A Machine Learning Engineer uses data and algorithms to build intelligent systems. If you are new to machine learning, you need to work on beginner-level machine learning projects to understand how to use machine learning algorithms on datasets to solve problems. If you are looking for some Machine Learning projects with Python to practice Machine Learning concepts, this article is for you. In this article, I will take you through some amazing Machine Learning projects with Python you can work on as a beginner in Machine Learning.
Table of Contents
40+ Machine Learning Projects with Python
Classification:
- End to End Chatbot
- Loan Approval Prediction
- Text Emotions Classification
- Credit Score Classification
- Ads Click-Through Rate Prediction
- Consumer Complaint Classification
- Password Strength Checker
- Spam Comments Detection
- Online Food Order Prediction
- MNIST Digits Classification
- Online Payments Fraud Detection
- Classification with Neural Networks
- Language Detection
- News Classification
- Iris Flower Classification
- Sarcasm Detection
- Social Media Ads Classification
Regression:
- Dynamic Pricing Strategy
- Retail Price Optimization
- Food Delivery Time Prediction
- Diamond Price Prediction
- Salary Prediction
- House Rent Prediction
- Instagram Reach Prediction
- Student Marks Prediction
- Waiter Tips Prediction
- Cryptocurrency Price Prediction
- Stock Price Prediction
- Health Insurance Premium Prediction
Time Series:
- Netflix Subscriptions Forecasting
- Currency Exchange Rate Forecasting
- Instagram Reach Forecasting
- Time Series Forecasting with ARIMA
- Weather Forecasting
- Website Traffic Forecasting
- Business Forecasting
- Recommendation Systems:
- Music Recommendation System
- Hybrid Recommendation System
- News Recommendation System
Clustering:
- Credit Scoring & Segmentation
- App User Segmentation
- Credit Card Clustering
- Topic Modelling
- Clustering Music Genres
Summary
I hope this list of Machine Learning projects will help you improve your practical implementation of all the concepts of Machine Learning. This list will keep updating with more projects. Please feel free to ask valuable questions in the comments section below.