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| Item Details | Price | ||
|---|---|---|---|
Introduction to Big Data & Hadoop Ecosystem
Language: English
Instructors: Blismos Academy
$5
Course Curriculum
| Introduction | |||
| Introduction to Big Data | |||
| The Fundamentals | |||
| Data VS Information | |||
| Data Storage and Processing | |||
| Data Sources | |||
| Big Data Introduction | |||
| Fundamentals Assessment | |||
| The Foundations of Big Data | |||
| 2.1 Emergence of Big Data | |||
| Emergence of Big Data | |||
| Basic Terminologies | |||
| Foundations Assessment 1 | |||
| 2.2 Central Theme of Big Data | |||
| Central Theme of Big Data | |||
| Requirements of Programming Model | |||
| Understand Distributed Processing through a Story | |||
| Foundations Assessment 2 | |||
| Environment and Installations | |||
| OracleVMInstallation | |||
| 1Oracle_VM_Installation_1 | |||
| Google Cloud Platform Setup | |||
| How to install Ubuntu operating system on Virtual box | |||
| Google Cloud Platform Setup | |||
| Hadoop Ecosystem | |||
| 3.1 Introduction to Hadoop Ecosystem | |||
| Introduction to Hadoop Ecosystem | |||
| Hadoop Ecosystem Assessment 1 | |||
| 3.2 Hadoop Distributed File System | |||
| What is HDFS? | |||
| Nodes in HDFS | |||
| HDFS Assessment1 | |||
| Storing File in HDFS | |||
| Reading File from HDFS | |||
| HDFS Assessment2 | |||
| Challenges in Distributed Systems | |||
| Managing the Data Node Failure | |||
| HDFS Assessment3 | |||
| Managing Name Node Failure | |||
| HDFS Commands Part 1 | |||
| HDFS Commands Part2 | |||
| HDFS Assessment 4 | |||
| 3.3 Map Reduce | |||
| Introduction to Map Reduce | |||
| Map Reduce Flow Example 1 | |||
| Map Reduce Implementation | |||
| Map Reduce Example 2 - User View Count | |||
| Map Reduce Mappers and Reducers | |||
| MapReduce Assessment 1 | |||
| Shuffle-Sort-Partitions | |||
| Map Reduce Combiners | |||
| Combiner with Caution | |||
| Map Reduce Wrap Up | |||
| MapReduce Assessment 2 | |||
| What Next? | |||
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