diff --git a/machine-learning/README.md b/machine-learning/README.md index abfc12bc9..ffa1ecd2b 100644 --- a/machine-learning/README.md +++ b/machine-learning/README.md @@ -30,6 +30,13 @@ This year the theme for DevClub Summer of Code is e-commerce! We will be buildin - Train Test Split - Error metrics - #### Resources: - See Assignment 1 + - Week 1 + 1. Google Colab Setup + 2. Kaggle Datasets + 3. Tutorial on Numpy and Pandas for Data Analysis and Manipulation + 4. Tutorials on Matplotlib for Data Visualisation + 5. Linear Regression (Multiple Variables) + 6. ML Playlist, contains algorithms like Linear Regression, Decision Trees, and Random Forest + 7. Evaluation metrics for regression: MAE vs MSE vs RMSE vs RMSLE - #### [Task](week1)