Maryam Veisi's repositories
across_globe_data_science
Data Science projects - An international Team
dataops-docs
Quickly get started with DevOps tools and best practices for building modern data solutions.
SlalomAirflow
Slalom - Airflow Study Group
bankrupt_prediction
Tensorflow estimator example used to predict whether a business will go bankrupt.
List-of-US-States
List of US States in various Rails friendly formats
depression-detect
Predicting depression from acoustic features of speech using a Convolutional Neural Network.
word-embeddings-workshop
This contains materials for the word embeddings workshop at the Practical AI for Women event.
courses-1
fast.ai Courses
spark-1
Mirror of Apache Spark
scikit-class
Examples for the scikit class
Capstone-Project-January-2017
The object of this work is to quantify the factors in influencing user retention for a company. I stratified the data and applied a survival model to predict the lifetimes and the hazards that will surface at different points of a user's life. Then I calculated the Customer Lifetime Value (CLV) for each user based on predicted life.
Trendster
Galvanize Capstone Project Repo: demystifying the evolution of topics over time.
stats-shortcourse
The statistics short course is both a resource and survey of the areas of probability and statistics that are foundational for the data science immersive at Galvanize.
probabilistic-programming-intro
Introduction to probabilistic programming using PyMC3
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
StoryArcs
Capstone project at Galvanize data science program.
live_coding
Live Coding repo for showing to an info session
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
python-anti-patterns
A presentation of commonly observed beginner-mistakes.
self-study-resources
DSI Self Study Resources