stepan-o Goto Github PK
Name: Stepan Oskin
Type: User
Company: Prodigy Game
Bio: Educational Data Scientist at Prodigy Game
Location: Toronto
Blog: prodigygame.com
Stepan Oskin's Projects
analyzing-twitter
Obtaining and analyzing Twitter data using Python
aws
bayesian-stats-simulation-tutorial
Bayesian statistical modelling using numpy and PyMC3. Telling stories using the language of probability. And more!
bibtex
A repository for BibTeX files generated from Mendeley Desktop
ca_election_tweets
Analysis and modelling of tweets related to Canadian Federal election of 2019.
classification
A repository for examples of classification Machine Learning algorithms based on the book Python Machine Learning (2nd edition) by Sebastian Raschka and Vahid Mirjalili
coursera-scala-spark
Repository for use in Big Data Analysis with Scala and Spark course from Coursera
crime_and_punishment
A repository for NLP analysis of Crime and Punishment by Fyodor Dostoyevski
data-science-methodology
A repository containing description of methodology covering various aspects of Data Science.
data-science-program-design
A repository for the final project for the course MIE1624 -- Introduction to Data Science and Analytics. It represents design for a university MEng degree program focusing on the technical side of Data Science.
gds18
Geographic Data Science'18
gds_env
Environment setup and testing of GDS stack
geo
Repository for samples of work with GeoSpatial data
indeed-job-scraper
Scraper to collect job data from Indeed.ca
ipython-parallel-tutorial
tutorial materials for IPython.parallel
kaggle-classification-iris
Repository for ML classification examples using Iris dataset from Kaggle.
keras-text-classification
Example of text classification using TensorFlow and Keras
lab01
Introduction, Setup, and Basic Python
lab02
Basic Python II, Data Handling I
lab03
Data Handling II
linear-algebra
mnist
An example of using ANN on MNIST dataset
movies
Analysis and modelling of movies data
multivariable-calculus
This notebook contains notes from brilliant.org's course on Multivariable Calculus
my-functions
Repository for my functions -- plotting, subsetting, solving, optimizing, etc. For use by scripts in other repositories
neural-networks
Repository containing examples related to neural networks
news
nhl
A repository for analysis and modelling of NHL Draft data.
nhl_draft
A repository for analysis of NHL Draft 2009-2018 data
numpy-samples
Collection of samples from NumPy
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