Duration : 6 hours
32 Video Lessons
01. Hadoop Fundamentals For Data Scientists
0101 The Video Overview Profile Course
02. A Distributed Computing Environment
0201 The Motivation For Hadoop
0202 A Brief History Of Hadoop
0203 Understanding The Hadoop Architecture
0204 Setting Up A Pseudo-Distributed Environment
0205 The Distributed File System - HDFS
0206 Distributed Computing With MapReduce
0207 Count Word - The Hello World Of Hadoop
03. Computing With Hadoop
0301 How A MapReduce Job Works
0302 Mappers And Reducers Into Detail
0303 Working With Hadoop Via The Command Line - Starting HDFS And Yarn
0304 Working With Hadoop Via The Command Line - Loading Data Into HDFS
0305 Working With Hadoop Via The Command Line - Running A MapReduce Job
0306 How To Use Our Github Goodies
0307 Working Into Python With Hadoop Streaming
0308 Common MapReduce Tasks
0309 Spark on Hadoop 2
0310 Creating A Spark Application With Python
04. The Hadoop Ecosystem
0401 The Hadoop Ecosystem
0402 Data Warehousing With Hadoop
0403 Higher Order Data Flows
0404 Notable Projects Other
05. Working With Data On Hive
0501 Introduction To Hive
0502 Interacting With Data Via The Hive Console
0503 Creating Databases, Tables, And Schemas For Hive
0504 Loading Data Into Hive From HDFS
0505 And Performing Data Querying Aggregations With Hive
06. Towards Last Mile Computing
0601 Decomposing Large Data Sets To A Computational Space
0602 Linear Regressions
0603 Summarizing Documents With TF-IDF
0604 Classification Of Text
0605 Parallel Canopy Clustering
0606 Computing Recommendations Via Linear Log-Likelihoods
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This DVDs are only suitable for a PC/laptop/Mac; it WILL NOT play on a TV
This DVDs are only suitable for a PC/laptop/Mac; it WILL NOT play on a TV
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