Welcome to the Data Science & Machine Learning Bootcamp repository! 🚀
This repo contains all the lessons, code examples, 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, assignments, and bonus sessions are available as unlisted videos on the Goobo Labs YouTube Channel. Follow them in order for the best learning experience. 🚀
| # | Title | Watch |
|---|---|---|
| 1 | Lesson One — Data Science | |
| 2 | Lesson Two — Introduction to Machine Learning | |
| 3 | Assignment One | |
| 4 | Lesson Three — Data Foundations | |
| 5 | September Revision — Data Foundations | |
| 6 | Assignment Two | |
| 7 | Lesson Four — Data Preprocessing Pipeline | |
| 8 | Assignment Three | |
| 9 | Lesson Five (Theory) — Regression | |
| 10 | Lesson Five (Practice) — Regression in Action | |
| 11 | Regression in Jupyter Notebook | |
| 12 | Assignment Four | |
| 13 | Lesson Six (Theory) — Classification | |
| 14 | Lesson Six (Practice) — Classification Data Processing | |
| 15 | Lesson Six (Practice) — Classification in Action | |
| 16 | Assignment Five | |
| 17 | Lesson Seven (Theory) — Clustering | |
| 18 | Lesson Seven (Practice) — Clustering in Action | |
| 19 | Assignment Six | 📝 Assignment |
| 20 | Lesson Eight — Deployment | |
| 21 | Final Project | |
| 22 | Bonus — Math for Data Science & Machine Learning | |
| 23 | Bonus — Introduction to Deep Learning | |
| 24 | Bonus — AI & Generative AI | |
| 25 | Bonus — AI Ethics & Responsible AI | |
| 26 | Bonus — Career Path in Machine Learning | |
| 27 | Bonus — Building a Strong Portfolio | |
| 28 | Bonus — Final Instructor Advice |
📘 Tip:
You can clone the repo, open Jupyter/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 Goobo Labs. 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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