50 Machine learning Projects

50 Machine learning projects — classification, regression, generative AI, computer vision, NLP, and data analysis.

Author: seyric  |  Contact: dev@seyric.dev  |  GitHub: seyric

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Projects

#	Project	Domain	Stack
01	Airbnb Price Prediction	Regression	XGBoost · Flask
02	Article Web Scraper	Web Scraping	BeautifulSoup · requests
03	House Price Prediction	Regression	scikit-learn · Flask
04	Chatbot — Google Gemini	Generative AI	Gemini API · Streamlit
05	Chatbot — LangChain + OpenAI	Generative AI	LangChain · OpenAI
06	Chest Disease Classification	Deep Learning	TensorFlow · Flask
07	Conversational Chatbot	Generative AI	LangChain · Streamlit
08	Diamond Price Prediction	Regression	CatBoost · Flask
09	Diabetes Prediction	Classification	scikit-learn · Streamlit
10	PDF Q&A Engine	Generative AI	LangChain · FAISS
11	E-Commerce Data Analysis	Data Analysis	Power BI · pandas
12	Flight Fare Prediction	Regression	XGBoost · Flask
13	Hand Tracking	Computer Vision	OpenCV · MediaPipe
14	Heart Disease Prediction	Classification	scikit-learn · Flask
15	Image Scraper	Web Scraping	Selenium · Pillow
16	Indian Restaurants Analysis	Data Analysis	Power BI · pandas
17	Medical Assistant — Gemini	Generative AI	Gemini API · Streamlit
18	Medicine Recognition System	Generative AI	Gemini Vision · Streamlit
19	Movie Recommendation System	Recommendation	cosine-similarity · Flask
20	Password Strength Checker	Classification	scikit-learn · Streamlit
21	Rock vs Mine Detector	Classification	scikit-learn · Streamlit
22	Spam Email Detector	Classification	scikit-learn · Flask
23	Student Performance Prediction	Regression	XGBoost · Flask
24	Text Generation — Google Gemini	Generative AI	Gemini API
25	Virat Kohli Analytics	Data Analysis	Power BI · pandas
26	Wine Quality Prediction	Classification	scikit-learn · Streamlit
27	Market Insight Agent	Agentic AI	LangChain · OpenAI
28	Synapse — Daily AI Digest	Generative AI	LangChain · Streamlit
29	Doclify — CLI Doc Generator	Generative AI	Gemini API · Typer
30	Multi-Agent Blog Generator	Agentic AI	CrewAI · LangChain
31	Crypto Price Predictor	Time Series	LSTM · Flask
32	Product Sentiment Analysis	NLP	BERT · Streamlit
33	Plant Disease Detection	Computer Vision	CNN · FastAPI
34	Credit Card Fraud Detection	Classification	RandomForest · Flask
35	Customer Segmentation	Clustering	K-Means · scikit-learn
36	Toxic Comment Classifier	NLP	LSTM · Flask
37	License Plate Recognition	Computer Vision	YOLO · OpenCV
38	MNIST Digit Recognizer	Deep Learning	PyTorch · Streamlit
39	Music Genre Classifier	Audio	Librosa · CNN
40	Yoga Pose Estimation	Computer Vision	MediaPipe · Streamlit
41	Mental Health Prediction	Classification	XGBoost · Flask
42	Anime Recommendation System	Recommendation	Collaborative Filtering
43	News Category Classifier	NLP	Naive Bayes · scikit-learn
44	Air Quality Index Predictor	Regression	RandomForest · Flask
45	Fake News Detector	NLP	TF-IDF · PassiveAggressive
46	Driver Drowsiness Alert	Computer Vision	Dlib · OpenCV
47	California Housing Prediction	Regression	LightGBM · Flask
48	Earthquake Magnitude Predictor	Regression	DecisionTree · Flask
49	Language Translator	NLP	Transformers · FastAPI
50	SQL Query Generator	Generative AI	LLM · Streamlit

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Tech Stack Overview

Category	Libraries
ML / DL	scikit-learn, XGBoost, CatBoost, TensorFlow, PyTorch, LSTM, CNN
Generative AI	Google Gemini, OpenAI, LangChain, CrewAI, Transformers
Web	Flask, Streamlit, FastAPI
Data	pandas, numpy, matplotlib, seaborn
CV	OpenCV, MediaPipe, Pillow, YOLO, Dlib
Scraping	BeautifulSoup, Selenium, requests

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Structure

Each project is self-contained:

projects/<project-name>/
  src/                  # Core pipeline modules
  templates/            # Flask HTML templates (where applicable)
  app.py                # Web entry point
  requirements.txt      # Dependencies
  setup.py              # Package config
  README.md             # Project-specific docs

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50 projects · 300+ source files · by seyric