Recommendations
My curated recommendations for learning mathematics, machine learning, and other subjects.
Mathematics
Olimpiadat e Matematikës (për garuesit me përvojë)
Resources for experienced olympiad competitors:
OTIS Excerpts
Justin Stevens - Olympiad Number Theory
Evan Chen - Euclidean Geometry
Lemmas in Olympiad Geometry
Modern Olympiad Number Theory
Problem Solving Methods in Combinatorics
Canada Winter Camp
Evan Chen Handouts
Yufei Zhao Handouts
Olimpiadat e Matematikës (për garuesit pa përvojë)
Shënimet e mija në teori të numrave
101 Problems in Algebra, 104 Problems in Number Theory, dhe librat e tjere të Andreescut
AOPS books
101 Problems in Algebra, 104 Problems in Number Theory, dhe librat e tjere të Andreescut
AOPS books
Machine Learning
Machine Learning an Applied Mathematics Introduction
by Paul Wilmott
Good introductory text in machine learning.
Good introductory text in machine learning.
Deep Learning
by Ian Goodfellow, Yoshua Bengio, Aaron Courville
Good introductory text on deep neural networks. A little outdated, but does the job.
Good introductory text on deep neural networks. A little outdated, but does the job.
MIT OpenCourseWare
You can find some good courses in machine learning, computer science, and math.
Visit Site
Fast.ai Practical Deep Learning
by Jeremy Howard
Top-down approach to deep learning. Start building models quickly, then dive into the theory. Excellent for practitioners.
Course Website
Top-down approach to deep learning. Start building models quickly, then dive into the theory. Excellent for practitioners.
Distill.pub
Interactive ML Explanations
Beautiful, interactive explanations of machine learning concepts. Excellent visual intuitions for complex topics.
Visit Site
Beautiful, interactive explanations of machine learning concepts. Excellent visual intuitions for complex topics.
Christopher Olah's Blog
Deep insights into neural networks and machine learning. Particularly strong on understanding the inner workings of deep learning models.
Visit Site
Reading
Recommended Books
- Fooled by Randomness - Nassim Nicholas Taleb
- Antifragile - Nassim Nicholas Taleb
- Skin in the Game - Nassim Nicholas Taleb
- On Grand Strategy - John Lewis Gaddis
- Barbarians at the Gate - Bryan Burrough & John Helyar
- Infinite Powers - Steven Strogatz
- Twenty Years of Balkan Tangle - Edith Durham
- Social Justice Fallacies - Thomas Sowell
- How to Win the Premier League - Ian Graham
- Liar's Poker - Michael Lewis
- Zero to One - Peter Thiel
- Kujtime te Kosoves - John Hodgson
- Rrno vetëm për me tregue - At Zef Pllumi
- Pallati i Endrrave - Ismail Kadare