500+ Machine Learning Projects with Code

📚 Description

Welcome to the 500+ Machine Learning Projects with Code repository - your comprehensive resource for learning and implementing machine learning algorithms, deep learning models, and AI applications. This curated collection features real-world projects spanning computer vision, natural language processing, time series forecasting, recommendation systems, and more.

Whether you're a beginner starting your ML journey, an intermediate practitioner looking to expand your skills, or an advanced developer seeking cutting-edge implementations, this repository provides hands-on experience with the latest machine learning techniques and frameworks.

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✨ Features

🎯 Comprehensive Project Collection

• 500+ Machine Learning Projects with complete source code
• Diverse Domains: Computer Vision, NLP, Time Series, Recommender Systems
• Multiple Skill Levels: Beginner to Advanced implementations
• Real-World Applications: Healthcare, Finance, E-commerce, Social Media

🛠️ Technology Stack

• Deep Learning: TensorFlow, PyTorch, Keras, CNN, RNN, LSTM, Transformers
• Machine Learning: Scikit-learn, XGBoost, Random Forest, SVM, K-means
• Computer Vision: OpenCV, YOLO, Image Segmentation, Object Detection
• NLP: BERT, GPT, Sentiment Analysis, Text Classification, Language Models
• Data Processing: Pandas, NumPy, Matplotlib, Seaborn

📊 Project Categories

• Computer Vision: Face Detection, Image Classification, Object Detection
• Natural Language Processing: Sentiment Analysis, Text Generation, Language Translation
• Time Series: Stock Prediction, Weather Forecasting, Demand Forecasting
• Healthcare: Disease Detection, Medical Imaging, Health Analytics
• Finance: Fraud Detection, Credit Scoring, Market Analysis
• Recommendation Systems: Movie, Book, Product Recommendations

🚀 Why This Repository is Valuable

🎓 Learning Benefits

1. Hands-On Experience: Learn by doing with complete, runnable code
2. Industry-Relevant Skills: Master technologies used in real-world applications
3. Portfolio Building: Create impressive projects for your resume
4. Skill Progression: Start with basics and advance to complex implementations

💼 Career Advantages

• Job Market Ready: Develop skills highly sought after by employers
• Project Portfolio: Showcase your abilities with diverse ML applications
• Interview Preparation: Practice with common ML interview topics
• Industry Alignment: Learn frameworks and techniques used in production

🔬 Research & Innovation

• Cutting-Edge Techniques: Access latest ML algorithms and methodologies
• Cross-Domain Applications: Explore ML applications across various industries
• Best Practices: Learn industry-standard coding and deployment practices
• Community-Driven: Benefit from contributions and improvements

📖 How to Use This Repository

🎯 For Beginners

1. Start with Basics: Begin with projects marked as "Beginner" level
2. Follow Tutorials: Read through complete implementations step-by-step
3. Practice Coding: Run the code, modify parameters, experiment
4. Build Understanding: Focus on one domain at a time (e.g., Computer Vision)

🔧 For Intermediate Users

1. Choose Your Domain: Select projects in your area of interest
2. Customize Projects: Modify existing code for your specific use case
3. Combine Techniques: Merge different approaches for innovative solutions
4. Optimize Performance: Improve model accuracy and efficiency

🚀 For Advanced Practitioners

1. Production Deployment: Use projects as templates for production systems
2. Research Integration: Adapt projects for research and experimentation
3. Team Collaboration: Share and improve projects with your team
4. Contribute Back: Add your own projects and improvements

📋 Getting Started Steps

1. Browse Projects: Explore the table below to find interesting projects
2. Clone Repository: Download the complete project collection
3. Set Up Environment: Install required dependencies and frameworks
4. Run Projects: Execute code and understand the implementation
5. Customize: Modify projects for your specific requirements
6. Deploy: Use projects in real-world applications

📚 Learning Path Recommendations

• Week 1-2: Computer Vision basics (Face Detection, Image Classification)
• Week 3-4: Natural Language Processing (Sentiment Analysis, Text Classification)
• Week 5-6: Time Series Analysis (Stock Prediction, Forecasting)
• Week 7-8: Advanced Topics (Recommendation Systems, Deep Learning)

Welcome to the Machine Learning Projects with Code Repository! This repository contains a diverse collection of machine learning projects, each with its own unique codebase and applications. Whether you are a beginner looking to learn more about machine learning or an experienced practitioner seeking inspiration or reference, this repository is designed to be a valuable resource.

Why This Repository is Valuable

1. Diverse Projects: This repository includes a variety of machine learning projects, covering different domains and use cases. Each project is a standalone example of how machine learning can be applied to solve real-world problems.
2. Learning Resource: The projects come with detailed code and documentation, making it easier for you to understand the underlying concepts and techniques. It's a great way to learn by doing.
3. Inspiration for New Projects: If you're looking for new project ideas or ways to improve your current projects, this repository can serve as a source of inspiration.
4. Community Contribution: By contributing to this repository, you can share your knowledge with others and help grow the machine learning community.

Projects Index

Below is the list of machine learning projects included in this repository. Each project is indexed for easy reference. Click on the project title to access the code.

