup Password less login_it.vtt5.6 KB
009 Overview of Subqueries_it.vtt5.5 KB
011 Drop Tables and Databases_it.vtt5.5 KB
011 Solution - Get Count of Flights without master data_it.vtt5.5 KB
002 Listing HDFS Files_it.vtt5.4 KB
001 Getting help or usage_it.vtt5.4 KB
006 Understanding Warehouse Directory_it.vtt5.4 KB
013 Solution - Get Daily Revenue_it.vtt5.4 KB
external-assets-links.txt1.4 KB
007 Adding Partitions to Tables_it.vtt5.4 KB
001 Introduction - Overview of Spark SQL Functions_it.vtt2.5 KB
006 Validating Python_it.vtt5.4 KB
005 Projecting Data_it.vtt5.3 KB
003 Warming up with Cloud9 IDE_it.vtt5.2 KB
005 Explore APIs to process JSON Data using Pyspark_it.vtt5.0 KB
007 Increase EBS Volume Size of Cloud9 Instance_it.vtt5.0 KB
002 Prepare HR Database_it.vtt5.0 KB
013 Download and Install Spark 2_it.vtt5.0 KB
003 Define Problem Statement_it.vtt4.9 KB
003 Categories of Functions_it.vtt4.9 KB
011 Exercise - Partitioned Tables_it.vtt4.9 KB
013 Configure Tunnel to Gateway Node using PuTTY on Windows for SSH Proxy_it.vtt4.9 KB
002 Overview of Types of Spark Cluster Managers_it.vtt4.9 KB
001 Signing up for GCP_it.vtt4.8 KB
001 Setup SSH Proxy to access Spark Application logs - Introduction_it.vtt4.8 KB
001 Basic Transformations using Spark SQL - Introduction_it.vtt4.8 KB
005 Opening ports for Cloud9 Instance_it.vtt4.7 KB
001 Introduction_it.vtt4.7 KB
003 Overview of Windowing Functions_it.vtt4.6 KB
external-assets-links.txt1.2 KB
009 Inserting Data into Partitions_it.vtt4.5 KB
001 Introduction to Windowing Functions_it.vtt2.9 KB
018 Overview of performing tasks related to Spark Applications using Mac_it.vtt4.5 KB
008 Creating External Tables_it.vtt4.5 KB
005 Running OS Commands using Spark SQL_it.vtt4.5 KB
001 Getting Started with Cloud9_it.vtt4.4 KB
001 Introduction to Single Node Hadoop Cluster_it.vtt4.4 KB
006 Creating Partitioned Tables_it.vtt4.4 KB
008 Managing Spark Metastore Tables_it.vtt4.3 KB
006 Setting up Data Sets for Basic IO Operations_it.vtt4.3 KB
002 Exploring Spark Catalog_it.vtt4.1 KB
008 Solution - Get Flight Count Per US State_it.vtt4.1 KB
004 Setup sshuttle on Mac or Linux_it.vtt4.0 KB
001 Introduction_it.vtt4.0 KB
002 Overview of Functions_it.vtt3.9 KB
012 Solution - Get Count of Flights per Airport without master data_it.vtt3.9 KB
001 Deploying and Monitoring Spark Applications - Introduction_it.vtt3.8 KB
006 Refactor the Spark Application Code to use properties from JSON_it.vtt3.8 KB
005 Getting Started with Spark_it.vtt3.8 KB
002 Overview of Spark Documentation_it.vtt3.6 KB
external-assets-links.txt65 bytes
003 Setup Working Directory to pass application properties using JSON_it.vtt3.6 KB
007 Setup Sample Data_it.vtt3.5 KB
001 Overview of Basic Transformations_it.vtt3.4 KB
007 Loading Data - Append and Overwrite_it.vtt3.4 KB
001 Introduction_it.vtt3.3 KB
003 Download and Install Hive_it.vtt3.2 KB
010 Getting HDFS Storage Usage_it.vtt3.2 KB
002 Overview of GCP Web Console_it.vtt3.2 KB
004 Adding Comments_it.vtt3.2 KB
007 Side effects of using SSH Proxy to access Spark Application Logs_it.vtt3.2 KB
