100+ Machine Learning Projects with Source Code [2025] Last Updated : 22 Apr, 2025 Comments Improve Suggest changes Like Article Like Report This article provides over 100 Machine Learning projects and ideas to provide hands-on experience for both beginners and professionals. Whether you're a student enhancing your resume or a professional advancing your career these projects offer practical insights into the world of Machine Learning and Data Science.Top Machine Learning Project with Source Code [2025]Machine Learning Project for Beginners Once you’ve learned the basics of machine learning, it’s important to try out some practical projects to strengthen your skills. This section includes fun and simple machine learning projects for beginners that you can quickly pick up to build a strong foundation.HealthcareDisease Prediction Using Machine LearningML | Heart Disease Prediction Using Logistic RegressionVideoPrediction of Wine type using Deep LearningVideoParkinson’s Disease Prediction using Machine Learning in PythonML | Kaggle Breast Cancer Wisconsin Diagnosis using Logistic RegressionVideoML | Cancer cell classification using Scikit-learnVideoML | Kaggle Breast Cancer Wisconsin Diagnosis using KNN and Cross-ValidationVideoAutism Prediction using Machine LearningVideo2. Finance and EconomicsCredit Card Fraud DetectionDogecoin Price Prediction with Machine LearningZillow Home Value (Zestimate) Prediction in MLVideoBitcoin Price Prediction using Machine Learning in PythonVideoOnline Payment Fraud Detection using Machine Learning in PythonVideoStock Price Prediction using Machine Learning in PythonVideoStock Price Prediction Project using TensorFlowVideoMicrosoft Stock Price Prediction with Machine LearningPredicting Stock Price Direction using Support Vector MachinesShare Price Forecasting Using Facebook Prophet3. Food and BeverageWine Quality PredictionVideo4. Retail and CommerceSales Forecast Prediction – PythonCustomer Segmentation using Unsupervised Machine Learning in PythonAnalyzing selling price of used cars using PythonBox Office Revenue Prediction Using Linear Regression in MLVideoFlipkart Reviews Sentiment Analysis using PythonLoan Approval Prediction using Machine LearningVideoLoan Eligibility prediction using Machine Learning Models in PythonHouse Price Prediction using Machine Learning in PythonVideoML | Boston Housing Kaggle Challenge with Linear RegressionVideo5. SportsIPL Score Prediction Using Deep LearningVideo6. Health and FitnessCalories Burnt Prediction using Machine LearningVideoMedical Insurance Price Prediction using Machine Learning in PythonVideo7. Transportation and TrafficVehicle Count Prediction From Sensor DataVideoOla Bike Ride Request Forecast using MLVideo8. Environmental ScienceRainfall Prediction using Machine Learning in PythonVideo9. Text and Image ProcessingDetecting Spam Emails Using Tensorflow in PythonVideoSMS Spam Detection using TensorFlow in PythonVideoPython | Classify Handwritten Digits with TensorflowVideoOCR of Handwritten digits | OpenCVRecognizing HandWritten Digits in Scikit LearnVideoIdentifying handwritten digits using Logistic Regression in PyTorchVideoCartooning an Image using OpenCV – PythonVideoCount number of Object using Python-OpenCVVideoCount number of Faces using Python – OpenCVVideoText Detection and Extraction using OpenCV and OCRVideoCIFAR-10 Image Classification in TensorFlowVideoBlack and white image colorization with OpenCV and Deep LearningVideoHandwritten Digit Recognition using Neural NetworkVideo10. Social Media and Sentiment AnalysisTwitter Sentiment Analysis using PythonVideoFacebook Sentiment Analysis using pythonVideo11. Other Important Machine Learning ProjectsHuman Scream Detection and Analysis for Controlling Crime RateVideoSpaceship Titanic Project using Machine Learning in PythonVideoInventory Demand Forecasting using Machine Learning in PythonVideoWaiter’s Tip Prediction using Machine LearningFake News Detection using Machine LearningVideoFake News Detection Model using TensorFlow in PythonVideoPredict Fuel Efficiency Using Tensorflow in PythonVideoAdvanced Machine Learning Projects With Source Code Here we have discussed a variety of complex machine-learning projects that will challenge both your practical engineering skills and your theoretical knowledge of machine learning.1. Image and Video ProcessingMulticlass image classification using Transfer learningImage Caption Generator using Deep Learning on Flickr8K datasetFaceMask Detection using TensorFlow in PythonVideoDog Breed Classification using Transfer LearningFlower Recognition Using Convolutional Neural NetworkVideoCat & Dog Classification using Convolutional Neural Network in PythonTraffic Signs Recognition using CNN and Keras in PythonResidual Networks (ResNet) – Deep LearningVideoLung Cancer Detection using Convolutional Neural Network (CNN)VideoLung Cancer Detection Using Transfer LearningBlack and white image colorization with OpenCV and Deep LearningVideoPneumonia Detection using Deep LearningVideoDetecting Covid-19 with Chest X-rayVideoDetecting COVID-19 From Chest X-Ray Images using CNNVideoImage Segmentation Using TensorFlow2. Recommendation SystemsTed Talks Recommendation System with Machine LearningPython | Implementation of Movie Recommender SystemMovie recommendation based on emotion in PythonVideoMusic Recommendation System Using Machine LearningVideo3. Speech and Language ProcessingSpeech Recognition in Python using Google Speech APIVoice Assistant using pythonNext Sentence Prediction using BERTHate Speech Detection using Deep LearningFine-tuning the BERT model for Sentiment AnalysisSentiment Classification Using BERTSentiment Analysis with Recurrent Neural Networks (RNN)Autocorrect Feature Using NLP In PythonPython | NLP analysis of Restaurant reviewsRestaurant Review Analysis Using NLP and SQLite4. Health and Medical ApplicationsSkin Cancer Detection using TensorFlowHeart Disease Prediction using ANNVideo5. Security and SurveillanceIntrusion Detection System Using Machine Learning AlgorithmsLicense Plate Recognition with OpenCV and Tesseract OCRDetect and Recognize Car License Plate from a video in real-time6. Other Advanced Machine Learning ProjectsAge Detection using Deep Learning in OpenCVFace and Hand Landmarks Detection using PythonHuman Activity Recognition – Using Deep Learning ModelHow can Tensorflow be used with the abalone dataset to build a sequential model? Comment More infoAdvertise with us Next Article 100+ Machine Learning Projects with Source Code [2025] kumar_satyam Follow Improve Article Tags : Machine Learning AI-ML-DS Machine Learning Projects Tutorials Data Science Proejcts +1 More Practice Tags : Machine Learning Similar Reads Machine Learning Tutorial Machine learning is a branch of Artificial Intelligence that focuses on developing models and algorithms that let computers learn from data without being explicitly programmed for every task. In simple words, ML teaches the systems to think and understand like humans by learning from the data.It can 5 min read Prerequisites for Machine LearningPython for Machine Learning Welcome to "Python for Machine Learning," a comprehensive guide to mastering one of the most powerful tools in the data science toolkit. Python is widely recognized for its simplicity, versatility, and extensive ecosystem of libraries, making it the go-to programming language for machine learning. I 6 min read SQL for Machine Learning Integrating SQL with machine learning can provide a powerful framework for managing and analyzing data, especially in scenarios where large datasets are involved. By combining the structured querying capabilities of SQL with the analytical and predictive capabilities of machine learning algorithms, 6 min read Getting Started with Machine LearningAdvantages and Disadvantages of Machine Learning Machine learning (ML) has revolutionized industries, reshaped decision-making processes, and transformed how we interact with technology. As a subset of artificial intelligence ML enables systems to learn from data, identify patterns, and make decisions with minimal human intervention. While its pot 3 min read Why ML is Important ? Machine learning (ML) has become a cornerstone of modern technology, revolutionizing industries and reshaping the way we interact with the world. As a subset of artificial intelligence (AI), ML enables systems to learn and improve from experience without being explicitly programmed. Its importance s 4 min read Real- Life Examples of Machine Learning Machine learning plays an important role in real life, as it provides us with countless possibilities and solutions to problems. It is used in various fields, such as health care, financial services, regulation, and more. Importance of Machine Learning in Real-Life ScenariosThe importance of machine 13 min read What is the Role of Machine Learning in Data Science In today's world, the collaboration between machine learning and data science plays an important role in maximizing the potential of large datasets. Despite the complexity, these concepts are integral in unraveling insights from vast data pools. Let's delve into the role of machine learning in data 9 min read Top Machine Learning Careers/Jobs Machine Learning (ML) is one of the fastest-growing fields in technology, driving innovations across healthcare, finance, e-commerce, and more. As companies increasingly adopt AI-based solutions, the demand for skilled ML professionals is Soaring. Machine Learning JobsThis article delves into the Ty 10 min read Like