50+ Machine Learning Projects with Python

A list of Machine Learning projects you can work on as a beginner in Machine Learning!

Aman Kharwal
2 min readJan 2, 2023

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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.

50+ Machine Learning Projects with Python

End to End:

  1. End to End Predictive Model
  2. End to End Chatbot

Classification:

  1. Google Search Queries Anomaly Detection
  2. Anomaly Detection in Transactions
  3. Loan Approval Prediction
  4. Text Emotions Classification
  5. Credit Score Classification
  6. Ads Click-Through Rate Prediction
  7. Consumer Complaint Classification
  8. Password Strength Checker
  9. Spam Comments Detection
  10. Online Food Order Prediction
  11. MNIST Digits Classification
  12. Online Payments Fraud Detection
  13. Classification with Neural Networks
  14. Language Detection
  15. News Classification
  16. Iris Flower Classification
  17. Sarcasm Detection
  18. Social Media Ads Classification

Regression:

  1. Dynamic Pricing Strategy
  2. Real Estate Price Prediction
  3. Retail Price Optimization
  4. Food Delivery Time Prediction
  5. Diamond Price Prediction
  6. Salary Prediction
  7. House Rent Prediction
  8. Instagram Reach Prediction
  9. Student Marks Prediction
  10. Waiter Tips Prediction
  11. Cryptocurrency Price Prediction
  12. Stock Price Prediction
  13. Health Insurance Premium Prediction

Deep Learning:

  1. Fashion Recommendations using Image Features
  2. Text Generation Model
  3. Next Word Prediction Model
  4. Classification with Neural Networks

Time Series:

  1. Ads CTR Forecasting
  2. Demand Forecasting & Inventory Optimization
  3. Netflix Subscriptions Forecasting
  4. Currency Exchange Rate Forecasting
  5. Instagram Reach Forecasting
  6. Time Series Forecasting with ARIMA
  7. Weather Forecasting
  8. Website Traffic Forecasting
  9. Business Forecasting

Recommendation Systems:

  1. Music Recommendation System
  2. Hybrid Recommendation System
  3. News Recommendation System
  4. Book Recommendation System

Clustering:

  1. Credit Scoring & Segmentation
  2. App User Segmentation
  3. Credit Card Clustering
  4. Topic Modelling
  5. 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.

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