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Projects in machine learning
All projects in machine learning
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63 projects
- Practice projectData science • Data analytics • Python • Machine learning
Analyze NFL Stats with Python
Predict winning NFL games from game stats using logistic regression. Then find out which game stats are most important to your model.More guidance, - Practice projectMachine learning • Data science
Analyze Taylor Swift Lyrics with Python
Use sentiment analysis and natural language processing to discover how Taylor Swift’s underlying themes and vibes have changed throughout her career.Less guidance, - Practice projectData analytics • Data science • Python • Machine learning
Analyze Traffic Safety Data with Python
Visualize traffic safety data and analyze the relationship between collisions and smartphone usage over timeMore guidance, - Practice projectData science • Python • Machine learning
Analyzing Recommendation System Performance Across Model Versions
Analyze the performance and cost-effectiveness of an e-commerce recommendation system across three model versions. You’ll investigate whether newer models deliver better results, identify performance differences across customer segments, and determine which model version provides the best ROI.More guidance, - Portfolio projectAI • Python • Data science • Machine learning
Build an AI Agent for Travel Planning
Create an AI-powered trip planning application using Streamlit that demonstrates your skills in building agentic AI systems with tool calling, real-time data integration, and user feedback loops.Independent,Portfolio Ready - Practice projectPython • Data science • Machine learning • AI
Build an AI Image Classification Dashboard with Streamlit
Build a professional web application for image classification using Streamlit and Hugging Face transformers, featuring real-time predictions, classification history, and analytics visualization.More guidance, - Practice projectPython • AI • Data science • Machine learning
Build Neural Networks for Classifying Digits and Time-Series Predictions
Apply your knowledge of neural network architectures by building and training various models for classification and time series prediction tasks using popular real-world datasets.More guidance, - Practice projectPython • AI • Machine learning • Game development
Build Your Own Connect Four AI
In this project you’ll make your own Connect Four AI and try to beat oursMore guidance, 42 min - Practice projectPython • Machine learning • AI • Data science
Cancer Classifier
Classify tumors as either malignant or benign using K-Nearest Neighbors.More guidance, 57 min