MikeHatchi

AIP-ND

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

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.

CORD-19

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

finding_donors

Optimized a donor profile for Charity ML

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

BOT88

Self Driving Racing Car Agent (Deep Deterministic Policy Gradient algorithm)

FHE.Chess

Create an application that plays Chess against an AI oponent. Moves should be encrypted with FHE.

ODetection

MikeHatchi/AIP-ND

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

MikeHatchi/CORD-19

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

MikeHatchi/finding_donors

Optimized a donor profile for Charity ML

MikeHatchi/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.

MikeHatchi/boston_housing

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

MikeHatchi/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.

MikeHatchi/customer_segments

Unsupervised machine learning: creating segments of customers

MikeHatchi/dog_breeds

Dogs breed classifier with CNN

MikeHatchi/Quadcopter_Deep_RL_agent

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

MikeHatchi/Road-Lane-Lines-Curves-Pipeline

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

MikeHatchi/OpenAI_gym_Taxi-v2

OpenAI_gym_Taxi-v2 solved with reinforcement learning - Expected Sarsa

MikeHatchi/py-propagsim

MikeHatchi/RL_Basic_Agent_Dopamine

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

MikeHatchi/titanic_survival

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

MikeHatchi/web_page_scraper