Machine Learning Engineering Zoomcamp 2022

This repository contains my scripts, answers & solutions to the Machine Learning Zoomcamp 2022, a hands-on Machine Learning course, based on the Machine Learning Bookcamp book, by Alexey Grigorev.

You can find the homework solutions as scripts in this repository, as Deepnote Notebooks or in the Streamlit App.

Homeworks, Midterm, & Capstone Project

Progress:

ID	Module	Progress	Deadline	Solution
01	Introduction to Machine Learning	✅	12/09/2022	Introduction
02	Machine Learning for Regression	✅	19/09/2022	Regression
03	Machine Learning for Classification	✅	26/09/2022	Classification
04	Evaluation Metrics for Classification	✅	03/10/2022	Evaluation
05	Deploying Machine Learning Models	✅	10/10/2022	Deployment
06	Decision Trees and Ensemble Learning	✅	17/10/2022	Trees
07	BentoML	✅	24/10/2022	BentoML
7b	Midterm Project	✅	07/11/2022	MidTerm-Project
7b	Midterm Project Evaluation	✅	14/11/2022	MidTerm-Project
08	Neural Networks and Deep Learning	❌	21/11/2022	Deep Learning
09	Serverless Deep Learning	❌	28/11/2022	Serverless
10	Kubernetes and TensorFlow-Serving	❌	05/12/2022	Kubernetes
11	Kubeflow and KFServing	❌	12/12/2022	KubeFlow
12	Capstone Project	❌	19/12/2022	Capstone Project
12	Capstone Project Evaluation	❌	19/12/2022	Capstone Project
13	The third Project	❌	23/01/2022	3rd Project
13	The third Project Evaluation	❌	30/01/2022	3rd Project
14	Article	❌	30/01/2022	Article

Find the original repository here.