Machine Learning Guided Projects with Python

If you are learning Machine Learning, one of the best strategies you can follow is to work on projects based on the concepts you are learning. It will help you master every concept theoretically and practically. So, if you are looking for projects you should try, this article is for you. In this article, I’ll take you through a list of guided Machine Learning projects with Python.

Machine Learning Guided Projects with Python

Below is a list of Machine Learning guided projects with Python you should try.

Regression:

1. End-to-End Predictive Model
2. Dynamic Pricing Strategy
3. Music Popularity Prediction
4. Real Estate Price Prediction
5. Retail Price Optimization
6. Compare Multiple Predictive Models
7. Food Delivery Time Prediction
8. Diamond Price Prediction
9. Salary Prediction
10. House Rent Prediction

Classification:

1. Packaging a Machine Learning Model
2. Classification on Imbalanced Data
3. Google Search Queries Anomaly Detection
4. Anomaly Detection in Transactions
5. Loan Approval Prediction
6. Classification with Neural Networks
7. Text Emotions Classification
8. Credit Score Classification
9. Ads Click-Through Rate Prediction
10. Consumer Complaint Classification

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

Deep Learning and NLP:

1. Music Recommendation System
2. Fashion Recommendations using Image Features
3. End-to-End Chatbot
4. YouTube Video Chaptering
5. Text Generation Model
6. Next Word Prediction Model

Generative AI & LLMs:

1. Generative AI Model From Scratch
2. Code Generation Model with LLMs
3. Text Generation with LLMs

Time Series:

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

I’ll keep updating this list of guided Machine Learning projects with many more projects.

Summary

If you are learning Machine Learning, one of the best strategies you can follow is to work on projects based on the concepts you are learning. This list of guided Machine Learning projects will help you master every concept theoretically and practically.

I hope you liked this article on Machine Learning projects with Python. Feel free to ask valuable questions in the comments section below. You can follow me on Instagram for many more resources.