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aind-constraint_satisfaction

Constraint Satisfaction Problem lab to solve the N-Queens problem

aind-cv-facialkeypoints

AIND, computer vision capstone project. This repo contains starting code for an end-to-end facial keypoint recognition system that relies on a combination of computer vision and deep learning techniques.

aind-cv-mimic

AIND Computer Vision project: Mimic Me!

aind-isolation

aind-planning

aind-recognizer

aind-simulated_annealing

Jupyter notebook exercise to check your understanding of simulated annealing

aind-sudoku

aind-vui-alexa

aind2-cnn

AIND Term 2 -- Lesson on Convolutional Neural Networks

aind2-cnn_project

aind2-rnn

breastcancerproteomics

Machine Learning Nanodegree Capstone Project looking to predict staging of Breast Cancer patients from Protein Expression Data

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

mlpr_crop_disease_mapping

Crop disease mapping demo with Gaussian processes, for MLPR guest lecture, University of Edinburgh

pac-man

Project From Berkley To Create A Pac-Man AI Player

recipes

reflections

Work For A Udacity Course

skill-sample-nodejs-fact

udacity-mlnd-boston-housing-prices-project

A Script To Predict Housing Prices From A Dataset

udacity-mlnd-customer-segments-project

A Script To Analyse Customer Spending To Classify Customers Into Types, Before Matching These Against Known Types Left Out Of The Dataset

udacity-mlnd-smartcab-project

A reinforcement learning project that introduces an agent into an environment and through use of performance system enables it to learn to reach the destination in the safest, quickest way.

udacity-mlnd-student-intervention-project

Uses Data To Identify Students At Risk Of Dropping Out Allowing Early Intervention

udacity-mlnd-titantic-survival-project

Udacity Project - Using Data of Passengers to Predict Survival