Books & Videos

Table of Contents

Chapter: Introduction

Course Introduction

04m 21s

About The Author

04m 14s

What Is Big Data

11m 6s

Historical Approaches

07m 4s

Modern-Day Approach

12m 42s

What Is Hadoop

11m 5s

Hadoop Core Vs Ecosystem

05m 3s

Hadoopable Problems

06m 37s

How To Access Your Working Files

01m 15s

Chapter: Hadoop Basics

HDFS And Yarn

08m 14s

Hive And Pig Interface Introduction

05m 59s

Introduction To Spark

04m 36s

Hadoop In The Cloud (Amazon Web Services Intro)

08m 49s

Installing Hadoop Into EMR Part - 1

15m 31s

Installing Hadoop Into EMR Part - 2

15m 33s

Installing Cloudera Quickstart VM

11m 1s

Web GUIs

11m 6s

Chapter: Hadoop Distributed Filesystem (HDFS)

HDFS Architecture

10m 5s

HDFS File Write Walkthrough

17m 57s

Secondary Name Node

06m 38s

Basic HDFS Commands

09m 23s

Using HDFS Commands Part - 1

07m 34s

Using HDFS Commands Part - 2

09m 27s

HA And Federation Basics

12m 47s

HDFS Access Controls (Or Lack Thereof)

09m 34s

Chapter: Yarn

Yarn Purpose

06m 15s

Yarn Architecture

07m 24s

Yarn With Spark

06m 43s

Chapter: MapReduce

MapReduce Explained

11m 51s

MapReduce Architecture

07m 36s

MapReduce Code Walkthrough

11m 59s

MapReduce Details Walkthrough

04m 45s

Running MapReduce Job

08m 59s

Chapter: HDFS Data Import And Export

Import/Export Options

11m 12s

Flume Introduction

10m 53s

Using Flume

13m 42s

Sqoop Introduction

09m 25s

Using Sqoop

17m 0s

HDFS Interaction Tools

06m 0s

Oozie Introduction

10m 17s

Chapter: Spark Basics

Spark Value Propositions

08m 30s

Spark Run Modes (Yarn, Standalone, Mesos)

07m 33s

RDDs And Dataframes

17m 23s

Hands On Spark Part - 1

08m 11s

Hands On Spark Part - 2

10m 37s

Running Spark Part - 1

09m 57s

Running Spark Part - 2

13m 55s

Optimizing And Debugging Spark

18m 16s

Spark Libraries Overview

09m 5s

Chapter: Spark Built-In Libraries

Spark SQL

09m 1s

Spark SQL Usage

12m 2s

MLlib Basics

15m 30s

Common MLlib Usage Part - 1

15m 2s

Common MLlib Usage Part - 2

08m 23s

Spark Streaming

12m 42s


09m 57s

Chapter: Hive And Pig

Hive Vs Pig

09m 53s

Hive Basics

11m 53s

Analysis With Hive

10m 54s

Pig Basics

14m 38s

ETL And Analytics With Pig

20m 16s

Chapter: Hadoop In The Cloud

Hadoop/Cloud Use Cases

05m 15s

Elastic MapReduce (EMR)

12m 46s

Chapter: Ecosystem

HBase Basics

11m 15s

Enterprise Integration

10m 38s

Chapter: Wrap Up

Wrap Up

03m 41s