Data Science and Statistics Workshop
Date and Venue
Date: 15 September 2021 (Wednesday)
Time: 11:00 AM onwards
Mode: Online
Key Points that are going to be covered
- What is Data Science? Why is it relevant today?
- Basics of Python (Zen of Python, Modules, Arithmetic, Functions, Strings, Lists, Tuples, Dictionaries, Control Flow)
- Linear Algebra - Vectors and Matrices
- Statistics - Correlation, Curve Fitting
- Obtaining Data - Reading files, Web Scraping and querying APIs
- Visualizing Data using Matplotlib
- Cleaning, formatting, exploring, transforming data
- What to do after Data Science? - Machine Learning, kNN, Regression (linear and logistic), Gradient Descent, Neural Networks
- Real world Data Science applications
- What to learn next - Numpy, Pandas, scikit-learn, seaborn, R
Workshop Hosts
| S. No. | Mentor Name | Email ID |
|---|---|---|
| 1. | Amanullah Asad | amanullah1707@gmail.com |
| 2. | Shubham Singh | shubha65_soe@jnu.ac.in |