Machine Learning Projects

Machine Learning has become popular and is now a crucial tool for research as well as the IT Industry. It's a groundbreaking area that lets us make smarter decisions and automate tasks. In simple language, Machine Learning or ML is about teaching computers how to learn on their own without us having to tell them everything explicitly. Nowadays, machine Learning is being used almost everywhere.

This machine learning project article has over 100 new ML projects and ideas. Whether you're a college student or an industry professional, these projects are helpful. They're designed for learners beginning their journey into Machine Learning and Data Science.

Machine Learning Projects for Beginners

• Music Genre Classification
• Language Translator
• Text Summarizer
• Brain Tumor Detection
• Pneumonia detection using deep learning
• Object Detection using Tensorflow
• Yolo object detection
• Face Mask Detection
• Pedestrian Detection
• Sentiment Analysis
• Credit Card Fraud Detection Project
• Fake News Detection
• Detecting Parkinson’s Disease
• Stock Price Prediction
• Speech Emotion Recognition
• Breast Cancer Classification
• Gender and Age Detection
• Driver Drowsiness Detection System
• Video Surveillance
• Emoji Prediction
• Automatic Music Generation
• Text Summarizer
• You tube video recommendation system
• Instance Segmentation
• Earthquake Prediction with Machine Learning
• Book Recommendation System
• sign language recognition
• Iris Flower Classification
• Image Segmentation using Machine Learning
• Colourizing Old B&W Images
• Human Face recognition
• Human Pose Estimation
• Handwritten Digit Recognition using TensorFlow
• Dog’s Breed Identification
• Pneumonia detection using deep learning
• Sentiment Analysis
• Vehicle counting for traffic management
• Breast Cancer Classification
• Gender and Age Detection
• Driver Drowsiness Detection System
• Twitter Hashtag Prediction
• Deepfake Detection
• SMS Spam Detection with Machine Learning
• Predict Diabetes with Machine Learning
• Predict Customer Churn
• Crop Yield Prediction using KNN classification
• Image Segmentation using Machine Learning
• Extract Text from Images
• License Number Plate Recognition
• Real-time Hand Gesture Recognition
• Detect Objects of Similar Color using OpenCV in Python
• Build a Movie Recommendation System
• Create Chatbot
• Real-Time Face Detection & Recognition using OpenCV
• Create Air Canvas using Python Open CV
• Machine Learning Weather Prediction – Forecasting the Future
• Machine Learning Parkinson’s Disease Detection Project
• Machine Learning Project – Bird Species Identification
• Cats vs Dogs
• Language Translator
• Human Face Detection
• Brain Tumor Detection
• Handwritten Digit Recognition using TensorFlow
• Handwritten character Recognition using TensorFlow
• Chatbot Using Deep Learning
• Pneumonia detection using deep learning
• Yolo object detection
• Face Mask Detection
• Pedestrian Detection
• Cartoonifying an Image
• Sentiment Analysis
• Credit Card Fraud Detection Project
• Customer Segmentation using Machine Learning
• Fake News Detection
• Detecting Parkinson’s Disease
• Breast Cancer Classification
• Gender and Age Detection
• Driver Drowsiness Detection System
• Emoji Prediction
• Automatic Music Generation
• Fake Currency Detection
• Flower Recognition
• Hate Speech Detection
• Heart Disease Prediction using Machine Learning
• Food Classification with Deep Learning in Keras / Tensorflow
• Hypo Thyroid Disease prediction Machine Learning
• Learning Gladiator Machine Learning projects
• Market Basket Analysis using Apriori Algorithm
• RFM Analysis
• License Number Plate Recognition
• Create Chatbot
• You tube video recommendation system
• Fake Product Review Detection using Machine Learning
• Machine Learning Parkinson’s Disease Detection Project
• Gaussian Mixture Model in Machine Learning
• K-means Clustering in Machine Learning
• Machine Learning Interview Questions and Answers
• ML Interview Questions with Answers
• Machine Learning Algorithms
• Machine Learning Techniques
• Data Preprocessing in Machine Learning
• Machine Learning Environment Setup
• Amazon Bestselling Books Analysis Project using Machine Learning
• Credit Card Fraud Detection using Machine Learning
• Develop LSTM Models for Time Series Forecasting
• Gender and Age Detection Machine Learning Project
• Consumer Credit Risk Prediction Machine Learning Project
• Create Language Translator using Deep Learning
• Credit Card Fraud Detection with Python & Machine Learning
• Anomaly Detection with Arima Model using Python
• Movie Recommendation using Collaborative Filtering
• Sentiment Analysis using Python

This Machine Learning tutorial covers 100+ Machine Learning Projects with source code. These projects use various machine learning libraries:

• TensorFlow
• scikit-learn
• theano
• numpy
• scipy
• pandas
• xgboost
• matplotlib
• seaborn
• Keras
• mlpy
• NetworkX
• SymPy
• Daskhttps://www.dask.org/
• Dmelthttps://datamelt.org/
• PyBrainhttps://github.com/pybrain/pybrain
• PyTorchhttps://pytorch.org/