Summer School in Machine Learning with Python
- You'll learn how to program in Python.
- Use Python to solve interesting Linear Algebra, Calculus, Linear Programming, Assignment problems and Optimization problems.
- Visualising probability distributions that are widely used in statistics and data science.
- How to make good predictions and think conditionally.
- Learn how to approach the problem properly keeping in mind the objective and the constraints.
- Learn to read the documentation and solve problems independently.
- Using Python to run simulations and solve probability and Economics problems.
- You'll learn how to design experimental studies and collect and analyze data from those experiments.
- You'll learn how to perform Machine Learning tasks such as Linear and Logistic Regression, Neural Networks and Clustering.
Classes will be offered in a hybrid mode, allowing you to attend either online or in-person. The sessions will be conducted only on weekends so that it is feasible for most of you. The approach will be the problem-solving approach. It is a great opportunity to learn the above content in a fun and engaging way. College students (BA/MA/PhD), teachers, and professionals alike have an exceptional opportunity to take advantage of this offer. Upon satisfactory performance in the homework and final exam, you can earn the certificate of completion.
Apply here: https://www.econschool.in/apply/workshops
