3 тысяч подписчиков
58 видео
Boolean Circuits
Public Key Infrastructure
Digital Signatures
Computing with Bathroom Tiles
Reinforcement Learning
Public Key Cryptography
Traveling Salesperson Problem Approximation
Attention in Neural Networks
Machine Learning Evaluation
Convolutional Neural Networks
Decision Trees
Logistic Regression
The Halting Problem
Machine Learning Summary
Feature Modeling
Distributed Hash Tables (DHTs)
Bias-Variance Tradeoff
The Turing Machine
Database Basics
Regularization
Selfish Caching and The Price of Anarchy
The Post Correspondence Problem (PCP)
NP-Hardness
P and NP
Bin Packing Approximation
Database Modeling and Joins
Vertex Cover Approximation
Computability Summary
Neural Networks Summary
Key Exchange
Linear Relaxation
Generalization and Overfitting
Overlay Networks
Gradient Descent
Advanced Topics in Python: Types, Objects, Parameters, Scope and Copying
Paxos Explained
Clock Synchronization
The Universal Approximation Theorem of Neural Networks
Recurrent Neural Networks
Learning the Python Programming Language in 8 Minutes
