Learning Resources

Books, MOOCs, open-access courses, tutorials, and training links.

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🎓 MOOCs & Online Courses

Coursera

• https://coursera.org
• Cloud computing, scientific programming, ML, earth science.

edX

• https://edx.org
• MIT, Harvard, Caltech courses across STEM.

Udacity

• https://www.udacity.com/school-of-data-science
• Data science & cloud engineering.

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📚 Open Textbooks

Computational Physics by Mark Newman

• https://www-personal.umich.edu/~mejn/cp/

OpenStax

• Open textbooks for physics, chemistry, biology, mathematics.
• https://openstax.org

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📘 Scientific Computing Books (Free)

Numerical Recipes (older edition free)

• https://numerical.recipes

Python Data Science Handbook

• https://jakevdp.github.io/PythonDataScienceHandbook/

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🧬 Machine Learning & AI

Deep Learning Book (Goodfellow)

• https://www.deeplearningbook.org

fast.ai Courses

• https://course.fast.ai

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☁ Cloud & HPC

HPC Carpentry

• https://hpc-carpentry.github.io

Linux Foundation Courses

• https://training.linuxfoundation.org

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