Welcome to the Data Science & Machine Learning Bootcamp repository! 🚀
This repo contains all the lessons, code examples, assignments, and resources used during our one-month intensive bootcamp.
The program is designed to take participants from zero to hands-on projects, covering the full ML workflow:
- Collect Data
- Preprocess Data
- Split into Train/Test
- Choose Model
- Train Model
- Evaluate Model
- Deploy Model
Our mission is simple: Move from unreal to real, from unimaginable to imaginable — by practicing the entire DS/ML journey, step by step, in just one month.
All lessons and assignments are available as unlisted videos on the Somast YouTube channel (somastllc). Follow them in order for the full learning experience. 🚀
| # | Title | Watch |
|---|---|---|
| 1 | Lesson One — Introduction to Machine Learning (Zoom Lesson) | |
| 2 | Revision — Introduction to Machine Learning | |
| 3 | Assignment One — Introduction to Machine Learning | 📝 Assignment |
| 4 | Lesson Two — Data Foundations for Machine Learning | |
| 5 | Assignment Two — Data Foundations for Machine Learning | |
| 6 | Lesson Three — Data Processing In Action (Zoom Lesson) | |
| 7 | Assignment Three with Revision — Data Processing In Action | |
| 8 | Lesson Four — Regression (Zoom Lesson) | |
| 9 | Assignment Four — Regression | |
| 10 | Resource — Installing Anaconda | |
| 11 | Resource — Jupyter Notebook Setup | |
| 12 | Lesson Five — Regression In Action with Assignment | |
| 13 | Regression In Action (Jupyter Notebook) | |
| 14 | Lesson Six — Classification with Assignment | |
| 15 | Assignment Six — Classification | 📝 Assignment |
| 16 | Lesson Seven — Classification In Action | |
| 17 | Assignment Seven — Classification In Action | |
| 18 | Lesson Eight — Clustering | |
| 19 | Assignment Eight — Clustering | 📝 Assignment |
| 20 | Lesson Nine — Clustering In Action | |
| 21 | Assignment Nine — Clustering In Action | 📝 Assignment |
| 22 | Lesson Ten — Deployment | |
| 23 | Final Project | 📝 Project |
📘 Tip: You can clone the repo, open Jupyter Notebook or VS Code, and follow along while watching each lesson for hands-on learning.
This bootcamp is proudly hosted by:
Together, our goal is to empower the next generation of data scientists.
This bootcamp is fully sponsored by:
Copyright © 2026 Somast. This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
You are free to share and adapt this material for non-commercial purposes, as long as you give appropriate credit and distribute your contributions under the same license. See LICENSE for the full legal text.
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