machine-learning-research

machine-learning-research

✨ ML/AI & Bio/Medicine Research

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The 'machine-learning-research' repository is a comprehensive collection of resources related to mathematics, machine learning, deep learning, artificial intelligence, data science, and various scientific fields. It includes materials such as courses, tutorials, books, podcasts, communities, online courses, papers, and dissertations. The repository covers topics ranging from fundamental math skills to advanced machine learning concepts, with a focus on applications in healthcare, genetics, computational biology, precision health, and AI in science. It serves as a valuable resource for individuals interested in learning and researching in the fields of machine learning and related disciplines.

README:

ML Research

Table of Contents

Learning Roadmap

Mathematics

General Math

How to learn mathematics

Linear Algebra

Statistics

Calculus

Optimization

Programming

Python

ML Engineering

Artificial Intelligence

Data Science

Machine Learning

Deep Learning

Deep Reinforcement Learning

PyTorch

ML/AI & Healthcare

ML/AI & Biology

Podcasts

Questions and Answers

Databases

Meta / Lists

Science

Fundamentals

Science

Biology

Cancer

Genetics

Computational Biology

Precision Health

Meta

Science: Q&A

Careers

Interview Prep

Jobs

Projects

Community

People

Research & Laboratories

Communities

Central Resources

License

MIT © TK

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