009 Retrieve Metadata of Tables_it.vtt3.1 KB
014 Refactor the Spark Application Code to use properties from YAML_it.vtt3.0 KB
010 Review Deployment Process of Spark Application_it.vtt2.7 KB
external-assets-links.txt2.7 KB
011 Create required YAML File to externalize application properties_it.vtt2.4 KB
external-assets-links.txt2.3 KB
001 Deployment Modes of Spark Applications - Introduction_it.vtt2.2 KB
external-assets-links.txt1.1 KB
008 Steps to setup SSH Proxy on Windows to access Spark Application Logs_it.vtt2.1 KB
004 Overview of Joins_it.vtt1.9 KB
external-assets-links.txt1.4 KB
2148.5 KB
010 Create Data Frames from Text Files.mp4126.9 MB
353.0 KB
008 Develop Simple Application.mp4110.8 MB
4216.5 KB
013 Submit Spark Applications using SPARK_CONF_DIR with custom properties files.mp4100.0 MB
58.7 KB
005 Quick Review of Spark APIs.mp497.3 MB
6714.2 KB
004 Copying files from local to HDFS.mp489.3 MB
7692.7 KB
003 Managing HDFS Directories.mp488.2 MB
8785.4 KB
005 Date Manipulation Functions.mp486.5 MB
9481.1 KB
010 Changing Spark Application Log Level using custom log4j properties.mp486.4 MB
10573.5 KB
009 Aggregating Data.mp485.6 MB
11375.2 KB
008 Setup Data Set for Word Count application.mp484.4 MB
12593.1 KB
009 Pass Application Properties to Spark Application using HDFS files.mp483.6 MB
13441.9 KB
002 Default Execution Master Type for Spark Applications.mp481.3 MB
14688.3 KB
014 Running the application using YARN.mp479.9 MB
1579.2 KB
005 Map Reduce operations on Python Collections.mp479.9 MB
16104.6 KB
004 Apache Spark Official Documentation (Very Important).mp479.5 MB
17472.8 KB
005 Using LEAD or LAG.mp477.4 MB
18574.6 KB
007 Setup Jupyter Lab.mp474.8 MB
19209.4 KB
004 Running Spark Applications using Local Mode.mp473.9 MB
2067.2 KB
007 Ranking using Windowing Functions.mp473.3 MB
21700.7 KB
014 Overview of Sorting Data Frames.mp472.2 MB
22781.1 KB
007 Managing Spark Metastore Databases.mp472.0 MB
2310.3 KB
005 Setup Docker.mp471.9 MB
2496.4 KB
006 Accessing Local Files using Spark CLI or Spark Applications.mp471.0 MB
2514.2 KB
004 Overview of Spark SQL Properties.mp470.9 MB
26145.6 KB
002 Overview of Spark Read APIs.mp469.1 MB
27880.0 KB
003 Launch Pyspark using local mode.mp468.8 MB
28191.0 KB
012 Submit Spark Application using cluster mode with log level info.mp468.5 MB
29474.9 KB
004 String Manipulation Functions.mp468.0 MB
301010.7 KB
002 Create Spark Metastore Tables.mp467.7 MB
31269.7 KB
015 Detailed Validation of the Application.mp467.7 MB
32272.6 KB
008 Loading Data into Partitioned Tables.mp466.6 MB
33437.5 KB
003 Overview of Data Types.mp466.2 MB
34779.3 KB
006 Getting File Metadata.mp465.2 MB
35825.4 KB
011 Submit Spark Application using client mode with log level info.mp464.3 MB
36673.7 KB
019 Validate Jupyter Lab Setup.mp464.3 MB
37748.5 KB
017 Validate Spark 2 using CLIs.mp463.4 MB
38593.6 KB
005 Overview of Spark CLI Commands such as Pyspark.mp463.0 MB
391009.3 KB
010 Total Aggregations.mp462.7 MB
40339.0 KB
