vnikov's repositories
Bayesian-Analysis-with-Python-Second-Edition
Bayesian Analysis with Python - Second Edition, published by Packt
bayesian-machine-learning
Notebooks related to Bayesian methods for machine learning
bayesian-stats-modelling-tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
BDA_py_demos
Bayesian Data Analysis demos for Python
ClassicComputerScienceProblemsInPython
Source Code for the Book Classic Computer Science Problems in Python
course-v3
The 3rd edition of course.fast.ai
DataSciPy
Introduction to Data Science with Python
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
functional_intro_to_python
A functional, Data Science focused introduction to Python
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
intro-to-python
Code for the Safari Live Training - Introduction to Python Programming
IntroductionToProbabilityPy
Jupyter notebooks with the Python equivalent to the R code sections in Blitzstein and Hwang's Introduction To Probability, Second Edition
Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
ML-Live-Intermediate
Machine Learning with scikit-learn for Safari Books Online, intermediate
MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
mlcourse.ai
Open Machine Learning Course
mli-resources
H2O.ai Machine Learning Interpretability Resources
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
numerical-mooc
A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.
numpy-100
100 numpy exercises (100% complete)
numpy_exercises
Numpy exercises.
pycon-pandas-tutorial
PyCon 2015 Pandas tutorial materials
python-list-comprehensions-tutorial
This is the code to go along with the Python list comprehensions video by Daniel Bourke on YouTube.
PythonForDataScience_Udemy
Notes from the Python for Data Science course on Udemy
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
SciComPy
An introduction to Scientific Computing with Python, an advanced course for computer science students at IDC Herzliya
ztdl-5-day-bootcamp
Zero to Deep Learning Bootcamp