romanroibu / udacity-aind

🧠 Artificial Intelligence Nanodegree | Udacity

Udacity Artificial Intelligence Nanodegree

Roman Roibu

Part 1: Foundations of AI

Game-Playing, Search, Optimization, Probabilistic AIs, Hidden Markov Models.

type	name	tags
project	Sudoku Solver
project	Game-Playing Agent
lab	Pac-Man
lab	Simulated Annealing
lab	Constraint Satisfaction
project	Planning Search
project	Sign Language Recognizer

Part 2: Deep Learning and Applications

Deep Learning, Convolutional Neural Networks, Recurrent Neural Networks, Computer Vision, Speech, Natural Language Processing.

type	name	tags
lab	Deep Learning Basics
lab	Convolutional Neural Networks
project	Dog Breed Classifier
lab	Deep Learning Foundation
project	Time Series Prediction and Text Generation

Part 3: Computer Vision

Computer Vision, Convolutional Neural Networks, Object Recognition, Face Detection, Video Analysis.

type	name	tags
lab	Mimic Me!
capstone project	Facial Keypoint Detection

Certificate of Completion