A collection of educational materials, slides, and problem sets I have created or curated over the years. Designed for students, researchers, and developers, these resources aim to simplify complex concepts in Machine Learning, Mathematics, and Competitive Programming.
Slides
| Year |
Title |
Event / Context |
Link |
| 2024 |
Machine Learning 101 |
ENIM |
View |
| 2024 |
General Intro. to AI |
ENIM |
View |
| 2024 |
The (Statistical) Theory of Learning |
ENSIAS |
View |
| 2023 |
Neurons coding Perceptrons! |
ENSIAS |
View |
| 2023 |
ExoWeb.AI |
AfAS | FSR |
View |
| 2022 |
Intro. to ML and AI |
ENSIAS |
View |
| 2022 |
Applications of ML in Astronomy |
ENSIAS/ENIM |
View |
| 2022 |
Non Linear Data Structures |
ENSIAS |
View |
| 2022 |
Intro to the Theory of Computation |
ENSIAS |
View |
| 2022 |
Hands on CP Vjudge |
ENSIAS |
View |
| 2022 |
Two Pointers Algorithms |
ENSIAS |
View |
Handbooks
| Year |
Title |
Issued By |
Link |
| 2023 |
ML Handbook: from Theory to Code |
ENSIAS |
PDF |
| 2022 |
Informatics Handbook for CPGE |
CPGE |
PDF |
| 2022 |
TIPE Handbook for CPGE |
CPGE |
PDF |
Competitive Programming Problems
| Contest |
Problem Name |
Tags |
Link |
| AIAC 2025 |
mayday mayday mayday |
Geometry |
Solve |
| ITholic 2025 |
Zero Distance |
Geometry |
Solve |
| ITholic 2025 |
Propaganda Risk - Easy |
Graph, Probabilities |
Solve |
| ITholic 2025 |
Propaganda Risk - Hard |
Graph, Probabilities |
Solve |
| ITholic 2025 |
huh? |
Cryptography |
Solve |
| ITholic 2024 |
A Hard Path |
DP, Sliding Windows |
Solve |
| ITholic 2024 |
Statements Are Obsolete |
Sample Simulation |
Solve |
| ITholic 2024 |
A Small Price to Pay… |
Monte Carlo, Algebra |
Solve |
| ITholic 2024 |
настоящий хоровод |
Combinatorics |
Solve |
| CP Camp 2023 |
A Special Walk |
DP, Number Theory |
Solve |
| ITholic 2023 |
Adil in Minecraft |
Markov Chain, Graphs |
Solve |
| ITholic 2023 |
Bambina and the Infinite… |
Cryptography |
Solve |
| ITholic 2023 |
Aziza and the VR |
Probability, Two Pointers |
Solve |
| ITholic 2023 |
Mr Belhich |
Simple Math |
Solve |
| MNPC 2022 |
Bored Hamza |
Math, Geometry |
Solve |
| MNPC 2022 |
Let’s walk a little bit |
Graphs, BFS, DFS |
Solve |
| Type |
Event / Topic |
Link |
| Webinar |
Dr. Evgeny Smirnov: ML and Astronomy |
Watch |
| Course |
ENSIAS AI Club: Theory of Statistical Learning |
Watch |
| Podcast |
ENSIAS Radio: AI, Pop Science, Research |
Listen |