Index	Title	Link	Topics
1	Develop LSTM Models for Time Series Forecasting	Code Link	LSTM, Time Series, Deep Learning, Forecasting
2	Hypo Thyroid Disease prediction Machine Learning	Code Link	Medical AI, Classification, Healthcare, Supervised Learning
3	Real Estate Price Prediction	Code Link	Regression, Price Prediction, Real Estate, Supervised Learning
4	End to End Predictive Model	Code Link	End-to-End ML, Pipeline, Model Deployment, MLOps
5	ML Boston Housing Kaggle Challenge with Linear Regression	Code Link	Linear Regression, Housing Prices, Kaggle, Supervised Learning
6	Fine-tuning the BERT model for Sentiment Analysis	Code Link	BERT, NLP, Sentiment Analysis, Fine-tuning, Transformers
7	Heart Disease Prediction using ANN	Code Link	ANN, Healthcare, Medical AI, Classification, Neural Networks
8	Create Air Canvas using Python Open CV	Code Link	Computer Vision, OpenCV, Hand Tracking, Image Processing
9	Automatic Music Generation	Code Link	LSTM, Music Generation, Deep Learning, Sequence Modeling
10	House Price Prediction using Machine Learning in Python	Code Link	Regression, Real Estate, Price Prediction, Supervised Learning
11	Sentiment Classification Using BERT	Code Link	BERT, NLP, Sentiment Analysis, Text Classification, Transformers
12	Stock Price Prediction	Code Link	Time Series, Stock Market, Financial ML, Forecasting
13	Restaurant Review Analysis Using NLP and SQLite	Code Link	NLP, Text Analysis, SQLite, Sentiment Analysis, Review Mining
14	Fake News Detection using Machine Learning	Code Link	NLP, Text Classification, Fake News, Binary Classification
15	Instagram Reach Forecasting	Code Link	Social Media Analytics, Time Series, Forecasting, Digital Marketing
16	Credit Card Fraud Detection Project	Code Link	Fraud Detection, Credit Card, Anomaly Detection, Supervised Learning
17	Lung Cancer Detection Using Transfer Learning	Code Link	Transfer Learning, Medical Imaging, CNN, Deep Learning
18	FaceMask Detection using TensorFlow in Python	Code Link	Computer Vision, OpenCV, Face Mask, Deep Learning
19	MNIST Digits Classification	Code Link	CNN, MNIST, Image Classification, Deep Learning
20	App User Segmentation	Code Link	User Segmentation, Clustering, Unsupervised Learning
21	ML Kaggle Breast Cancer Wisconsin Diagnosis using Logistic Regression	Code Link	Logistic Regression, Breast Cancer, Kaggle, Classification
22	Sarcasm Detection	Code Link	NLP, Text Classification, Sarcasm, Binary Classification
23	Rainfall Prediction using Machine Learning in Python	Code Link	Time Series, Rainfall, Forecasting, Regression
24	Image Segmentation using Machine Learning	Code Link	Computer Vision, Image Segmentation, Deep Learning
25	Deepfake Detection	Code Link	Computer Vision, Deepfake, CNN, Image Processing
26	Python NLP analysis of Restaurant reviews	Code Link	NLP, Sentiment Analysis, Restaurant Reviews, Text Mining
27	Bitcoin Price Prediction using Machine Learning in Python	Code Link	Time Series, Cryptocurrency, Price Prediction, Regression
28	Text Summarizer	Code Link	NLP, Text Summarization, Machine Learning, Transformers
29	News Recommendation System	Code Link	NLP, News Recommendation, Text Classification, Transformers
30	Speech Recognition in Python using Google Speech API	Code Link	NLP, Speech Recognition, Deep Learning, Audio Processing
31	News Classification	Code Link	NLP, News Classification, Text Classification, Transformers
32	Movie Recommendation using Collaborative Filtering	Code Link	Collaborative Filtering, Recommendation System, Recommendation Engine
33	Diamond Price Prediction	Code Link	Regression, Price Prediction, Diamonds, Supervised Learning
34	Classification with Neural Networks	Code Link	Neural Networks, Classification, Deep Learning, Supervised Learning
35	Disease Prediction Using Machine Learning	Code Link	Medical AI, Disease Prediction, Supervised Learning, Classification
36	Classification with Neural Networks	Code Link	Neural Networks, Classification, Deep Learning, Supervised Learning
37	Predict Customer Churn	Code Link	Customer Churn, Supervised Learning, Classification, Machine Learning
38	Netflix Subscriptions Forecasting	Code Link	Time Series, Forecasting, Subscription, Digital Platform
39	Iris Flower Classification	Code Link	Classification, Iris, Flower, Supervised Learning
40	Human Scream Detection and Analysis for Controlling Crime Rate	Code Link	Audio Processing, Speech Recognition, Crime Rate, Supervised Learning
41	Detect Objects of Similar Color using OpenCV in Python	Code Link	Computer Vision, OpenCV, Object Detection, Image Processing
42	Fake Currency Detection	Code Link	Fraud Detection, Currency, Anomaly Detection, Supervised Learning
43	Next Word Prediction Model	Code Link	NLP, Language Modeling, Sequence Prediction, Deep Learning
44	Sentiment Analysis	Code Link	NLP, Sentiment Analysis, Text Classification, Deep Learning
45	Dynamic Pricing Strategy	Code Link	Pricing, Dynamic Pricing, Supervised Learning, Regression
46	Credit Card Clustering	Code Link	Clustering, Credit Card, Unsupervised Learning, Anomaly Detection
47	Build a Movie Recommendation System	Code Link	Collaborative Filtering, Recommendation System, Recommendation Engine
48	Yolo object detection	Code Link	Computer Vision, Object Detection, Deep Learning, YOLO
49	RFM Analysis	Code Link	RFM Analysis, Customer Segmentation, Clustering, Unsupervised Learning
50	Wine Quality Prediction	Code Link	Regression, Wine Quality, Supervised Learning, Classification
51	Demand Forecasting & Inventory Optimization	Code Link	Time Series, Forecasting, Inventory Optimization, Supply Chain
52	Emoji Prediction	Code Link	LSTM, Deep Learning, Emoji Generation, Sequence Modeling
53	Food Classification with Deep Learning in Keras / Tensorflow	Code Link	CNN, Deep Learning, Food Classification, Image Processing
54	Text Generation Model	Code Link	NLP, Text Generation, Deep Learning, Language Modeling
