What Does This Course Include?
a. 33 Hours of Video Tutorials
b. 11 Presentations
c. 11 Quizzes & Assignments
e. Lifetime: Learning Management System Access (will include a. to d above)
Why Is This Course By KnowBigData Different?
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Apache Spark - We have included Apache Spark to keep our course-takers up to date with the latest in Big Data.
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Simple, Easy Explanations - We believe in keeping things simple with use of every day examples that course takers can easily relate to.
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Hands on workshops
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Quizzes & Assignments
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Lifetime access to course content including recordings, presentations
Course Content Description:
|
Module |
Module Name |
What is covered: |
|
Module I |
Big Data Introduction, Hadoop Architecture |
What/why of Big Data? Why Now? Examples Customers What is Hadoop? Components Hadoop HDFS Architecture NameNode Secondary NameNode Job Tracker File Read/Write Replication & Rack Awareness Further Reading/Assignment" |
|
Module II |
Architecture Recap, CloudLabs Overview, Installation |
Recap Cluster Overview Using Ambari Hue Using HDFS, Hive, Pig, Oozie From Web From Command Thinking in Map/Reduce Frequency Problem Solution 1 - Coding Solution 2 - SQL Solution 3 - Unix Pipes Solution 4 - External Sort Map/Reduce Overview Visualisation Analogies to groupby |
|
Module III |
MapReduce Framework |
Streaming Job Description Visualization Hands ON Discusion on Problems Limitations Testing |
|
Module IV |
Advance MapReduce, Testing |
Map Reduce in Java Testing Map Reduce in Java Map Reduce Adv. Concepts Input Splits Data Locality Optimization) Records Multiple Reducers Combiners Partitioner Network Topology - Rack Awareness |
|
Module V |
Pig and Pig Latin |
"Introduction Databases & Tables Basics Limitations Managed, External, Paritioned Tables Modules Chart Alter Table Word Count Example |
|
Module VI |
Pig Latin cont., Hive Basics, Advance Hive |
Load Getting Started Simple Select Statements Hive Prompt Aggregations Data Types Demo |
|
Module VII |
NoSQL Databases, Hbase and Advance Hbase |
What & Why NoSQL? Type of NoSQL NoSQL vs RDBMS CAP Theorem Column Oriented? HBASE Architecture Region Server Bloom Filter Quick Demo |
|
Module VIII |
ZooKeeper |
ZooKeeper Design Goals Data Models APIs ACLs Architecture |
|
Module IX |
Apache Flume, Apache Sqoop, Oozie, Mahout |
What is Sqoop? Connectors Import Export Flume Oozie Workflow Actions Mahout Machine Learning - Types, Applications, Tools |
|
Module X |
Apache Spark |
Apache Spark Concepts Transformations Actions Shared Memory Streaming |
|
Module XI |
Mahout Examples, Comparisions of Technologies and No SQLs |
Mahout Examples, Comparisions of Technologies and No SQLs |
Job Prospects after taking this Big Data & Hadoop Online Course:
Big Data & Hadoop jobs are one of the most common niche-skilled roles that employers are looking for. However, since there are many more jobs in the market than people with this skill, this is increasing salaries for this skill across the board. The different job options for people with this skill: Hadoop Developer, Hadoop Admin, Hadoop Database Administrator, Data Scientist, etc
We put our course-takers in touch with corporates that are looking for people with such skills based on the availability of such jobs.
