habibdraft

tmdb

Small data pipeline for The Movie Database

db-app

REST API that serves public data from Bay Area Rapid Transit

data-structures-and-algorithms

function_approximation

Approximating a sine function with polynomials using Tensorflow, demonstrating how to use weights, SSE loss function, gradient descent, and backpropagation

math-tutor

Predictive modeling and analysis of math student performance data

student_intervention

Student Intervention data

bit-transmission

Interpreting signals sent from an upstream device to a downstream receiver

bnc

Data scraper for the Brave New Coin API

cnn_image_classifier

A Keras-based CNN image classifier with a Tensorflow backend

customer_segments

Clustering segments of customers with PCA and K-means

Hands-On-Q-Learning-with-Python

Hands-On Q-Learning with Python, published by Packt

habibdraft.github.io

RL-agents

Q-learning and SARSA agents with similar performance on Taxi-v2 environment from OpenAI Gym

saw

smartcab

Q-learning driving agent built with pygame

thompson-sampling