Books & Videos

Table of Contents

Chapter: Introduction

Welcome to the Course

04m 21s

About the Author

01m 8s

How To Access Your Working Files

01m 15s

Chapter: Creating Clusters on Amazon Web Services

Creating an AWS Launching Instance

09m 39s

Connecting to AWS Instance using SSH

06m 18s

Connecting to AWS Instance using PuTTY

08m 37s

Starting Spark Clusters Part 1

09m 1s

Starting Spark Clusters Part 2

09m 55s

Terminate Your Clusters

00m 58s

Chapter: Data and Modeling Basics

Data Basics

08m 33s

Modeling with Gaussian Generalized Linear Models

11m 19s

Modeling with Binomial Generalized Linear Models

09m 33s

Naive Bayes and K-Means Modeling

09m 14s

Chapter: Data Sources and Data Manipulation

Bigger Data and S3

07m 27s

Accessing S3 Spark Dataframes

04m 57s

SparkR Dataframe Operations

11m 1s


05m 16s

Chapter: Various

Brief Look at HDFS

10m 59s

Brief Look at Databricks Community Edition

08m 19s

Chapter: Conclusion

Wrap Up and Thank You

02m 2s