Shypd.aiThe largest open index of AI toolsdata-science-learning-resources is a Research & Education tool that provides a curated collection of helpful data science and machine learning resources. It includes resources for programming, machine learning, and leadership & strategy, all personally vetted by the creator.
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data-science-learning-resources is a comprehensive collection of curated learning materials for data science and machine learning. The repository, maintained by Bradley Boehmke, focuses on resources that the creator has personally read and found helpful, ensuring a high level of quality and relevance. It categorizes resources into key areas such as Programming (Python, R, Spark, Command Line, Containers, Functional Programming, Version Control, Code Packaging, Style Guide, Testing), Machine Learning (General, Unsupervised Modeling, A/B Testing, various algorithms like MARS, KNN, Random Forests, GBM, Deep Learning, Ensembles, NLP, Recommendation Systems, Tuning, Feature Engineering, Interpretability, AutoML, Benchmarking, Resampling, Productionalization, Model Monitoring), and Leadership & Strategy (Management & Leadership, Cloud Strategy, Product, Performance Reviews). This makes it an invaluable resource for anyone looking to deepen their understanding and skills in these domains.
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