006 Getting first and last values.mp461.5 MB
41491.8 KB
014 Submit Spark Applications using Properties File.mp460.7 MB
42307.7 KB
027 Validate Spark 3 using CLIs.mp459.9 MB
4392.4 KB
009 Develop Word Count Application.mp458.1 MB
44911.5 KB
004 Aggregations using Windowing Functions.mp457.5 MB
45518.8 KB
010 Overview of File Formats.mp457.4 MB
46595.7 KB
008 Overview of Spark Write APIs.mp457.1 MB
47891.1 KB
025 Configure Spark 3.mp456.6 MB
48359.0 KB
011 Exercise - Getting Started with Spark SQL.mp453.8 MB
49190.7 KB
006 Left or Right Outer Join.mp452.4 MB
50593.6 KB
002 Review of Setup Steps for Spark Environment.mp452.0 MB
51426 bytes
007 Configure and Setup Hive Metastore.mp451.1 MB
52919.9 KB
007 Pass Application Properties to Spark Application using local files in client mod.mp451.0 MB
531018.4 KB
004 Inferring Schema.mp450.7 MB
54280.9 KB
005 Boolean Operators.mp450.7 MB
55286.9 KB
008 Pass Application Properties to Spark Application using local files in cluster mo.mp450.5 MB
56527.0 KB
004 Provision Ubuntu VM from GCP.mp450.3 MB
57706.8 KB
009 HDFS Replication Factor.mp450.0 MB
581006.8 KB
012 HDFS File Permissions.mp449.7 MB
59306.9 KB
003 Creating Metastore Tables using catalog.mp449.7 MB
60328.7 KB
016 Update Hosts file for worker nodes using private ips.mp448.3 MB
61719.2 KB
002 Analyze Datasets for Joins.mp447.7 MB
62281.1 KB
015 Configure Spark 2.mp447.3 MB
63697.8 KB
002 Steps to pass application properties using JSON.mp446.9 MB
64139.3 KB
002 Basic Programming Constructs.mp446.8 MB
65187.1 KB
008 Create Partitioned Tables.mp446.5 MB
66493.6 KB
006 Loading Data Into Tables - HDFS.mp445.4 MB
67650.2 KB
009 Using CASE and WHEN.mp445.3 MB
68723.0 KB
008 Configure Hadoop HDFS.mp444.9 MB
6971.6 KB
003 Overview of SSH Proxy.mp444.9 MB
7074.3 KB
008 Joining Tables - Outer.mp442.8 MB
71240.8 KB
006 Extracting Strings using substring.mp442.6 MB
72423.2 KB
005 Define Schema for Tables using StructType.mp442.1 MB
73871.9 KB
010 Query Example - Word Count.mp441.5 MB
74517.3 KB
005 Previewing Airlines Data.mp441.3 MB
75719.2 KB
003 Using ITVersity labs.mp441.3 MB
76726.7 KB
011 Create Data Frames from Hive Tables.mp441.2 MB
77858.2 KB
009 Process data using Spark APIs.mp441.0 MB
781020.6 KB
002 Listing HDFS Files.mp440.9 MB
79109.2 KB
006 Spark Modules.mp440.6 MB
80421.8 KB
015 Solution - Problem 1 - Get Total Aggregations.mp440.5 MB
81543.2 KB
013 Setting up Data for Production Validation.mp440.1 MB
82891.1 KB
013 Overriding Properties.mp440.1 MB
83897.0 KB
010 Start and Validate HDFS.mp439.8 MB
84157.2 KB
008 Dealing with Nulls.mp439.6 MB
85450.9 KB
005 Using Inner Joins.mp439.5 MB
86480.4 KB
008 HDFS Block Size.mp439.1 MB
87888.9 KB
008 Setup Jupyter Lab on Cloud9.mp439.1 MB
88916.7 KB
013 Switch between Pyspark Versions to run Spark Applications or launch Pyspark CLI.mp438.8 MB
89228.0 KB
005 Copying files from HDFS to local.mp438.7 MB
90269.8 KB
006 Filtering Data.mp438.7 MB
91290.3 KB
015 Pass External Dependencies to Spark Application using local files in client mode.mp438.7 MB
92298.7 KB
