Vasudev Dehalwar

10 AI and Machine Learning textbooks (in downloadable PDF format) 1️⃣ Understanding Machine Learning, covers theory and algorithms, top pick for beginners 🔗 cs.huji.ac.il/~shais/Underst… 2️⃣ Mathematical Foundations of Machine Learning, start here if your math skills need a boost 🔗 mml-book.github.io/book/mml-… 3️⃣ Mathematical Analysis of Machine Learning Algorithms 🔗 tongzhang-ml.org/lt-book/lt-… 4️⃣ Theoretical Principles of Deep Learning 🔗 arxiv.org/pdf/2106.10165 5️⃣ Neural Networks and Machine Learning 🔗 arxiv.org/pdf/1901.05639 6️⃣ Graph Deep Learning 🔗 yaoma24.github.io/dlg_book/d… 7️⃣ The Algorithmic Perspective on Machine Learning 🔗 people.csail.mit.edu/moitra/… 8️⃣ Probability Theory: Theory and Examples 🔗 sites.math.duke.edu/~rtd/PTE… 9️⃣ Fundamentals of Applied Probability 🔗 sites.math.duke.edu/~rtd/EP4… 🔟 Advanced Data Analysis 🔗 stat.cmu.edu/~cshalizi/ADAfa…

Mathematics for Trading — 151 Strategies (download 361-page PDF): papers.ssrn.com/sol3/papers.…