Artificial Intelligence Nanodegree

Term 1: Foundations of AI 🚀

Projects

• Project 1: Sudoku Solver ✅
• Project 2: Isolation: Build a Game-playing Agent ✅
• Project 3: Implement a Planning Search ✅
• Project 4: Build a Sign Language Recognizer ✅

Labs:

• Lab 1: Pacman: Teach pacman to navigate its world. ✔️
• Lab 2: Solving the Traveling Salesman Problem (TSP) with Simulated Annealing ✔️
• Lab 3: Constraint Satisfaction: Solving the 8-Queens problem ✔️

Term 2: Deep Learning and Applications 🚀

Projects

• Project 1: Dog Breed Classifier ✅
• Project 2: Facial Keypoint Detection ✅
• Project 3: Machine Translation ✅
• Project 4: DNN Speech Recognizer ✅

Mini Projects

• Mini Project 1: Mimic Me: Track faces in a video and identify facial expressions using Affectiva ✔️
• Mini Project 2: Bookworm: Learn how to build a simple question-answering agent using IBM Watson ✔️
• Mini Project 3: Build an Alexa History Skill

Labs

• Lab1: Sentiment Analysis ✔️
• Lab2: Voice Data ✔️

Other Mini Projects

• Mini Project 1: Student Admissions in Keras ✔️
• Mini Project 2: Using Keras to analyze IMDB Movie Data ✔️
• Mini Project 3: Training an MLP on MNIST ✔️
• Mini Project 4: Train a CNN to classify images from the CIFAR-10 database ✔️
• Mini Project 5: Train a CNN on augmented images from the CIFAR-10 database ✔️