README.md

Machine Learning Course Zoomcamp

This repositry contains all notebooks, notes, homeworks and the mid-term project I have done during the four-month long course Machine Learning Zoomcamp designed and instructed by Alexey Grigorev at DataTalks.club.

📖 CONTENTS (week wise)

WEEK	Dates	Link to Coursework	Dataset for Coursework	Link to my Notes	Link to Homework	Dataset for Homework	My Solution to Homework
WK 01	5-12 September 2022	Introduction to ML	NA	--	Homework 01	Car Features and Price	HW-01
WK 02	12-19 September 2022	Machine Learning for Regression	Car Features and Price	--	Homework 02	California Housing Prices	HW-02
WK 03	19-26 September 2022	Machine Learning for Classification	Telco Customer Churn	--	Homework 03	California Housing Prices	HW-03
WK 04	26 Sep-03 Oct 2022	Evaluation Metrics for Classification	Telco Customer Churn	--	Homework 04	Credit Card Data	HW-04
WK 05	03-10 October 2022	Deploying Machine Learning Models	Telco Customer Churn	--	Homework 05	Credit Card Data	HW-05
WK 06	10-17 October 2022	Decision Trees and Ensemble Learning	Credit Risk Scoring	--	Homework 06	California Housing Prices	HW-06
WK 07	17-24 October 2022	Production-Ready Machine Learning (Bento ML)	Credit Risk Scoring	--	Homework 07	Credit Risk Scoring	HW-07
WK 08-09	24 Oct-07 Nov 2022	Mid-term project	NA	NA	Mid-term project	Predict Term Deposit	My own Project
WK 10	07-14 November 2022	Mid-term project peer-review	Review 1	Review 2	review 3	NA	NA
WK 10-11	07-21 November 2022	Neural Networks and Deep Learning	Clothing Dataset(small)	--	Homework 08	Dino or Dragon	HW-08
WK 12	21-28 November 2022	Serverless Deep Learning	Clothing Dataset(small)	--	Homework 09	Dino or Dragon	HW-09
WK 13	28 Nov-05 Dec 2022	Kubernetes and TensorFlow Serving	Clothing Dataset(small)	--	Homework 10	Credit Risk Scoring	HW-10
WK 14-15	05-19 December 2022	Capstone Project	NA	NA	Capstone Project	kitchenware	My own Project
WK 16	19 Dec-09 Jan 2022	Capstone Project peer-review	Review 1	Review 2	Review 3	NA	NA

NA- Not Applicable