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Classroom Contents
Scala - The Unpredicted Lingua Franca for Data Science
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- 1 Intro
- 2 Counting Words
- 3 Plotting Words
- 4 Functional Programming
- 5 Functional Methods
- 6 Map
- 7 Spark
- 8 Scala Interpreter
- 9 Scala Records
- 10 Python vs Scala
- 11 Pattern Matching
- 12 Pattern Management
- 13 Prime Numbers
- 14 Pattern Match Expressions
- 15 Home Requests
- 16 Case Classes
- 17 Spark Example
- 18 Other Languages
- 19 Statically typed
- 20 Record type
- 21 Type signature
- 22 Dynamically type
- 23 Java vs Scala
- 24 Scala Python API
- 25 Using the sequel context
- 26 Using the sequel API
- 27 DataFrames API
- 28 Time
- 29 Recursion
- 30 Data Libraries
- 31 Garbage Collection
- 32 Dataframe API
- 33 Spark to
- 34 Good abstractions
- 35 Problems with Scala
