Behrouz B.'s repositories
Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
awesome-azure-learning
This repo includes plenty of references for Azure learning, especially for the Azure certs and Azure architecture, and any other learning materials e.g. security and automation topics.
BDA_course_Aalto
Bayesian Data Analysis course at Aalto
behrouz-bakhtiari
Config files for my GitHub profile.
behrouz-bakhtiari.github.io
A Jekyll version of the Clean Blog theme by Start Bootstrap
behrouz-bakhtiari2.github.io
A simple jekyll theme for blogging
blackjack
Solution to Kaggle's blackjack challenge.
BOAST
Book Of Apps for Statistics Teaching
cheatsheets
RStudio Cheat Sheets
cmu-comp-or
A series of tutorials for conducting computational experiments with optimization solvers
codespaces-teaching-template-py
Codespaces template for teaching Python
ExcelNumericalDemos
A set of numerical demonstrations in Excel to assist with teaching / learning concepts in probability, statistics, spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz
hands-on-rl
Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
lecture_i2ml
gh-page
Machine-Learning-Books-With-Python
Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python
ml-basics
Exercise notebooks for Machine Learning modules on Microsoft Learn
mslearn-dp100
Lab files for Azure Machine Learning exercises
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pysd
System Dynamics Modeling in Python
PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
PyTorchStepByStep
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
scikit-learn
scikit-learn: machine learning in Python
SDMR
Resources for text book "System Dynamics Modeling with R"