55	Iris Flower Classification	Code Link	Classification, Iris, Flower, Supervised Learning
56	Box Office Revenue Prediction Using Linear Regression in ML	Code Link	Regression, Box Office, Revenue, Supervised Learning
57	SMS Spam Detection with Machine Learning	Code Link	NLP, Spam Detection, SVM, Supervised Learning
58	Customer Segmentation using Unsupervised Machine Learning in Python	Code Link	Clustering, Unsupervised Learning, Customer Segmentation, Anomaly Detection
59	Gender and Age Detection Machine Learning Project	Code Link	Computer Vision, Gender Detection, Age Estimation, Deep Learning
60	Food Delivery Time Prediction	Code Link	Regression, Food Delivery, Time Prediction, Supervised Learning
61	Machine Learning Parkinson's Disease Detection Project	Code Link	Medical Imaging, CNN, Parkinson's Disease, Deep Learning
62	Stock Price Prediction Project using TensorFlow	Code Link	Time Series, Stock Market, Financial ML, Forecasting
63	Image Segmentation Using TensorFlow	Code Link	Computer Vision, Image Segmentation, Deep Learning
64	Anomaly Detection with Arima Model using Python	Code Link	Time Series, Anomaly Detection, ARIMA, Supervised Learning
65	Text Detection and Extraction using OpenCV and OCR	Code Link	Computer Vision, OCR, Text Detection, Deep Learning
66	Hybrid Recommendation System	Code Link	Collaborative Filtering, Content-Based Filtering, Hybrid Recommendation
67	Movie recommendation based on emotion in Python	Code Link	NLP, Sentiment Analysis, Movie Recommendation, Deep Learning
68	Amazon Bestselling Books Analysis Project using Machine Learning	Code Link	NLP, Text Classification, Book Analysis, Supervised Learning
69	Sentiment Analysis with Recurrent Neural Networks (RNN)	Code Link	NLP, Sentiment Analysis, RNN, Deep Learning
70	Cartooning an Image using OpenCV – Python	Code Link	Computer Vision, Image Processing, Cartoonification, Deep Learning
71	Analyzing selling price of used cars using Python	Code Link	Regression, Used Car Price, Supervised Learning, Feature Engineering
72	Face and Hand Landmarks Detection using Python	Code Link	Computer Vision, Face Landmarks, Hand Landmarks, Deep Learning
73	Time Series Forecasting with ARIMA	Code Link	Time Series, Forecasting, ARIMA, Supervised Learning
74	Business Forecasting	Code Link	Forecasting, Business, Supervised Learning, Regression
75	Waiter's Tip Prediction using Machine Learning	Code Link	Regression, Tip Prediction, Supervised Learning, Feature Engineering
76	Online Payments Fraud Detection	Code Link	Fraud Detection, Online Payments, Supervised Learning, Classification
77	Driver Drowsiness Detection System	Code Link	Computer Vision, Drowsiness Detection, Deep Learning, OpenCV
78	Image Caption Generator using Deep Learning on Flickr8K dataset	Code Link	Computer Vision, Image Captioning, Deep Learning, NLP
79	Face Mask Detection	Code Link	Computer Vision, Face Mask, Deep Learning, OpenCV
80	Sentiment Analysis	Code Link	NLP, Sentiment Analysis, Text Classification, Deep Learning
81	Language Detection	Code Link	NLP, Language Detection, Text Classification, Deep Learning
82	Human Activity Recognition – Using Deep Learning Model	Code Link	Computer Vision, Human Activity Recognition, Deep Learning, CNN
83	Customer Segmentation using Machine Learning	Code Link	Clustering, Unsupervised Learning, Customer Segmentation, Anomaly Detection
84	Predict Diabetes with Machine Learning	Code Link	Regression, Diabetes Prediction, Supervised Learning, Feature Engineering
85	ML Cancer cell classification using Scikit-learn	Code Link	Classification, Cancer, Scikit-learn, Deep Learning
86	Hate Speech Detection using Deep Learning	Code Link	NLP, Hate Speech Detection, Deep Learning, Text Classification
87	Sales Forecast Prediction – Python	Code Link	Forecasting, Sales, Supervised Learning, Regression
88	Spam Comments Detection	Code Link	NLP, Spam Detection, Supervised Learning, Text Classification
89	Credit Card Fraud Detection Project	Code Link	Fraud Detection, Credit Card, Anomaly Detection, Supervised Learning
90	Age Detection using Deep Learning in OpenCV	Code Link	Computer Vision, Age Estimation, Deep Learning, OpenCV
91	Twitter Hashtag Prediction	Code Link	NLP, Twitter, Hashtag Prediction, Deep Learning
92	Credit Card Fraud Detection with Python & Machine Learning	Code Link	Fraud Detection, Credit Card, Anomaly Detection, Supervised Learning
93	Currency Exchange Rate Forecasting	Code Link	Time Series, Currency, Forecasting, Regression
94	Identifying handwritten digits using Logistic Regression in PyTorch	Code Link	PyTorch, Logistic Regression, Handwritten Digits, Supervised Learning
95	Consumer Credit Risk Prediction Machine Learning Project	Code Link	Fraud Detection, Credit Risk, Supervised Learning, Classification
96	Language Translator	Code Link	NLP, Language Translation, Deep Learning, Transformers
97	Pneumonia detection using deep learning	Code Link	Medical Imaging, CNN, Pneumonia, Deep Learning
98	Language Translator	Code Link	NLP, Language Translation, Deep Learning, Transformers
99	Recognizing HandWritten Digits in Scikit Learn	Code Link	Scikit-learn, Handwritten Digits, Supervised Learning, Classification
100	Create Language Translator using Deep Learning	Code Link	NLP, Language Translation, Deep Learning, Transformers
101	Human Pose Estimation	Code Link	Computer Vision, Human Pose Estimation, Deep Learning, OpenCV
102	Stock Price Prediction	Code Link	Time Series, Stock Market, Financial ML, Forecasting
103	Gender and Age Detection	Code Link	Computer Vision, Gender Detection, Age Estimation, Deep Learning
104	Detecting Spam Emails Using Tensorflow in Python	Code Link	NLP, Spam Detection, Deep Learning, Text Classification
105	Market Basket Analysis using Apriori Algorithm	Code Link	Association Rule Mining, Market Basket, Apriori, Unsupervised Learning
106	sign language recognition	Code Link	Computer Vision, Sign Language Recognition, Deep Learning, OpenCV
