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a-b-testing-and-beyond

Information and content associated with "A/B Testing and Beyond", a continuing eduction certificate offered by the University of San Francisco's Data Institute.

active_learning_imagenet

Coding exercise to extend tensorflow for imagenet to active learning, for use in a job interview or similar.

activityinequality

Data release for Activity Inequality paper

analysis

annotation_imagenet

Coding exercise to extend to create an annotation tool for ImageNet labels on Machine Learning output

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

bad-data-guide

An exhaustive reference to problems seen in real-world data along with suggestions on how to resolve them.

beyond_word2vec

Slides for my doc2vec workshop/talk

box-plots-sklearn

An implementation of some of the tools used by the winner of the box plots competition using scikit-learn.

calc3

Simple javascript calculator for course labs

chipy_finsig_2017_08

coding-the-matrix

The Coursera course Coding the Matrix: Linear Algebra through Computer Science Applications by Philip Klein

comics

concept-to-clinic

ALCF Concept to Clinic Challenge

course-resources-ml-with-experts-budgets

Further student resources for DrivenData's 'Machine Learning with the Experts: School Budgets' DataCamp course.

courseraml

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

d3-book

Sample code files to accompany the book “Interactive Data Visualization for the Web”

data

Data and code behind the stories and interactives at FiveThirtyEight

data-analysis

Data Analysis Using Python

data-science-from-scratch

code for Data Science From Scratch book

datacamp_facebook_live_dataframed

DataCamp Facebook Live Code Along Session 4: Learn techniques that guests on the DataFramed podcast say are their favourite. Enjoy!

datacamp_facebook_live_nlp

DataCamp Facebook Live Code Along Session 1: Enjoy.

datasciencecoursera

Repository for Coursera Data Science Toolbox Class

datasets

CSV datasets used in Plotly API examples

datasharing

The Leek group guide to data sharing

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

demo_20240205

Demo for interview 2024-02-05

doing_bayesian_data_analysis

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

effectivetensorflow

TensorFlow tutorials and best practices.