Bookmarks
A curated collection of Data Science, Machine Learning, and AI resources bookmarked by N S Rawat.
Learning Platforms
deeplearning.ai
- Author
- Andrew Ng
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Stanford CS229 - Machine Learning
- Author
- Stanford University
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Google ML Crash Course
- Author
- Bookmarked on
fast.ai - Practical Deep Learning
- Author
- fast.ai
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Coursera - Machine Learning Specialization
- Author
- Andrew Ng
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Kaggle - Machine Learning Competitions
- Author
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DataCamp Learning Path
- Author
- DataCamp
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Libraries & Frameworks
LangChain Documentation
- Author
- LangChain
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XGBoost Documentation
- Author
- XGBoost
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Hugging Face - Transformers
- Author
- Hugging Face
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PyTorch Documentation
- Author
- Meta
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Scikit-learn Documentation
- Author
- Scikit-learn
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TensorFlow Tutorials
- Author
- Bookmarked on
Pandas User Guide
- Author
- Pandas
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Python Data Science Handbook
- Author
- Jake VanderPlas
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Research & Papers
Visualization & Tools
Blogs & Communities
Datasets
Amazon Product Reviews
- Author
- Kaggle
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Yelp Open Dataset
- Author
- Yelp
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Hugging Face Datasets
- Author
- Hugging Face
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Kaggle Telecom Churn Dataset
- Author
- Kaggle
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Kaggle Online Retail Dataset
- Author
- Kaggle
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M5 Forecasting (Walmart Sales)
- Author
- Kaggle
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UCI Energy Consumption
- Author
- UCI
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Tools & Libraries
Sentence Transformers
- Author
- UKP Lab
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Streamlit (Data Apps)
- Author
- Streamlit
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Gradio (ML Demos)
- Author
- Gradio
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FastAPI (Prediction APIs)
- Author
- FastAPI
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Prophet (Meta's Forecasting Library)
- Author
- Meta
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MLflow (Experiment Tracking)
- Author
- MLflow
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Weights & Biases
- Author
- W&B
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GitHub Repos
Awesome Lists
- Author
- Sindre Sorhus
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Awesome Python
- Author
- Vinta
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Awesome Machine Learning
- Author
- Joseph Misiti
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Awesome Data Science
- Author
- Academic
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Awesome MLOps
- Author
- Visenger
- Bookmarked on
Developer Roadmap (roadmap.sh)
- Author
- Kamran Ahmed
- Bookmarked on
Python Data Science Handbook
- Author
- Jake VanderPlas
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Hands-On ML 3 (O'Reilly)
- Author
- Aurélien Géron
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Designing ML Systems (O'Reilly)
- Author
- Chip Huyen
- Bookmarked on
Neural Networks: Zero to Hero
- Author
- Andrej Karpathy
- Bookmarked on
minGPT
- Author
- Andrej Karpathy
- Bookmarked on
Project Based Learning
- Author
- Practical Tutorials
- Bookmarked on
Build Your Own X
- Author
- CodeCrafters
- Bookmarked on
Awesome Generative AI Guide
- Author
- Aishwarya Naresh Reganti
- Bookmarked on
Made With ML
- Author
- Goku Mohandas
- Bookmarked on
More resources coming soon.