50+ AI & ML Projects with Python

An AWS report showed that 80% of AI & ML professionals gain the most practical insights from solving real-world projects. If you are aiming for a career in Artificial Intelligence and Machine Learning, it’s important to work on projects to prepare yourself for solving real-world problems. So, in this article, I’ll take you through a list of 50+ AI & ML projects solved & explained with Python that you should try.

50+ AI & ML Projects

Below is a list of 50+ AI & ML projects solved & explained with Python that you should try.

Predictive Modelling

1. MLOps Pipeline using Apache Airflow
2. End-to-End Predictive Model
3. Compare Multiple Predictive Models
4. Packaging ML Models
5. Dynamic Pricing Strategy
6. Music Popularity Prediction
7. House Rent Prediction
8. Loan Approval Prediction
9. Retail Price Optimization
10. Food Delivery Time Prediction
11. Real Estate Price Prediction
12. Salary Prediction
13. Diamond Price Prediction

Classification

1. Classification on Imbalanced Data
2. Google Search Queries Anomaly Detection
3. Text Emotions Classification
4. Credit Score Classification
5. Ads Click-Through Rate Prediction
6. Consumer Complaint Classification
7. Anomaly Detection in Transactions
8. Classification with Neural Networks

Segmentation and Clustering

1. User Profiling and Segmentation
2. Credit Scoring & Segmentation
3. App User Segmentation
4. Credit Card Clustering
5. Clustering Music Genres

NLP & LLMs

1. End-to-End Chatbot
2. Topic Modelling
3. Text Generation Model
4. Music Recommendation System
5. YouTube Video Chaptering
6. Text Completion using Fine-tuning LLMs
7. Text Summarization Model with LLMs
8. Document Analysis using LLMs
9. Text Generation with LLMs

Generative AI & Deep Learning

1. Fashion Recommendations using Image Features
2. Next Word Prediction Model
3. Generative AI Model From Scratch
4. Synthetic Data Generation
5. Code Generation Model with LLMs

Time Series Forecasting

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

Summary

So, if you are aiming for a career in Artificial Intelligence and Machine Learning, this list of 50+ AI & ML projects will help you prepare yourself by solving real-world problems. I hope you liked this article on a list of 50+ AI & ML projects solved & explained with Python. Feel free to ask valuable questions in the comments section below. You can follow me on Instagram for many more resources.