Setup
- Installation Setup and Overview
- IDEs and Course Resources
- iPython/Jupyter Notebook Overview
Learning Numpy
- Intro to numpy
- Creating arrays
- Using arrays and scalars
- Indexing Arrays
- Array Transposition
- Universal Array Function
- Array Processing
- Array Input and Output
Intro to Pandas
- Series
- DataFrames
- Index objects
- Reindex
- Drop Entry
- Selecting Entries
- Data Alignment
- Rank and Sort
- Summary Statistics
- Missing Data
- Index Hierarchy
Working with Data: Part 1
Working with Data: Part 2
Data Visualization
Example Projects.
Machine Learning - Intro
Decision Trees and Random Forests
Natural Language Processing Part
Learn Python
₹10,000.00Price