005 Setup Database for Hive Metastore.mp438.2 MB
93773.1 KB
007 Extracting Strings using split.mp437.8 MB
94160.3 KB
012 Using Date and Time Trunc Functions.mp437.8 MB
95199.5 KB
006 Overview of Data Frame APIs.mp437.5 MB
96526.4 KB
016 Pass External Dependencies to Spark Apps using local files in cluster mode.mp437.5 MB
97537.2 KB
001 Starting Spark Context - pyspark.mp437.5 MB
98556.4 KB
002 Overview of Private and Public ips of servers in the cluster.mp437.1 MB
99876.7 KB
017 Pass External Dependencies to Spark Application using HDFS files.mp436.3 MB
100670.3 KB
008 Read data from files.mp436.0 MB
1011013.0 KB
006 Inserting into Existing Tables.mp435.5 MB
102465.8 KB
008 Order of execution of SQL.mp435.0 MB
10324.4 KB
009 Launch and Validate Hive.mp434.3 MB
104741.5 KB
004 Python Collections.mp434.3 MB
105747.3 KB
004 Special Functions - col and lit.mp434.0 MB
10625.7 KB
015 Understanding Proxying Network Traffic overcoming Windows Caveats.mp433.8 MB
107202.4 KB
001 Getting help or usage.mp433.2 MB
108774.4 KB
006 Validating Python.mp432.9 MB
109145.6 KB
003 Overview of GCP Pricing.mp432.3 MB
110718.4 KB
017 Dealing with Nulls.mp431.3 MB
111715.0 KB
014 Using to_date and to_timestamp.mp430.5 MB
112482.4 KB
017 Overview of Spark History Server UI.mp430.4 MB
113585.7 KB
007 Joining Tables - Inner.mp430.0 MB
1141013.5 KB
011 Overview of Spark Submit Command.mp429.9 MB
11590.5 KB
003 Validating Functions.mp429.8 MB
116205.0 KB
014 Review Spark Configuration Properties at Run Time.mp429.8 MB
117241.0 KB
002 Setup Prerequisties.mp429.7 MB
118316.7 KB
013 Exercise - Managed Tables.mp429.6 MB
119389.2 KB
006 Overview of Numeric Functions.mp429.3 MB
120666.8 KB
36340624-airtrafficdata.zip29.3 MB
121690.2 KB
006 Download and Install Hadoop.mp429.0 MB
12221.2 KB
009 Managed Tables vs External Tables.mp428.9 MB
12389.8 KB
011 Using Spark SQL.mp428.6 MB
124398.3 KB
008 Padding Characters around Strings.mp428.3 MB
125727.2 KB
006 Using IN Operator or isin Function.mp428.1 MB
126890.9 KB
005 Inserting Data using Stage Table.mp428.1 MB
127892.0 KB
011 Aggregate data using groupBy.mp427.9 MB
12883.5 KB
006 Overview of Hadoop HDFS and YARN Setup on Multi-node Cluster.mp427.8 MB
129155.8 KB
017 Access Spark Application logs using SSH Proxy.mp427.8 MB
130187.5 KB
013 Explore APIs to process YAML Data using Pyspark.mp427.8 MB
131222.5 KB
004 Prepare Tables.mp427.7 MB
132343.5 KB
014 Setup Proxy on Windows and validate using Microsoft Edge browser.mp427.7 MB
133346.5 KB
010 Role of Spark Metastore or Hive Metastore.mp427.4 MB
134624.7 KB
018 Using CASE and WHEN.mp427.3 MB
135721.7 KB
001 Introduction and Setting up Python.mp427.3 MB
136767.5 KB
005 Understanding YARN Capacity of an Enterprise Cluster.mp427.2 MB
137830.1 KB
010 Using Dynamic Partition Mode.mp427.2 MB
138857.3 KB
004 Filtering Example using dates.mp427.1 MB
139932.4 KB
006 Associating Elastic IPs to Cloud9 Instance.mp427.1 MB
140958.3 KB
003 Functions in Python.mp426.5 MB
141558.3 KB
009 Saving as Partitioned Table.mp426.3 MB
