William Duggan's starred repositories
Data-science-design-manual-notebooks
Figure notebooks for "The Data Science Design Manual" (http://www.data-manual.com/)
Expert-Python-Programming-Fourth-Edition
Expert Python Programming, Fourth Edition published by Packt
data-science-from-scratch
code for Data Science From Scratch book
powerbi-desktop-samples
Power BI Desktop sample files for the monthly release. Here you can find the PBIX files used in the monthly release videos.
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
scikit-learn-lambda
Toolkit for deploying scikit-learn models for realtime inference on AWS Lambda
modern-linux.info
Learning Modern Linux book website
ml_pocket_reference
Resources for Machine Learning Pocket Reference
free_r_tips
Free R-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized code tutorials every week.
SQL-for-Data-Analytics
Perform fast and efficient data analysis with the power of SQL
data-science-on-aws
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
modeling-examples
Gurobi modeling examples
sunday-quant-scientist
A Free Newsletter for Quantitative and Algorithmic Trading, Portfolio Analysis, and Investing
awesome-python-for-data-science
A curated list of awesome resources such as books, tutorials, courses, open-source libraries, exercises, and other materials that support Pythonistas in the making, and Pythonistas migrating into Data Science! 📊
idiomatic.js
Principles of Writing Consistent, Idiomatic JavaScript
Virtual-Personal-Assistant-using-Python
In this project, we'll be creating a virtual personal assistant for ourselves using our favorite programming language, Python. We can perform several offline as well as online operations using the bot.
angularjswiki
Learn Angular from basics to advanced topics with simple detailed tutorials and examples.
deep-learning-illustrated
Deep Learning Illustrated (2020)
tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.