Vamsi Sistla's Projects
Public material for CS109
Materials for UC Berkeley School of Information course Applied Machine Learning
Resource for MIDS Summer 2019 Machine Learning study group.
This repo go over basics of AB Testing followed by a quick test drive of basics of AB Testing followed by Multi Arm Bandit overview and a demo of EpsilonGreedy Algorithm for AB Testing
An exploration of the Bay Area Bike Share data using SQL and Google BigQuery
This repo for Visa Big Data Learning Path
A Course in Machine Learning
code
Code Repo For Code For Democracy
My implementation of useful data structures, algorithms, as well as my solutions to programming puzzles.
data folder
Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
Predict departure delay/no delay, where a delay is defined as 15-minute delay (or greater) with respect to the planned time of departure. This prediction should be done two hours ahead of departure (thereby giving airlines and airports time to regroup and passengers a heads up on a delay).
This repo has few of the gpu training demos
The missing package manager for OS X.
Syracuse University School of Information course on Python programming for data analysis.
This is Kaggle Competition for Forest Cover Type Prediction
A booklet on machine learning systems design with exercises
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
Bonus materials, exercises, and example projects for our Python tutorials
Resources for coming up to speed on everything necessary to tackle the MIDS curriculum
short demo running ML model in docker cluster using gcp
Community for reading, prototyping and researching papers that address interpretability and explainability
Syllabus & reference material
This repo is created to show case some of the NLP biases in data and algorithms