107	Handwritten Digit Recognition using Neural Network	Code Link	Neural Networks, Handwritten Digits, Supervised Learning, Classification
108	Machine Learning Weather Prediction – Forecasting the Future	Code Link	Time Series, Weather Forecasting, Supervised Learning, Regression
109	Breast Cancer Classification	Code Link	Classification, Breast Cancer, Medical Imaging, Deep Learning
110	Dog Breed Classification using Transfer Learning	Code Link	Transfer Learning, Dog Breed Classification, Deep Learning, CNN
111	Prediction of Wine type using Deep Learning	Code Link	Deep Learning, Wine Type Prediction, Classification, Supervised Learning
112	Cat & Dog Classification using Convolutional Neural Network in Python	Code Link	CNN, Cat & Dog Classification, Deep Learning, Image Processing
113	Ads Click-Through Rate Prediction	Code Link	Click-Through Rate, CTR, Supervised Learning, Regression
114	Compare Multiple Predictive Models	Code Link	Model Comparison, Supervised Learning, Regression, Forecasting
115	Stock Price Prediction using Machine Learning in Python	Code Link	Time Series, Stock Market, Financial ML, Forecasting
116	Ads CTR Forecasting	Code Link	Time Series, CTR Forecasting, Supervised Learning, Regression
117	Predicting Stock Price Direction using Support Vector Machines	Code Link	Regression, Stock Price Direction, SVM, Supervised Learning
118	Credit Score Classification	Code Link	Classification, Credit Score, Supervised Learning, Regression
119	Zillow Home Value (Zestimate) Prediction in ML	Code Link	Regression, Zillow, Home Value, Supervised Learning
120	Facebook Sentiment Analysis using python	Code Link	NLP, Sentiment Analysis, Facebook, Text Classification
121	Video Surveillance	Code Link	Computer Vision, Video Surveillance, Deep Learning, Object Detection
122	Emoji Prediction	Code Link	Deep Learning, Emoji Generation, Sequence Modeling, LSTM
123	Voice Assistant using python	Code Link	NLP, Speech Recognition, Deep Learning, Audio Processing
124	Cryptocurrency Price Prediction	Code Link	Time Series, Cryptocurrency, Price Prediction, Regression
125	Text Emotions Classification	Code Link	NLP, Text Classification, Emotion, Deep Learning
126	Share Price Forecasting Using Facebook Prophet	Code Link	Time Series, Forecasting, Share Price, Facebook Prophet
127	Brain Tumor Detection	Code Link	Medical Imaging, CNN, Brain Tumor, Deep Learning
128	Detect and Recognize Car License Plate from a video in real-time	Code Link	Computer Vision, OCR, License Plate, Deep Learning
129	Credit Scoring & Segmentation	Code Link	Credit Scoring, Segmentation, Supervised Learning, Classification
130	Multivariate Time Series Forecasting	Code Link	Time Series, Forecasting, Multivariate, Deep Learning
131	License Number Plate Recognition	Code Link	Computer Vision, OCR, License Plate, Deep Learning
132	CIFAR-10 Image Classification in TensorFlow	Code Link	CNN, CIFAR-10, Image Classification, Deep Learning
133	Microsoft Stock Price Prediction with Machine Learning	Code Link	Time Series, Stock Market, Financial ML, Forecasting
134	Python Classify Handwritten Digits with Tensorflow	Code Link	PyTorch, Logistic Regression, Handwritten Digits, Supervised Learning
135	Black and white image colorization with OpenCV and Deep Learning	Code Link	Computer Vision, Image Processing, Colorization, Deep Learning
136	License Number Plate Recognition	Code Link	Computer Vision, OCR, License Plate, Deep Learning
137	Classification on Imbalanced Data	Code Link	Classification, Imbalanced Data, Supervised Learning, Deep Learning
138	Spaceship Titanic Project using Machine Learning in Python	Code Link	Classification, Titanic, Supervised Learning, Feature Engineering
139	Extract Text from Images	Code Link	Computer Vision, OCR, Text Detection, Deep Learning
140	Book Recommendation System	Code Link	Collaborative Filtering, Recommendation System, Recommendation Engine
141	Driver Drowsiness Detection System	Code Link	Computer Vision, Drowsiness Detection, Deep Learning, OpenCV
142	Fake News Detection	Code Link	NLP, Fake News Detection, Deep Learning, Text Classification
143	Flower Recognition	Code Link	CNN, Flower Recognition, Deep Learning, Image Processing
144	Twitter Sentiment Analysis using Python	Code Link	NLP, Sentiment Analysis, Twitter, Text Classification
145	Detecting Covid-19 with Chest X-ray	Code Link	Medical Imaging, CNN, COVID-19, Deep Learning
146	Credit Card Fraud Detection using Machine Learning	Code Link	Fraud Detection, Credit Card, Anomaly Detection, Supervised Learning
147	Loan Approval Prediction using Machine Learning	Code Link	Classification, Loan Approval, Supervised Learning, Feature Engineering
148	Fashion Recommendations using Image Features	Code Link	Image Features, Fashion Recommendation, Supervised Learning, Classification
149	Hate Speech Detection	Code Link	NLP, Hate Speech Detection, Deep Learning, Text Classification
150	Image Segmentation using Machine Learning	Code Link	Computer Vision, Image Segmentation, Deep Learning
151	AI-Driven Snake Game using Deep Q Learning	Code Link	Deep Q Learning, Reinforcement Learning, Snake Game, Deep Learning
152	Automatic Music Generation	Code Link	Music Generation, Deep Learning, Sequence Modeling, LSTM
153	Flower Recognition Using Convolutional Neural Network	Code Link	CNN, Flower Recognition, Deep Learning, Image Processing
154	Breast Cancer Classification	Code Link	Classification, Breast Cancer, Medical Imaging, Deep Learning
155	Brain Tumor Detection	Code Link	Medical Imaging, CNN, Brain Tumor, Deep Learning
156	Count number of Object using Python-OpenCV	Code Link	Computer Vision, Object Detection, Deep Learning, OpenCV
157	Text Summarizer	Code Link	NLP, Text Summarization, Machine Learning, Transformers
158	Calories Burnt Prediction using Machine Learning	Code Link	Regression, Calories Burnt, Supervised Learning, Feature Engineering
