Master Big Data – Apache Spark/Hadoop/Sqoop/Hive/Flume/Mongo

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In-depth course on Big Data - Apache Spark , Hadoop , Sqoop , Flume & Apache Hive, MongoDB & Big Data Cluster setup

01 - Big Data Introduction

001 Course Intro

002 Big Data Intro

003 Understanding Big Data Ecosystem

02 - Environment Setup

001 GCP Cluster Fixes.html

002 Cluster Setup on Google Cloud

002 gcp-cluster.txt

002 resources.zip

002 retail-db.zip

003 Environment Update

03 - Hadoop And Yarn

001 HDFS and Hadoop Commands

002 Yarn Cluster Overview

04 - Sqoop Import

001 Sqoop Introduction

001 Sqoop-Commands.docx

001 Sqoop-Import-pdf.pdf

002 Managing Target Directories

002 Sqoop-Import.docx

003 Working with Parquet File Format

003 parquet-tools-1.10.0.zip

004 Working with Avro File Format

004 avro-tools-1.8.2.zip

005 Working with Different Compressions

006 Conditional Imports

007 Split-by and Boundary Queries

008 Field delimeters

009 Incremental Appends

010 Sqoop-Hive Cluster Fix.html

011 Sqoop Hive Import

012 Sqoop List TablesDatabase

013 Sqoop Import Practice1

013 Sqoop-Import-Practice.docx

013 Sqoop-Import-Practice-Sol.docx

014 Sqoop Import Practice2

05 - Sqoop Export

001 Export from Hdfs to Mysql

001 sqoop-export.zip

002 Export from Hive to Mysql

003 Export Avro Compressed to Mysql

004 Bonus Lecture Sqoop with Airflow

06 - Apache Flume

001 Flume Introduction And Architecture

001 flume-config-resources-20200505T024933Z-001.zip

002 Exec Source and Logger Sink

003 Moving data from Twitter to HDFS

004 Moving data from NetCat to HDFS

005 Flume Interceptors

006 Flume Interceptor Example

007 Flume Multi-Agent Flow

008 Flume Consolidation

07 - Apache Hive

001 Hive Introduction

001 Hive-pdf.pdf

002 Hive Database

002 Hive-Practice-pdf.pdf

003 Hive Managed Tables

004 Hive External Tables

005 Hive Inserts

006 Hive Analytics

007 Working with Parquet

008 Compressing Parquet

009 Working with Fixed File Format

010 Alter Command

011 Hive String Functions

012 Hive Date Functions

013 Hive Partitioning

014 Hive Bucketing

08 - Spark with Yarn And HDFS

001 What is Apache Spark

002 Understanding Cluster Manager (Yarn)

003 Understanding Distributed Storage (HDFS)

004 Running Spark on YarnHDFS

005 Understanding Deploy Modes

09 - GCS Cluster

001 Spark on GCS Cluster

10 - Spark Internals

001 Drivers And Executors

002 RDDs And Dataframes

003 Transformation And Actions

004 Wide And Narrow Transformations

005 Understanding Execution Plan

006 Different Plans by Driver

11 - Spark RDD Transformation And Actions

001 MapFlatMap Transformation

002 FilterIntersection

003 UnionDistinct Transformation

004 GroupByKey Group people based on Birthday months

005 ReduceByKey Total Number of students in each Subject

006 SortByKey Sort students based on their rollno

007 MapPartition MapPartitionWithIndex

008 Change number of Partitions

009 Join join email address based on customer name

010 Spark Actions

12 - Spark RDD Practice

001 Scala Tuples

001 spark-dataset-20200505T025156Z-001.zip

002 Filter Error Logs

003 Frequency of word in Text File

004 Population of each city

005 Orders placed by Customers

006 average rating of movie

13 - Spark Dataframes And Spark SQL

001 Dataframe Intro

001 Spark-Dataframe.pdf

001 dataframe-dataset-20200505T025651Z-001.zip

002 Dafaframe from Json Files

003 Dataframe from Parquet Files

004 Dataframe from CSV Files

005 Dataframe from Avro File

006 Working with XML

007 Working with Columns

008 Working with String

009 Working with Dates

010 Dataframe Filter API

011 DataFrame API Part1

012 DataFrame API Part2

013 Spark SQL

014 Working with Hive Tables in Spark

015 Datasets versus Dataframe

016 User Defined Functions (UDFS)

14 - Using Intellij IDE

001 Intellij Setup

002 Project Setup

003 Writing first Spark program on IDE

004 Understanding spark configuration

005 Adding ActionsTransformations

006 Understanding Execution Plan

15 - Running Spark on EMR (AWS Cloud)

001 EMR Cluster Overview

002 Cluster Setup

003 Setting Spark Code for EMR

004 Using Spark-submit

005 Running Spark on EMR Cluster

16 - Spark with Cassandra

001 Cassandra Course.html

002 Creating Spark RDD from Cassandra Table

003 Processing Cassandra data in Spark

004 Cassandra Rows to Case Class

005 Saving Spark RDD to Cassandra

17 - Getting Started with MongoDB

001 MongoDB Intro

001 mongo-commads3.docx

001 mongo-commands1.zip

001 movies.zip

002 MongoDB Usecase And Limitations

003 MongoDB Installation

18 - CRUD Operations

001 Find

002 Find With Filter

003 Insert

004 Update

005 Update Continues

006 Projections

007 Delete

19 - Working with Operators

001 In not in Operators

002 gte lte Operators

003 and or operators

004 regex operator

20 - MongoDB Compass

001 Working with GUI

21 - Advanced Mongo

001 ValidationSchema

002 Working with Indexes

22 - Spark with Mongo

001 Spark Mongo Integration.html

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تولید کننده: Udemy