Vathsala's Projects
A curated list of awesome places to learn and/or practice algorithms.
An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!
Samples for Google Cloud Machine Learning Engine
The 3rd edition of course.fast.ai - coming in 2019
fast.ai Courses
A curated list of data science blogs
Introduction to Deep Neural Networks with Keras and Tensorflow
Running through the Django girls tutorial before the workshop to be better equipped for mentoring. Fingers crossed!
Containers for data science
The fast.ai deep learning library, lessons, and tutorials
Topic Modelling for Humans
work in progress
Code to get you started.
My attempts at solutions to Kaggle competitions
Group 4 Fitness tracker repository for Mid Level Accelerator program
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Tutorial session from PyData Washington DC, Fri 7 October 2016
A collection of design patterns/idioms in Python
scikit-learn: machine learning in Python
Code to work with Tableau Server 9.0 REST API
Winning entry to the Kaggle taxi competition
Text and supporting code for Think Stats, 2nd Edition
TRExt - Tableau Refresh Extract (Externally)
Visual analysis and diagnostic tools to facilitate machine learning model selection.