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bhasarma / mlcoursezoom-camp

This repository contains notebooks, homework, projects and notes done during Machine Learning Zoomcamp course.

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deep-learningmachine-learning

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.

đź“– 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

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This repository contains notebooks, homework, projects and notes done during Machine Learning Zoomcamp course.

deep-learningmachine-learning

License:MIT License

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