Environment Setup

Download and install the Python 3.6 version of Anaconda

Verify that you can launch jupyter by running

jupyter notebook

in the Anaconda prompt.

Python Tutorials

We strongly recommend familiarizing yourself with Python basics before starting with mini projects. Some recommended resources are:

Recommended Texts.

Item Author Book Title
1 Kishore S. Trivedi “Probability & Statistics with Reliability, Queuing, and Computer Science Applications”
2 Trevor Hastie, Robert Tibsshirani, and Jerome Friedman “The Elements of Statistical Learning: Data Mining, Inference, and Prediction”, Second Edition
3 Class Notes Ravishankar K. Iyer (PDF/PPTs)

Probability Review

Item Link Name
1 Link Prof. Hajek’s course notes for ECE313
2 Link Prof. Iyer’s lecture slides for ECE313