Hadoop for Data Science Tips, Tricks, & Techniques

Offered By: LinkedIn Learning

Tags

Hadoop Courses Data Science Courses Python Courses HDFS Courses

Course Description

Overview

Get up to speed with Hadoop. Learn tips and tricks for doing data science work in this popular big data platform.

Syllabus

Introduction

Welcome
What you should know
Exercise files
Environment setup

1. Working with Files

Organize files in HDFS
Upload files to HDFS
Move files in HDFS
Remove files in HDFS

2. Connecting to Hadoop

Explore Hive through Beeline
Access Hive from Python
Create aggregates in Hive
Select partitions in Hive

3. Complex Data Structures in Hive

Map data in Hive
Arrays in Hive
Structs in Hive
Create flat tables for Impala
Deconstruct Impala queries

Conclusion

Next steps

Taught by

Ben Sullins

Related Courses

Intro to Hadoop and MapReduce
Cloudera via Udacity Processing Big Data with Hadoop in Azure HDInsight
Microsoft via edX Implementing Real-Time Analytics with Hadoop in Azure HDInsight
Microsoft via edX Hadoop Platform and Application Framework
University of California, San Diego via Coursera Data Manipulation at Scale: Systems and Algorithms
University of Washington via Coursera