This course is offered by Analytics Vidhya. It is a year-long course which takes from beginner level to advance in a year. A practical approach with essential theory.
In the month of January, I learned the following content:
- Python for Data Science
- Overview of Statistics
- Important Application of Statistics
- Descriptive Statistics
- Design Experiments
- Visualizing Data
- Central Tendency
- Variability
- Unimodal & Bimodal distribution of data
- Normal Distribution
- Z-Score
- NumPy
- Pandas
In Progress.
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
Please make sure to update tests as appropriate.