John D. 's starred repositories
open-source-cs-python
Video discussing this curriculum:
project-based-learning
Curated list of project-based tutorials
every-programmer-should-know
A collection of (mostly) technical things every software developer should know about
ML-projects
Machine Learning @CSULB
ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
machine-learning-roadmap
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
scikit-learn
scikit-learn: machine learning in Python
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
data-science-roadmap
Learning from multiple companies in Silicon Valley. Netflix, Facebook, Google, Startups
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
machine_learning_refined
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
p1xt-guides
Programming curricula
Stock-price-extractor-for-SQL
A python script to scrape stock prices off NASDAQ API and feed it to MySQL
data-science-portfolio
Describes all my data science experience, with links to individual projects.
pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.