varuni-d

FitSNAP_AB

Software for generating SNAP machine-learning interatomic potentials

HyperparameterPipeline_Tutorial

Tutorial notebook for hyperparameter tuning for a model set using Pipeline

PredictingBindingAffinity

workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

jupyter-tips-and-tricks

Using Project Jupyter for data science.

ASL-transcription-to-speech-and-text-

Spam-Detection-with-Naive-Bayes-

Spam detection model from scratch using the Naive Bayes algorithm on the Enron dataset

Supervised-Learning-Predictive_Analysis_on_StackOverflow

Predictive Analysis on the response rate for a question posted on Stack Overflow using different ML algorithms.

Computer-Vision-Age-and-Gender-prediction-CNN-with-TensorFlow

Gender and Age Detection Model with Convolutional Neural Networks (CNN)

kaggle-protein-image-classification

This is the solution for Kaggle in-class human protein classification competition.

Springboard-Projects

This rep contains the projects I've completed in partial satisfaction of the Springboard Data Science Career Track Program

Essential-NLP

This repository accompanies the book "Getting Started with Natural Language Processing"

github-tutorial

Time-series-analysis-and-Sales-forecasting

Time series forecasting pipeline to predict weekly sales transactions, including feature engineering, using SARIMAX.

DataCamp_courses

This rep contains completed DataCamp courses

DataCamp_projects

This rep contains DataCamp Projects

ml-on-gcp

Machine Learning on Google Cloud Platform

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 ;)

notes

Course notes

Python-Pandas-from-ground-up-

DS_cheatsheets

Kickstarter-project-EDA-and-predictive-analysis

Python

DeepMind-Advanced-Deep-Learning-and-Reinforcement-Learning

Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind

five-video-classification-methods

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

production-data-science

Production Data Science: a workflow for collaborative data science aimed at production

DS-Take-Home

My solution to the book A Collection of Data Science Take-Home Challenges

2015lab4

Lab for Linear and Logistic Regression, SciKit Learn