From 3b43512a758b114b3a33196b4509016e0759fd84 Mon Sep 17 00:00:00 2001 From: Devanaboyina Charan Chaitanya <168327487+pardeep1916P@users.noreply.github.com> Date: Mon, 5 Oct 2026 13:10:22 +0530 Subject: [PATCH] docs(ai-data-scientist): expand learning resources for mathematics and coding topics (#10416) Co-authored-by: Charan Chaitanya Devanaboyina --- .../content/coding@XLDWuSt4tI4gnmqMFdpmy.md | 3 ++- .../content/mathematics@aStaDENn5PhEa-cFvNzXa.md | 8 +++++++- 2 files changed, 9 insertions(+), 2 deletions(-) diff --git a/roadmaps/ai-data-scientist/content/coding@XLDWuSt4tI4gnmqMFdpmy.md b/roadmaps/ai-data-scientist/content/coding@XLDWuSt4tI4gnmqMFdpmy.md index f9ad195bd..5c5e37a59 100644 --- a/roadmaps/ai-data-scientist/content/coding@XLDWuSt4tI4gnmqMFdpmy.md +++ b/roadmaps/ai-data-scientist/content/coding@XLDWuSt4tI4gnmqMFdpmy.md @@ -8,4 +8,5 @@ Visit the following resources to learn more: - [@official@The R Manuals (CRAN)](https://cran.r-project.org/manuals.html) - [@course@Python for Data Science, AI & Development](https://www.coursera.org/learn/python-for-applied-data-science-ai) - [@course@Kaggle Learn: Python](https://www.kaggle.com/learn/python) -- [@article@Introduction to Data Science with Python (Harvard)](https://pll.harvard.edu/course/introduction-data-science-python) \ No newline at end of file +- [@course@Introduction to Data Science with Python (Harvard)](https://pll.harvard.edu/course/introduction-data-science-python) +- [@book@Python Data Science Handbook](https://jakevdp.github.io/PythonDataScienceHandbook/) diff --git a/roadmaps/ai-data-scientist/content/mathematics@aStaDENn5PhEa-cFvNzXa.md b/roadmaps/ai-data-scientist/content/mathematics@aStaDENn5PhEa-cFvNzXa.md index aed6f5aca..a6ee90f6a 100644 --- a/roadmaps/ai-data-scientist/content/mathematics@aStaDENn5PhEa-cFvNzXa.md +++ b/roadmaps/ai-data-scientist/content/mathematics@aStaDENn5PhEa-cFvNzXa.md @@ -4,4 +4,10 @@ Mathematics provides the foundational language and tools for understanding and b Visit the following resources to learn more: -- [@book@Linear Algebra Done Right - Sheldon Axler](https://linear.axler.net/LADR4e.pdf) \ No newline at end of file +- [@course@Linear Algebra (Khan Academy)](https://www.khanacademy.org/math/linear-algebra) +- [@course@Multivariable Calculus (Khan Academy)](https://www.khanacademy.org/math/multivariable-calculus) +- [@video@Essence of Linear Algebra (3Blue1Brown)](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab) +- [@video@Essence of Calculus (3Blue1Brown)](https://www.youtube.com/playlist?list=PLZHQObOWTPOMsr9K-rj53DwVRMYO3t5Yr) +- [@book@Mathematics for Machine Learning - Deisenroth, Faisal, Ong](https://mml-book.github.io/) +- [@book@Calculus Online Textbook - Gilbert Strang (MIT)](https://ocw.mit.edu/courses/res-18-001-calculus-fall-2023/mitres_18_001_f17_full_book.pdf) +- [@book@Linear Algebra Done Right - Sheldon Axler](https://linear.axler.net/LADR4e.pdf)