142695.2 KB
007 Overview of Spark Setup on top of Hadoop.mp426.1 MB
143881.2 KB
010 Sorting Data.mp425.9 MB
14459.5 KB
002 Getting Started with Pycharm.mp425.9 MB
14571.0 KB
004 Inferring Schema for Tables.mp425.9 MB
146113.3 KB
002 Data Frames for basic transformations.mp425.7 MB
147301.5 KB
007 Overview of Functions.mp425.5 MB
148468.1 KB
001 Setup Virtual Environment and Install Pyspark.mp425.5 MB
149558.6 KB
005 Proxy using sshuttle on Mac or Linux.mp425.2 MB
150791.5 KB
005 Running OS Commands using Spark SQL.mp425.2 MB
151794.3 KB
010 Creating Temporary Views.mp425.2 MB
152801.7 KB
008 Using BETWEEN Operator.mp425.0 MB
15332.2 KB
001 Overview of Predefined Functions in Spark.mp424.8 MB
154158.3 KB
011 Validating Writing Data to Files.mp424.7 MB
155275.8 KB
016 Solution - Problem 2 - Get Total Aggregations By FlightDate.mp424.5 MB
156526.0 KB
001 Overview of Spark Metastore.mp424.4 MB
157569.7 KB
006 Create Function for Spark Session.mp424.0 MB
1581004.3 KB
013 Aggregate data using cube.cmproj.mp423.9 MB
159130.2 KB
005 Projecting Data.mp423.6 MB
160457.3 KB
006 Understanding Warehouse Directory.mp423.4 MB
161632.7 KB
011 Configure Passwordless Login using PuTTYGen Keys on Windows.mp423.3 MB
162740.7 KB
003 Basic Filtering of Data.mp423.3 MB
163752.3 KB
016 Dealing with Unix Timestamp.mp423.0 MB
16443.2 KB
002 Spark SQL - Overview.mp422.6 MB
165453.5 KB
009 Review the default logging while submitting Spark Applications.mp422.4 MB
166661.5 KB
001 Passing Application Properties Files and External Dependencies - Introduction.mp422.3 MB
167748.4 KB
012 Run Spark Application on Gateway Node using PuTTY.mp422.1 MB
168886.8 KB
029 Intergrate Spark 3 with Jupyter Lab.mp421.9 MB
169106.4 KB
006 Accessing Spark Application logs via SSH Proxy using sshuttle on Mac or Linux.mp421.8 MB
170228.6 KB
003 Launching and using Spark SQL CLI.mp421.6 MB
171417.7 KB
021 Integrate Spark 2 with Jupyter Lab.mp421.6 MB
172418.9 KB
007 Overview of submitting spark application using client deployment mode.mp421.4 MB
173576.5 KB
010 Quick Tour of PuTTY on Windows.mp421.1 MB
174969.0 KB
011 Date and Time Arithmetic.mp420.9 MB
17557.6 KB
015 Develop Shell Script to run Spark Application.mp420.7 MB
176282.6 KB
001 Setup Data Sets for Practice.mp420.6 MB
177459.6 KB
001 Prepare Datasets for Joins.mp420.4 MB
178568.4 KB
012 Aggregate data using rollup.mp420.3 MB
179766.1 KB
010 Write data to files.mp420.2 MB
180803.4 KB
002 Prepare HR Database.mp420.2 MB
181852.5 KB
015 Using date_format Function.mp420.0 MB
18234.1 KB
009 Dealing with Nulls while Filtering.mp419.6 MB
183387.1 KB
001 CCA 175 Spark and Hadoop Developer - Curriculum.mp419.4 MB
184635.9 KB
016 Run Spark Application and review default executors.mp419.3 MB
185669.8 KB
007 Previewing Data in HDFS File.mp418.5 MB
186465.9 KB
007 Read and Process data from Metastore Tables.mp418.5 MB
187505.2 KB
007 Loading Data - Append and Overwrite.mp418.0 MB
18829.4 KB
004 Overall Capacity of Big Data Cluster with Hadoop and Spark.mp417.9 MB
18974.6 KB
