Machine Learning Projects using Python

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 using Python to practice Machine Learning concepts, this article is for you. In this article, I will take you through a list of Machine Learning projects using Python you can work on as a beginner in Machine Learning.

Machine Learning Projects using Python

End to End:

• End to End Predictive Model
• End to End Chatbot

Classification:

• Classification on Imbalanced Data
• Google Search Queries Anomaly Detection
• Anomaly Detection in Transactions
• 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
• Real Estate Price Prediction
• Retail Price Optimization
• Compare Multiple Predictive Models
• 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

Deep Learning:

• Fashion Recommendations using Image Features
• Text Generation Model
• Next Word Prediction Model
• Classification with Neural Networks

Time Series:

• Ads CTR Forecasting
• Multivariate Time Series Forecasting
• Demand Forecasting & Inventory Optimization
• Netflix Subscriptions Forecasting
• Currency Exchange Rate Forecasting
• Instagram Reach Forecasting
• Time Series Forecasting with ARIMA
• Weather Forecasting
• Website Traffic Forecasting
• Business Forecasting

Clustering:

• User Profiling and Segmentation
• Credit Scoring & Segmentation
• App User Segmentation
• Credit Card Clustering
• Topic Modelling
• Clustering Music Genres

Recommendation Systems:

• Music Recommendation System
• Hybrid Recommendation System
• News Recommendation System
• Book Recommendation System

I hope this list of Machine Learning projects using Python 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.