Books

These are the online books I'm working on, which cover the main topics of machine learning, computer science, signalprocessing, algorithms and mathematics. The books are far from complete, I constantly work on them but decided topublish them in part to get early feedback and to ship the content today and not tomorrow.

Analysis

Stochastics

Stochastic Processes

  1. Posson-Point-Process
  2. Gaussian Process
  3. Markov Chains

Linear Algebra

Number Theory

Algorithms

Machine Learning

Signal Processing

Information Theory

Control Theory

Game Theory

Music Theory

Logics

Localization

Robotics

Optimization

Computer Graphics

Kinematics

Linux

MySQL

Cheat Sheets