006 Creating Partitioned Tables.mp417.8 MB
190159.5 KB
016 Managing Single Node Hadoop.mp417.4 MB
191605.1 KB
003 Setup EMR Cluster with Hadoop and Spark.mp417.1 MB
192966.7 KB
002 Overview of Types of Spark Cluster Managers.mp417.0 MB
19340.5 KB
009 Trimming Characters from Strings.mp416.9 MB
194122.3 KB
011 Scripts to Manage Single Node Cluster.mp416.8 MB
195177.6 KB
003 Passing Run Time Arguments.mp416.7 MB
196279.2 KB
010 Filtering Window Function Results.mp416.7 MB
197305.1 KB
007 Using LIKE Operator or like Function.mp416.5 MB
198532.4 KB
004 Build the JSON with Application Properties.mp416.4 MB
199617.7 KB
002 Creating Cloud9 Environment.mp416.3 MB
200694.6 KB
011 Drop Tables and Databases.mp416.1 MB
201873.9 KB
006 Setting up Data Sets for Basic IO Operations.mp416.1 MB
202968.5 KB
004 Setup sshuttle on Mac or Linux.mp415.8 MB
203242.5 KB
005 Loading Data Into Tables - Local.mp415.7 MB
204300.2 KB
003 Creating Tables using Parquet.mp415.5 MB
205460.8 KB
005 Explore APIs to process JSON Data using Pyspark.mp415.3 MB
206713.5 KB
014 Solution - Get Daily Revenue rolled up till Yearly.mp415.3 MB
207767.5 KB
009 Retrieve Metadata of Tables.mp415.2 MB
208772.3 KB
002 Overview of Spark Documentation.mp415.2 MB
209825.1 KB
012 Switch between Python Versions to run Spark Applications or launch Pyspark CLI.mp415.1 MB
210898.1 KB
012 Install PyYAML into specific folder and build zip.mp415.0 MB
211975.7 KB
008 Solution - Get Flight Count Per US State.mp414.9 MB
21262.1 KB
013 Date and Time Extract Functions.mp414.9 MB
213118.4 KB
005 Getting Started with Spark.mp414.8 MB
214188.0 KB
003 Understanding airlines data.mp414.8 MB
215251.1 KB
010 Solution - Get Origins without master data.mp414.7 MB
216279.0 KB
007 Increase EBS Volume Size of Cloud9 Instance.mp414.5 MB
217524.1 KB
008 Overview of submitting spark application using cluster deployment mode.mp414.4 MB
218661.8 KB
004 Load vs. Insert.mp414.3 MB
219675.5 KB
010 Getting HDFS Storage Usage.mp414.1 MB
220893.5 KB
007 Adding Partitions to Tables.mp413.7 MB
221264.9 KB
011 Conclusion - Final Solution.mp413.7 MB
222331.1 KB
001 Introduction.mp413.7 MB
223345.3 KB
007 Setup Sample Data.mp413.6 MB
224378.1 KB
007 Solution - Get Flight Count Per US Airport.mp413.5 MB
225464.7 KB
005 Common String Manipulation Functions.mp413.3 MB
226746.7 KB
008 Creating External Tables.mp413.2 MB
227820.6 KB
011 Solution - Get Count of Flights without master data.mp413.1 MB
228953.3 KB
013 Solution - Get Daily Revenue.mp413.1 MB
229958.9 KB
004 Adding Comments.mp412.9 MB
23070.1 KB
011 Exercise - Partitioned Tables.mp412.9 MB
231132.2 KB
009 Solution - Get Dormant US Airports.mp412.8 MB
232196.0 KB
002 Create Dummy Data Frame.mp412.5 MB
233496.7 KB
007 Data Type Conversion.mp412.3 MB
234668.4 KB
012 Productionizing the Code.mp412.0 MB
2351023.0 KB
009 Overview of Subqueries.mp412.0 MB
23610.1 KB
013 Download and Install Spark 2.mp411.9 MB
237110.1 KB
009 Inserting Data into Partitions.mp411.5 MB
238481.2 KB
010 Date and Time Manipulation Functions.mp411.4 MB
239589.5 KB
