MikeHatchi

AIP-ND

Image classifier (deep learning - CNN) - AI prog. Python - NanoDegree (Udacity 2018)

CORD-19

NLP- COVID-19 Open Research Dataset Challenge (CORD-19) - Kaggle

finding_donors

Optimized a donor profile for Charity ML

Big-Mart-Sales-III

1559 products across 10 stores in different cities -> predictive model which find out the sales of each product at a particular store.

boston_housing

Data collected for housing prices in the Boston, Massachusetts area to predict the selling price of a new home.

client-server-docker-compose-example

Docker-Compose Client/Server example. Created for "A beginner's guide to Docker - how to create a client/server side with docker-compose" article on HereWeCode.

customer_segments

Unsupervised machine learning: creating segments of customers

dog_breeds

Dogs breed classifier with CNN

Quadcopter_Deep_RL_agent

teach a quadcopter how to fly - deep reinforcement learning (Deep Deterministic Gradient Policy).

Road-Lane-Lines-Curves-Pipeline

Computer vision project: built a road lane lines curves pipeline for Self-Driving Car

OpenAI_gym_Taxi-v2

OpenAI_gym_Taxi-v2 solved with reinforcement learning - Expected Sarsa

py-propagsim

RL_Basic_Agent_Dopamine

I have trained an RL agent using a random policy in Asterix environment.

titanic_survival

Exploration of titanic survival dataset (Udacity Machine Learning Engineer NanoDegree)

web_page_scraper