Teaching
Introduction to Machine Learning in Python
Introduction to Machine Learning in Python
The goal of this course is to introduce elementary practical concepts of machine learning for CS students specializing in Data Science track at MTA.
Introduction to Scientific Programming in MATLAB
Introduction to Scientific Programming in MATLAB
An introductory course for scientific programming in MATLAB for non-CS graduate students at the University of Haifa.
Git for gits
Git for gits
In this mini-course (8 hours) I introduce Git - a leading version control system.
Deep learning for Sequential Data
Deep learning for Sequential Data
This course teaches how to build deep learning models for sequential data. Recent developments in deep learning sequence algorithms are enabling numerous exciting applications in speech recognition, machine translation, natural language understanding and generation, and many others.