001 Signing up for GCP.mp411.4 MB
240600.1 KB
001 Introduction.mp411.2 MB
241787.0 KB
010 Steps to pass external Python Libraries using pyfiles.mp411.2 MB
242840.4 KB
001 Setup SSH Proxy to access Spark Application logs - Introduction.mp411.1 MB
243960.7 KB
013 Configure Tunnel to Gateway Node using PuTTY on Windows for SSH Proxy.mp411.0 MB
244981.9 KB
004 Accessing OS Environment Variables.mp410.8 MB
245171.6 KB
001 Getting Started with Cloud9.mp410.8 MB
246210.4 KB
006 Refactor the Spark Application Code to use properties from JSON.mp410.6 MB
247370.0 KB
003 Overview of Windowing Functions.mp410.6 MB
248407.1 KB
005 Opening ports for Cloud9 Instance.mp410.6 MB
249446.9 KB
002 Exploring Spark Catalog.mp410.5 MB
250556.2 KB
018 Overview of performing tasks related to Spark Applications using Mac.mp410.1 MB
251954.5 KB
012 Truncating Tables.mp49.0 MB
252996.0 KB
002 Overview of Functions.mp49.0 MB
253998.0 KB
003 Define Problem Statement.mp48.8 MB
254247.1 KB
001 Introduction to Single Node Hadoop Cluster.mp48.7 MB
255313.5 KB
012 Solution - Get Count of Flights per Airport without master data.mp48.6 MB
256360.8 KB
003 Categories of Functions.mp48.3 MB
257767.5 KB
008 Managing Spark Metastore Tables.mp48.2 MB
258853.4 KB
001 Basic Transformations using Spark SQL - Introduction.mp48.0 MB
259985.3 KB
001 Deploying and Monitoring Spark Applications - Introduction.mp47.9 MB
26098.4 KB
007 Side effects of using SSH Proxy to access Spark Application Logs.mp47.9 MB
261136.1 KB
004 Setup Password less login.mp47.7 MB
262304.5 KB
003 Warming up with Cloud9 IDE.mp47.5 MB
263510.3 KB
003 Setup Working Directory to pass application properties using JSON.mp47.1 MB
264963.2 KB
001 Overview of Basic Transformations.mp46.9 MB
265130.1 KB
002 Overview of GCP Web Console.mp46.8 MB
266250.1 KB
023 Download and Install Spark 3.mp46.7 MB
267283.3 KB
003 Download and Install Hive.mp46.6 MB
268387.6 KB
001 Introduction.mp45.8 MB
269241.9 KB
008 Steps to setup SSH Proxy on Windows to access Spark Application Logs.mp45.7 MB
270267.8 KB
011 Using HDFS Stat Commands.mp45.6 MB
271369.3 KB
001 Deployment Modes of Spark Applications - Introduction.mp45.5 MB
272465.0 KB
014 Start and Validate YARN.mp45.2 MB
273826.7 KB
004 Overview of EC2 related to Cloud9.mp45.0 MB
274993.2 KB
001 Introduction to Windowing Functions.mp45.0 MB
27517.8 KB
001 Getting Started - Overview.mp45.0 MB
27629.8 KB
001 Introduction - Overview of Spark SQL Functions.mp44.6 MB
277395.0 KB
014 Refactor the Spark Application Code to use properties from YAML.mp44.4 MB
278592.2 KB
003 Problem Statements for Joins.mp44.0 MB
27926.4 KB
011 Create required YAML File to externalize application properties.mp43.8 MB
280248.6 KB
002 Introduction to Partitioning.mp43.7 MB
281326.1 KB
012 Configure Hadoop YARN.mp43.6 MB
282375.9 KB
004 Overview of Joins.mp42.9 MB
28376.4 KB
010 Review Deployment Process of Spark Application.mp42.5 MB
284515.5 KB
009 Setup PuTTY and PuTTYgen on Windows.mp42.0 MB
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