159	Health Insurance Premium Prediction	Code Link	Regression, Health Insurance, Supervised Learning, Feature Engineering
160	Password Strength Checker	Code Link	NLP, Password Strength, Supervised Learning, Classification
161	Waiter Tips Prediction	Code Link	Regression, Tip Prediction, Supervised Learning, Feature Engineering
162	Vehicle counting for traffic management	Code Link	Computer Vision, Vehicle Counting, Deep Learning, OpenCV
163	Black and white image colorization with OpenCV and Deep Learning	Code Link	Computer Vision, Image Processing, Colorization, Deep Learning
164	House Rent Prediction	Code Link	Regression, House Rent, Supervised Learning, Feature Engineering
165	Weather Forecasting	Code Link	Time Series, Weather Forecasting, Supervised Learning, Regression
166	Count number of Faces using Python – OpenCV	Code Link	Computer Vision, Face Detection, Deep Learning, OpenCV
167	Flipkart Reviews Sentiment Analysis using Python	Code Link	NLP, Sentiment Analysis, Flipkart, Text Classification
168	Book Recommendation System	Code Link	Collaborative Filtering, Recommendation System, Recommendation Engine
169	Create Chatbot	Code Link	NLP, Chatbot, Deep Learning, Transformers
170	Real-time Hand Gesture Recognition	Code Link	Computer Vision, Hand Gesture Recognition, Deep Learning, OpenCV
171	Python Implementation of Movie Recommender System	Code Link	Collaborative Filtering, Recommendation System, Recommendation Engine
172	Intrusion Detection System Using Machine Learning Algorithms	Code Link	Intrusion Detection, Machine Learning, Supervised Learning, Classification
173	Gender and Age Detection	Code Link	Computer Vision, Gender Detection, Age Estimation, Deep Learning
174	K-means Clustering in Machine Learning	Code Link	Clustering, Unsupervised Learning, K-means, Deep Learning
175	Human Face Detection	Code Link	Computer Vision, Face Detection, Deep Learning, OpenCV
176	Retail Price Optimization	Code Link	Regression, Price Optimization, Supervised Learning, Feature Engineering
177	Online Payment Fraud Detection using Machine Learning in Python	Code Link	Fraud Detection, Online Payments, Supervised Learning, Classification
178	Vehicle Count Prediction From Sensor Data	Code Link	Computer Vision, Vehicle Counting, Deep Learning, OpenCV
179	Colourizing Old B&W Images	Code Link	Computer Vision, Image Processing, Colorization, Deep Learning
180	Dogecoin Price Prediction with Machine Learning	Code Link	Time Series, Cryptocurrency, Price Prediction, Regression
181	Chatbot Using Deep Learning	Code Link	NLP, Chatbot, Deep Learning, Transformers
182	Music Recommendation System Using Machine Learning	Code Link	Collaborative Filtering, Recommendation System, Recommendation Engine
183	You tube video recommendation system	Code Link	Computer Vision, Video Recommendation, Deep Learning, Object Detection
184	User Profiling and Segmentation	Code Link	NLP, User Profiling, Segmentation, Deep Learning
185	OCR of Handwritten digits OpenCV	Code Link	Computer Vision, OCR, Text Detection, Deep Learning
186	IPL Score Prediction Using Deep Learning	Code Link	Time Series, IPL, Score Prediction, Deep Learning
187	SMS Spam Detection using TensorFlow in Python	Code Link	NLP, Spam Detection, Deep Learning, Text Classification
188	Residual Networks (ResNet) – Deep Learning	Code Link	CNN, ResNet, Deep Learning, Image Classification
189	Credit Card Fraud Detection	Code Link	Fraud Detection, Credit Card, Anomaly Detection, Supervised Learning
190	Object Detection using Tensorflow	Code Link	Computer Vision, Object Detection, Deep Learning, YOLO
191	Machine Learning Parkinson's Disease Detection Project	Code Link	Medical Imaging, CNN, Parkinson's Disease, Deep Learning
192	Music Genre Classification	Code Link	Classification, Music Genre, Deep Learning, Sequence Modeling
193	Breast Cancer Classification	Code Link	Classification, Breast Cancer, Medical Imaging, Deep Learning
194	Next Sentence Prediction using BERT	Code Link	NLP, BERT, Sequence Prediction, Deep Learning
195	Create Chatbot	Code Link	NLP, Chatbot, Deep Learning, Transformers
196	Gaussian Mixture Model in Machine Learning	Code Link	Clustering, Unsupervised Learning, Gaussian Mixture, Deep Learning
197	ML Kaggle Breast Cancer Wisconsin Diagnosis using KNN and Cross-Validation	Code Link	Classification, Breast Cancer, Kaggle, KNN, Cross-Validation
198	Salary Prediction	Code Link	Regression, Salary Prediction, Supervised Learning, Feature Engineering
199	License Plate Recognition with OpenCV and Tesseract OCR	Code Link	Computer Vision, OCR, License Plate, Deep Learning
200	Anomaly Detection in Transactions	Code Link	Anomaly Detection, Fraud Detection, Supervised Learning, Classification
201	Detecting Parkinson's Disease	Code Link	Medical Imaging, CNN, Parkinson's Disease, Deep Learning
202	Fake News Detection	Code Link	NLP, Fake News Detection, Deep Learning, Text Classification
203	Human Face recognition	Code Link	Computer Vision, Face Recognition, Deep Learning, OpenCV
204	Machine Learning Project – Bird Species Identification	Code Link	Classification, Bird Species, Deep Learning, Image Processing
205	Speech Emotion Recognition	Code Link	NLP, Speech Emotion Recognition, Deep Learning, Audio Processing
206	Handwritten Digit Recognition using TensorFlow	Code Link	PyTorch, Logistic Regression, Handwritten Digits, Supervised Learning
207	Gender and Age Detection	Code Link	Computer Vision, Gender Detection, Age Estimation, Deep Learning
208	Website Traffic Forecasting	Code Link	Time Series, Website Traffic, Forecasting, Supervised Learning
209	Learning Gladiator Machine Learning projects	Code Link	Machine Learning, Deep Learning, Projects, Reinforcement Learning
210	Handwritten character Recognition using TensorFlow	Code Link	Computer Vision, OCR, Handwritten Character Recognition, Deep Learning
211	Online Food Order Prediction	Code Link	Regression, Online Food Order, Supervised Learning, Feature Engineering
