Learning Pathways
Structured learning paths combining blog posts, interactive demos, and hands-on projects to master complex topics.
Learning PathWant to LearnMachine Learning
Machine Learning Fundamentals
A comprehensive pathway from basic mathematics to implementing your first ML models. Learn linear algebra, calculus, and practical ML algorithms.
8Materials
4Demos
40 hoursTotal
Machine LearningMathematicsPythonNeural Networks
Learning PathDeep DiveAlgorithms
Algorithm Design Mastery
Master the art of designing efficient algorithms. From basic data structures to advanced graph algorithms and dynamic programming.
12Materials
8Demos
60 hoursTotal
AlgorithmsData StructuresGraph TheoryDynamic Programming
Learning PathJust CuriousMathematics
Mathematics for Computer Science
Build a strong mathematical foundation for advanced CS topics. Covers discrete math, probability, and computational theory.
6Materials
3Demos
30 hoursTotal
MathematicsDiscrete MathProbabilityTheory