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Data Science and ML

Data Science Fundamentals Machine Learning Fundamentals Neural Networks & Deep Learning NLP LLMs Beginner Projects Intermediate Projects Sentiment Analyzer: Classifying Real Text at Scale Customer Churn Predictor: A Full ml1 Model Comparison Movie Recommender: A New Question for dsproj1-5's Own Dataset Digit Recognizer: A First Real CNN Weather Forecaster: Predicting Tomorrow From dsproj1-3's Own Log Named Entity Extractor: Structured Information From Real Documents Using an LLM API as a Data Labeling Tool Capstone: An End-to-End ML-Powered Mini App

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Intermediate Projects

1. Sentiment Analyzer: Classifying Real Text at Scale
2. Customer Churn Predictor: A Full ml1 Model Comparison
3. Movie Recommender: A New Question for dsproj1-5's Own Dataset
4. Digit Recognizer: A First Real CNN
5. Weather Forecaster: Predicting Tomorrow From dsproj1-3's Own Log
6. Named Entity Extractor: Structured Information From Real Documents
7. Using an LLM API as a Data Labeling Tool
8. Capstone: An End-to-End ML-Powered Mini App