Python
- Data types
- Numbers
- Strings
- Printing
- Lists
- Dictionaries
- Booleans
- Tuples
- Sets
- Comparison Operators
- if, elif, else Statements
- for Loops
- while Loops
- range
- list comprehension
- functions
- lambda expressions
- map
- filter
- Read Files
Data analysis
- Numpy
- Pandas
Data visualization
- Matplotlib
- Seaborn
Machine learning in Spark
- Introduction of Machine Learning
- Dataset Definition
- Preprocessing Problems
- Classification
- Evaluation Methods
- Regression
- Clustering
- Association Rule Mining