Big Data Analytics Course Syllabus
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Syllabus for The Big Data Analytics Course
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Big Data Introduction
1
- Big data: definition and taxonomy
- Big data value for the enterprise
- Setting up the demo environment
- First steps with the Hadoop “ecosystem”
The Hadoop Ecosystem
2
- Introduction to Hadoop
- Hadoop components: MapReduce/Pig/Hive/HBase
- Loading data into Hadoop
- Handling files in Hadoop
- Getting data from Hadoop
Querying big data with Hive
3
- Introduction to the SQL Language
- From SQL to HiveQL
- Introduction to HIVE e HIVEQL
- Using Hive to query Hadoop files
Big Data & Machine learning
4
- Quick into to Machine learning
- Big Data & Machine Learning
- Machine learning tools
- Spark & SparkML
- H2O
- Azure ML
Big data & Machine learning
5
- Big Data & Machine Learning (continued)
- Next steps in the big data world
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