212	Instagram Reach Prediction	Code Link	Social Media Analytics, Time Series, Forecasting, Digital Marketing
213	Multiclass image classification using Transfer learning	Code Link	Transfer Learning, Multiclass Classification, Deep Learning, Image Processing
214	ML Heart Disease Prediction Using Logistic Regression	Code Link	Classification, Heart Disease, Logistic Regression, Supervised Learning
215	Topic Modelling	Code Link	NLP, Topic Modelling, Deep Learning, Language Modeling
216	Sentiment Analysis	Code Link	NLP, Sentiment Analysis, Text Classification, Deep Learning
217	Driver Drowsiness Detection System	Code Link	Computer Vision, Drowsiness Detection, Deep Learning, OpenCV
218	Cats vs Dogs	Code Link	Classification, Cats vs Dogs, Deep Learning, CNN
219	Consumer Complaint Classification	Code Link	NLP, Consumer Complaint, Classification, Deep Learning
220	How can Tensorflow be used with the abalone dataset to build a sequential model?	Code Link	Tensorflow, Abalone Dataset, Sequential Model, Deep Learning
221	Fake Product Review Detection using Machine Learning	Code Link	NLP, Fake Product Review, Deep Learning, Text Classification
222	Ola Bike Ride Request Forecast using ML	Code Link	Time Series, Ola Bike, Forecast, Supervised Learning
223	Ted Talks Recommendation System with Machine Learning	Code Link	NLP, Ted Talks, Recommendation System, Deep Learning
224	Earthquake Prediction with Machine Learning	Code Link	Time Series, Earthquake Prediction, Forecasting, Supervised Learning
225	Pneumonia Detection using Deep Learning	Code Link	Medical Imaging, CNN, Pneumonia, Deep Learning
226	Cartoonifying an Image	Code Link	Computer Vision, Image Processing, Cartoonification, Deep Learning
227	Heart Disease Prediction using Machine Learning	Code Link	Classification, Heart Disease, Supervised Learning, Feature Engineering
228	Traffic Signs Recognition using CNN and Keras in Python	Code Link	Computer Vision, Traffic Signs, Deep Learning, CNN
229	Detecting Parkinson's Disease	Code Link	Medical Imaging, CNN, Parkinson's Disease, Deep Learning
230	Real-Time Face Detection & Recognition using OpenCV	Code Link	Computer Vision, Face Detection, Deep Learning, OpenCV
231	Autocorrect Feature Using NLP In Python	Code Link	NLP, Autocorrect, Deep Learning, Text Processing
232	Instance Segmentation	Code Link	Computer Vision, Image Segmentation, Deep Learning
233	Loan Approval Prediction	Code Link	Classification, Loan Approval, Supervised Learning, Feature Engineering
234	Pneumonia detection using deep learning	Code Link	Medical Imaging, CNN, Pneumonia, Deep Learning
235	Sentiment Analysis using Python	Code Link	NLP, Sentiment Analysis, Deep Learning, Text Classification
236	Dog's Breed Identification	Code Link	Classification, Dog Breed, Deep Learning, Image Processing
237	Pedestrian Detection	Code Link	Computer Vision, Pedestrian Detection, Deep Learning, OpenCV
238	Google Search Queries Anomaly Detection	Code Link	NLP, Search Queries, Anomaly Detection, Deep Learning
239	Inventory Demand Forecasting using Machine Learning in Python	Code Link	Time Series, Inventory Forecasting, Supervised Learning, Regression
240	You tube video recommendation system	Code Link	Computer Vision, Video Recommendation, Deep Learning, Object Detection
241	Lung Cancer Detection using Convolutional Neural Network (CNN)	Code Link	Medical Imaging, CNN, Lung Cancer, Deep Learning
242	Autism Prediction using Machine Learning	Code Link	Classification, Autism, Supervised Learning, Feature Engineering
243	Medical Insurance Price Prediction using Machine Learning in Python	Code Link	Regression, Medical Insurance, Supervised Learning, Feature Engineering
244	Student Marks Prediction	Code Link	Regression, Student Marks, Supervised Learning, Feature Engineering
245	Fake News Detection Model using TensorFlow in Python	Code Link	NLP, Fake News Detection, Deep Learning, Text Classification
246	Crop Yield Prediction using KNN classification	Code Link	Classification, Crop Yield, KNN, Supervised Learning
247	Predict Fuel Efficiency Using Tensorflow in Python	Code Link	Regression, Fuel Efficiency, Supervised Learning, Feature Engineering
248	Loan Eligibility prediction using Machine Learning Models in Python	Code Link	Classification, Loan Eligibility, Supervised Learning, Feature Engineering
249	Detecting COVID-19 From Chest X-Ray Images using CNN	Code Link	Medical Imaging, CNN, COVID-19, Deep Learning
250	Clustering Music Genres	Code Link	Clustering, Music Genre, Unsupervised Learning, Deep Learning
251	Social Media Ads Classification	Code Link	Classification, Social Media Ads, Deep Learning, NLP
252	Handwritten Digit Recognition using TensorFlow	Code Link	PyTorch, Logistic Regression, Handwritten Digits, Supervised Learning
253	Parkinson's Disease Prediction using Machine Learning in Python	Code Link	Classification, Parkinson's Disease, Supervised Learning, Feature Engineering
254	Music Recommendation System	Code Link	Collaborative Filtering, Recommendation System, Recommendation Engine
255	Skin Cancer Detection using TensorFlow	Code Link	Medical Imaging, CNN, Skin Cancer, Deep Learning
256	Machine Learning Interview Questions and Answers	Code Link	Machine Learning, Deep Learning, Interview Questions, Answers
257	ML Interview Questions with Answers	Code Link	Machine Learning, Deep Learning, Interview Questions, Answers
258	Machine Learning Algorithms	Code Link	Machine Learning, Deep Learning, Algorithms, Techniques
259	Machine Learning Techniques	Code Link	Machine Learning, Deep Learning, Techniques, Methods
260	Data Preprocessing in Machine Learning	Code Link	Machine Learning, Deep Learning, Data Preprocessing, Feature Engineering
261	Machine Learning Environment Setup	Code Link	Machine Learning, Deep Learning, Environment Setup, Libraries
262	Gaussian Mixture Model in Machine Learning	Code Link	Clustering, Unsupervised Learning, Gaussian Mixture, Deep Learning
