001 Welcome! (103.92 MB)
002 How to Make the Best out of This Course (13.37 MB)
003 Scala Recap (126.27 MB)
004 Spark First Principles (47.39 MB)
001 DataFrames Basics (198.25 MB)
002 DataFrames Basics Exercises (51.44 MB)
003 How DataFrames Work (14.3 MB)
004 Data Sources (101.11 MB)
005 Data Sources, Part 2 + Exercises (78.29 MB)
006 DataFrames Columns & Expressions (152.36 MB)
007 Columns & Expressions Exercise (168.27 MB)
008 DataFrame Aggregations (241.82 MB)
009 DataFrame Joins (160.76 MB)
010 DataFrame Joins Exercise (141.55 MB)
001 Working with Common Spark Data Types (206.1 MB)
002 Working with Complex Spark Data Types (200.89 MB)
003 Managing Nulls in Data (114.46 MB)
004 Type-Safe Data Processing Datasets (208.72 MB)
005 Datasets, Part 2 + Exercise (146.5 MB)
001 Spark as a Database with Spark SQL Shell (74.21 MB)
002 Spark SQL (124.05 MB)
003 Spark SQL Exercises (135.28 MB)
001 RDDs (90.33 MB)
002 RDDs, Part 2 + Exercise (207.26 MB)
001 You Rock! (1.21 MB)