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

Regression:

  1. Dynamic Pricing Strategy
  2. Real Estate Price Prediction
  3. Retail Price Optimization
  4. Compare Multiple Predictive Models
  5. Food Delivery Time Prediction
  6. Diamond Price Prediction
  7. Salary Prediction
  8. House Rent Prediction
  9. Instagram Reach Prediction
  10. Student Marks Prediction
  11. Waiter Tips Prediction
  12. Cryptocurrency Price Prediction
  13. Stock Price Prediction
  14. 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. Multivariate Time Series Forecasting
  3. Demand Forecasting & Inventory Optimization
  4. Netflix Subscriptions Forecasting
  5. Currency Exchange Rate Forecasting
  6. Instagram Reach Forecasting
  7. Time Series Forecasting with ARIMA
  8. Weather Forecasting
  9. Website Traffic Forecasting
  10. Business Forecasting

Recommendation Systems:

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

Clustering:

  1. User Profiling and Segmentation
  2. Credit Scoring & Segmentation
  3. App User Segmentation
  4. Credit Card Clustering
  5. Topic Modelling
  6. 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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