263	Machine Learning Project – Bird Species Identification	Code Link	Classification, Bird Species, Deep Learning, Image Processing
264	Machine Learning Weather Prediction – Forecasting the Future	Code Link	Time Series, Weather Forecasting, Supervised Learning, Regression
265	Real-Time Face Detection & Recognition using OpenCV	Code Link	Computer Vision, Face Detection, Deep Learning, OpenCV
266	Colourizing Old B&W Images	Code Link	Computer Vision, Image Processing, Colorization, Deep Learning
267	Handwritten character Recognition using TensorFlow	Code Link	Computer Vision, OCR, Handwritten Character Recognition, Deep Learning
268	Cartoonifying an Image	Code Link	Computer Vision, Image Processing, Cartoonification, Deep Learning
269	Yolo object detection	Code Link	Computer Vision, Object Detection, Deep Learning, YOLO
270	Pedestrian Detection	Code Link	Computer Vision, Pedestrian Detection, Deep Learning, OpenCV
271	Pneumonia detection using deep learning	Code Link	Medical Imaging, CNN, Pneumonia, Deep Learning
272	Face Mask Detection	Code Link	Computer Vision, Face Mask, Deep Learning, OpenCV
273	Video Surveillance	Code Link	Computer Vision, Video Surveillance, Deep Learning, Object Detection
274	Instance Segmentation	Code Link	Computer Vision, Image Segmentation, Deep Learning
275	Earthquake Prediction with Machine Learning	Code Link	Time Series, Earthquake Prediction, Forecasting, Supervised Learning
276	Object Detection using Tensorflow	Code Link	Computer Vision, Object Detection, Deep Learning, YOLO
277	Pedestrian Detection	Code Link	Computer Vision, Pedestrian Detection, Deep Learning, OpenCV
278	Speech Emotion Recognition	Code Link	NLP, Speech Emotion Recognition, Deep Learning, Audio Processing
279	Music Genre Classification	Code Link	Classification, Music Genre, Deep Learning, Sequence Modeling
280	Language Translator	Code Link	NLP, Language Translation, Deep Learning, Transformers
281	Text Summarizer	Code Link	NLP, Text Summarization, Machine Learning, Transformers
282	Brain Tumor Detection	Code Link	Medical Imaging, CNN, Brain Tumor, Deep Learning
283	Pneumonia detection using deep learning	Code Link	Medical Imaging, CNN, Pneumonia, Deep Learning
284	Face Mask Detection	Code Link	Computer Vision, Face Mask, Deep Learning, OpenCV
285	Sentiment Analysis	Code Link	NLP, Sentiment Analysis, Text Classification, Deep Learning
286	Credit Card Fraud Detection Project	Code Link	Fraud Detection, Credit Card, Anomaly Detection, Supervised Learning
287	Fake News Detection	Code Link	NLP, Fake News Detection, Deep Learning, Text Classification
288	Detecting Parkinson's Disease	Code Link	Medical Imaging, CNN, Parkinson's Disease, Deep Learning
289	Stock Price Prediction	Code Link	Time Series, Stock Market, Financial ML, Forecasting
290	Breast Cancer Classification	Code Link	Classification, Breast Cancer, Medical Imaging, Deep Learning
291	Gender and Age Detection	Code Link	Computer Vision, Gender Detection, Age Estimation, Deep Learning
292	Driver Drowsiness Detection System	Code Link	Computer Vision, Drowsiness Detection, Deep Learning, OpenCV
293	Emoji Prediction	Code Link	Deep Learning, Emoji Generation, Sequence Modeling, LSTM
294	You tube video recommendation system	Code Link	Computer Vision, Video Recommendation, Deep Learning, Object Detection
295	Book Recommendation System	Code Link	Collaborative Filtering, Recommendation System, Recommendation Engine
296	sign language recognition	Code Link	Computer Vision, Sign Language Recognition, Deep Learning, OpenCV
297	Iris Flower Classification	Code Link	Classification, Iris, Flower, Supervised Learning
298	Human Face recognition	Code Link	Computer Vision, Face Recognition, Deep Learning, OpenCV
299	Human Pose Estimation	Code Link	Computer Vision, Human Pose Estimation, Deep Learning, OpenCV
300	Handwritten Digit Recognition using TensorFlow	Code Link	PyTorch, Logistic Regression, Handwritten Digits, Supervised Learning
301	Dog's Breed Identification	Code Link	Classification, Dog Breed, Deep Learning, Image Processing
302	Pneumonia detection using deep learning	Code Link	Medical Imaging, CNN, Pneumonia, Deep Learning
303	Sentiment Analysis	Code Link	NLP, Sentiment Analysis, Deep Learning, Text Classification
304	Vehicle counting for traffic management	Code Link	Computer Vision, Vehicle Counting, Deep Learning, OpenCV
305	Breast Cancer Classification	Code Link	Classification, Breast Cancer, Medical Imaging, Deep Learning
306	Gender and Age Detection	Code Link	Computer Vision, Gender Detection, Age Estimation, Deep Learning
307	Driver Drowsiness Detection System	Code Link	Computer Vision, Drowsiness Detection, Deep Learning, OpenCV
308	Twitter Hashtag Prediction	Code Link	NLP, Twitter, Hashtag Prediction, Deep Learning
309	Deepfake Detection	Code Link	Computer Vision, Deepfake, CNN, Image Processing
310	SMS Spam Detection with Machine Learning	Code Link	NLP, Spam Detection, SVM, Supervised Learning
311	Predict Diabetes with Machine Learning	Code Link	Regression, Diabetes Prediction, Supervised Learning, Feature Engineering
312	Predict Customer Churn	Code Link	Classification, Customer Churn, Supervised Learning, Feature Engineering
313	Crop Yield Prediction using KNN classification	Code Link	Classification, Crop Yield, KNN, Supervised Learning
314	Image Segmentation using Machine Learning	Code Link	Computer Vision, Image Segmentation, Deep Learning
315	Extract Text from Images	Code Link	Computer Vision, OCR, Text Detection, Deep Learning
316	License Number Plate Recognition	Code Link	Computer Vision, OCR, License Plate, Deep Learning
317	Real-time Hand Gesture Recognition	Code Link	Computer Vision, Hand Gesture Recognition, Deep Learning, OpenCV
318	Detect Objects of Similar Color using OpenCV in Python	Code Link	Computer Vision, Object Detection, Deep Learning, OpenCV
