hejia-zhang / AI-lectures

Lecture slides and scripts (LaTeX sources) in AI, Robotics, Machine Learning, Maths, Optimization

AI lectures:

• Introduction to Artificial Intelligence
• Introduction to Robotics
• Introduction to Machine Learning
• Introduction to Optimization
• Maths for Intelligent Systems

Precompiled:

Introduction to Machine Learning

• Full script from summer 2019
• Individual slides and exercises with solutions

Introduction to Optimization

• Full script from summer 2015
• Individual slides and exercises with solutions

Compilation

Ubuntu packages to be installed:

sudo apt-get install \
	texlive-latex-recommended \
	texlive-latex-extra \
	texlive-science \
	fig2dev #or transfig for Ubuntu 16.04 !

Generate the shared pdf pics (from fig-files)

cd latex/pics
./compile.sh

Generated pdf pics for a specific course

cd MachineLearning/pics
./compile.sh

Compile a course

cd MachineLearning
./compile.sh

Compile a single lecture

cd MachineLearning
pdflatex -interaction=nonstopmode 01-introduction
pdflatex -interaction=nonstopmode 01-introduction