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