319	Build a Movie Recommendation System	Code Link	Collaborative Filtering, Recommendation System, Recommendation Engine
320	Create Chatbot	Code Link	NLP, Chatbot, Deep Learning, Transformers
321	Create Air Canvas using Python Open CV	Code Link	Computer Vision, OpenCV, Hand Tracking, Image Processing
322	Machine Learning Parkinson's Disease Detection Project	Code Link	Medical Imaging, CNN, Parkinson's Disease, Deep Learning
323	Cats vs Dogs	Code Link	Classification, Cats vs Dogs, Deep Learning, CNN
324	Language Translator	Code Link	NLP, Language Translation, Deep Learning, Transformers
325	Human Face Detection	Code Link	Computer Vision, Face Detection, Deep Learning, OpenCV
326	Brain Tumor Detection	Code Link	Medical Imaging, CNN, Brain Tumor, Deep Learning
327	Handwritten Digit Recognition using TensorFlow	Code Link	PyTorch, Logistic Regression, Handwritten Digits, Supervised Learning
328	Chatbot Using Deep Learning	Code Link	NLP, Chatbot, Deep Learning, Transformers
329	Sentiment Analysis	Code Link	NLP, Sentiment Analysis, Deep Learning, Text Classification
330	Credit Card Fraud Detection Project	Code Link	Fraud Detection, Credit Card, Anomaly Detection, Supervised Learning
331	Customer Segmentation using Machine Learning	Code Link	Clustering, Unsupervised Learning, Customer Segmentation, Anomaly Detection
332	Fake News Detection	Code Link	NLP, Fake News Detection, Deep Learning, Text Classification
333	Detecting Parkinson's Disease	Code Link	Medical Imaging, CNN, Parkinson's Disease, Deep Learning
334	Breast Cancer Classification	Code Link	Classification, Breast Cancer, Medical Imaging, Deep Learning
335	Gender and Age Detection	Code Link	Computer Vision, Gender Detection, Age Estimation, Deep Learning
336	Driver Drowsiness Detection System	Code Link	Computer Vision, Drowsiness Detection, Deep Learning, OpenCV
337	Emoji Prediction	Code Link	Deep Learning, Emoji Generation, Sequence Modeling, LSTM
338	Automatic Music Generation	Code Link	Deep Learning, Music Generation, Sequence Modeling, LSTM
339	Fake Currency Detection	Code Link	Fraud Detection, Currency, Anomaly Detection, Supervised Learning
340	Flower Recognition	Code Link	CNN, Flower Recognition, Deep Learning, Image Processing
341	Hate Speech Detection	Code Link	NLP, Hate Speech Detection, Deep Learning, Text Classification
342	Heart Disease Prediction using Machine Learning	Code Link	Classification, Heart Disease, Supervised Learning, Feature Engineering
343	Food Classification with Deep Learning in Keras / Tensorflow	Code Link	CNN, Deep Learning, Food Classification, Image Processing
344	Hypo Thyroid Disease prediction Machine Learning	Code Link	Classification, Medical AI, Healthcare, Supervised Learning
345	Learning Gladiator Machine Learning projects	Code Link	Machine Learning, Deep Learning, Projects, Reinforcement Learning
346	Market Basket Analysis using Apriori Algorithm	Code Link	Association Rule Mining, Market Basket, Apriori, Unsupervised Learning
347	RFM Analysis	Code Link	RFM Analysis, Customer Segmentation, Clustering, Unsupervised Learning
348	License Number Plate Recognition	Code Link	Computer Vision, OCR, License Plate, Deep Learning
349	Create Chatbot	Code Link	NLP, Chatbot, Deep Learning, Transformers
350	You tube video recommendation system	Code Link	Computer Vision, Video Recommendation, Deep Learning, Object Detection
351	Fake Product Review Detection using Machine Learning	Code Link	NLP, Fake Product Review, Deep Learning, Text Classification
352	Machine Learning Parkinson's Disease Detection Project	Code Link	Medical Imaging, CNN, Parkinson's Disease, Deep Learning
353	K-means Clustering in Machine Learning	Code Link	Clustering, Unsupervised Learning, K-means, Deep Learning
354	Amazon Bestselling Books Analysis Project using Machine Learning	Code Link	NLP, Text Classification, Book Analysis, Supervised Learning
355	Credit Card Fraud Detection using Machine Learning	Code Link	Fraud Detection, Credit Card, Anomaly Detection, Supervised Learning
356	Develop LSTM Models for Time Series Forecasting	Code Link	Deep Learning, Time Series, Forecasting, LSTM
357	Gender and Age Detection Machine Learning Project	Code Link	Computer Vision, Gender Detection, Age Estimation, Deep Learning
358	Consumer Credit Risk Prediction Machine Learning Project	Code Link	Fraud Detection, Credit Risk, Supervised Learning, Classification
359	Create Language Translator using Deep Learning	Code Link	NLP, Language Translation, Deep Learning, Transformers
360	Credit Card Fraud Detection with Python & Machine Learning	Code Link	Fraud Detection, Credit Card, Anomaly Detection, Supervised Learning
361	Anomaly Detection with Arima Model using Python	Code Link	Time Series, Anomaly Detection, ARIMA, Supervised Learning
362	Movie Recommendation using Collaborative Filtering	Code Link	Collaborative Filtering, Recommendation System, Recommendation Engine
363	Sentiment Analysis using Python	Code Link	NLP, Sentiment Analysis, Deep Learning, Text Classification
373+	More Projects list is coming...!!!

Feel free to explore each project, and don't hesitate to contribute your own projects or improvements to the existing ones. Happy learning and coding!

Contributing

We welcome contributions from the community! If you have a project that you think would be a good fit for this repository, please follow these steps:

1. Fork the repository.
2. Add your project to the appropriate section of the table.
3. Create a pull request with a brief description of your project.

License

This repository is licensed under the MIT License. Feel free to use the code and projects in this repository for your own learning and development.

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Thank you for visiting the Machine Learning Projects Repository. We hope you find this collection useful and engaging. If you have any questions or feedback, please open an issue or contact us directly. Happy coding!