Machine Learning Zoomcamp My Notes

My Notes and Homeworks for Machine Learning Engineering Zoomcamp by DataTalks.Club. (I take the course at self-paced mode.)

Learn Machine Learning Engineering in 4 months with MLZoomcamp by Alexey Grigorev and DataTalks Club.

Useful Links:

• 2023 - DataTalksClub/machine-learning-zoomcamp: The code from the Machine Learning Bookcamp book and a free course based on the book

• 2022 - mlbookcamp-code/course-zoomcamp at master · alexeygrigorev/mlbookcamp-code · GitHub

• Course Book

• Great Notes: GitHub - MemoonaTahira/MLZoomcamp2022: My repo for the Machine Learning Engineering bootcamp by DataTalks.Club

Syllabus Todo

Coursework Link	Notes	Homework	Done
1. Introduction to Machine Learning		Pandas Numpy Intro	✅
2. Machine Learning for Regression
3. Machine Learning for Classification
4. Evaluation Metrics for Classification
5. Deploying Machine Learning Models	05_deployment_notes.md	Deloyment Homework	✅
6. Decision Trees and Ensemble Learning
7. Production-Ready Machine Learning (Bento ML)
8. Neural Networks and Deep Learning
9. Serverless Deep Learning
10. Kubernetes and TensorFlow Serving
11. KServe (optional)