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Lesson 01 - Course Introduction
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Lesson 02 - Introduction to Big Data and Hadoop
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Lesson 03 - Hadoop Architecture, Distributed Storage (HDFS): The Storage Layer
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Lesson 04 - Distributed Processing - MapReduce Framework
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Lesson 05 - MapReduce Advanced Concepts
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Lesson 06 - Apache Hive
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Lesson 07 - Apache Pig
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Lesson 08 - NoSQL Databases - HBase
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Lesson 09 - Data Ingestion into Big Data Systems and ETL
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Lesson 10 - YARN Introduction
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Lesson 11 - Introduction to Python for Apache Spark
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Lesson 12 - Functions
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Lesson 13 - Big Data and the Need for Spark
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Lesson 14 - Deep Dive into Apache Spark Framework
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Lesson 15 - Working with Spark RDD's
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Lesson 16 - Spark SQL and Data Frames
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Lesson 17 - Machine Learning using Spark ML
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Lesson 18 - Stream Processing Frameworks and Spark Streaming
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Lesson 19 - Spark Structured Streaming
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Lesson 20 - Spark GraphX