Program Catalog
FiltersNew
School of Artificial Intelligence
Introduction to Machine Learning Nanodegree Program
Skills Covered
Introduction to Machine Learning, Supervised Learning, Deep Learning, Unsupervised LearningIn Collaboration With
Kaggle, AWSbeginner
New
School of Artificial Intelligence
Artificial Intelligence for Trading
In Collaboration With
WorldQuantintermediate
School of Artificial Intelligence
Deep Learning
Skills Covered
Deep Learning, Neural Networks, Jupyter Notebooks, CNNs, GANsIn Collaboration With
Amazon Web Services, Facebook Artificial Intelligenceintermediate
School of Artificial Intelligence
Machine Learning Engineer
Skills Covered
Machine Learning, Supervised Learning, Unsupervised Learning, Reinforcement Learning, Deep LearningIn Collaboration With
Kaggle, AWSadvanced
New
School of Artificial Intelligence
Computer Vision
In Collaboration With
Affectiva, Nvidia DLIadvanced
New
School of Artificial Intelligence
Natural Language Processing
In Collaboration With
Amazon Alexa, IBM Watsonadvanced
New
School of Artificial Intelligence
Artificial Intelligence
Skills Covered
AI Algorithms, Search Algorithms, Optimization, Planning, Pattern Recognitionadvanced
New
School of Artificial Intelligence
Deep Reinforcement Learning
In Collaboration With
Unity, NVIDIA Deep Learning Instituteadvanced
Free
School of Artificial Intelligence
Deep Learning
Skills Covered
Neural Networks, Convolutional Neural Networks, Computer Vision, Natural Language Processing, TensorFlowIn Collaboration With
Googleintermediate
Free
School of Artificial Intelligence
Intro to Artificial Intelligence
Skills Covered
Artificial Intelligence, Machine Learning, Probability, Logic and Planning, Markov modelsintermediate
Free
School of Artificial Intelligence
Intro to Machine Learning
Skills Covered
Machine Learning, Supervised Learning, Unsupervised Learning, Evaluation Metrics, Data Manipulationintermediate
Free
School of Artificial Intelligence
A/B Testing
Skills Covered
A/B Testing, Experiment Design, StatisticsIn Collaboration With
Googleintermediate
Free
School of Artificial Intelligence
Intro to Descriptive Statistics
Skills Covered
Descriptive Statistics, Estimation, Central Limit Theorembeginner
New
School of Artificial Intelligence
Intro to Deep Learning with PyTorch
Skills Covered
Deep Learning, PyTorch, Neural Networks, CNNs, LSTMs, Style TransferIn Collaboration With
Facebook AIintermediate
Free
School of Artificial Intelligence
Machine Learning
Skills Covered
Supervised Learning, Unsupervised Learning, Information Theory, Reinforcement Learning, Game TheoryIn Collaboration With
Georgia Institute of Technologyintermediate
New
School of Artificial Intelligence
Intro to TensorFlow for Deep Learning
In Collaboration With
TensorFlowintermediate
Free
School of Artificial Intelligence
Introduction to Computer Vision
Skills Covered
Image Processing, Stereo Geometry, Feature Detection & Matching, Object Tracking, Classification & RecognitionIn Collaboration With
Georgia Institute of Technologyintermediate
Free
School of Artificial Intelligence
Artificial Intelligence for Robotics
Skills Covered
Probabilistic Models, Kalman Filters, Motion Planning, Robot Control, Simultaneous Localization & MappingIn Collaboration With
Georgia Institute of Technologyadvanced
Free
School of Artificial Intelligence
Machine Learning for Trading
Skills Covered
Pandas, Time Series Analysis, Computational Investing, Algorithmic Trading, Reinforcement Learning for TradingIn Collaboration With
Georgia Institute of Technologyintermediate
Free
School of Artificial Intelligence
Reinforcement Learning
Skills Covered
Temporal Difference Learning, Value Iteration, Policy Iteration, Reward Shaping, Game TheoryIn Collaboration With
Georgia Institute of Technologyadvanced
Free
School of Artificial Intelligence
Data Analysis with R
Skills Covered
R, Exploratory Data Analysis, Data VisualizationIn Collaboration With
Facebookintermediate
Free
School of Artificial Intelligence
Intro to Hadoop and MapReduce
Skills Covered
Big Data, Hadoop, MapReduceIn Collaboration With
Clouderaintermediate
Free
School of Artificial Intelligence
Linear Algebra Refresher Course
Skills Covered
Algebra, Python, Vectors, Intersectionsintermediate
Free
School of Artificial Intelligence
Data Visualization and D3.js
Skills Covered
d3.js, Design of Visualizations, Data Visualization, Visual EncodingsIn Collaboration With
Zipfianintermediate
Free
School of Artificial Intelligence
Artificial Intelligence
Skills Covered
Artificial Intelligence, Probability, Bayesian Networks, Logic and Planning, Machine LearningIn Collaboration With
Georgia Institute of Technologyintermediate
Free
School of Artificial Intelligence
Eigenvectors and Eigenvalues
Skills Covered
Linear Algebra, Eigenvectors, Eigenvaluesbeginner
Free
School of Artificial Intelligence
Machine Learning: Unsupervised Learning
Skills Covered
Randomized Optimization, Clustering, Feature Selection, Feature Transformation, Information TheoryIn Collaboration With
Georgia Institute of Technologyintermediate
Free
School of Artificial Intelligence
Knowledge-Based AI: Cognitive Systems
Skills Covered
Semantic Networks, Common-Sense Reasoning, Logic & Planning, Analogical Reasoning, Visuospatial ReasoningIn Collaboration With
Georgia Institute of Technologyadvanced
Free
School of Artificial Intelligence
Real-Time Analytics with Apache Storm
Skills Covered
Data Analysis, Real-time Analytics, Apache StormIn Collaboration With
Twitterintermediate
Free
School of Artificial Intelligence
Model Building and Validation
Skills Covered
Questioning, Modeling, Validation, Data Analysis, QMV ProcessIn Collaboration With
AT&Tadvanced
Free
School of Artificial Intelligence
Big Data Analytics in Healthcare
Skills Covered
Data Analytics, Health Care Applications, AlgorithmsIn Collaboration With
Georgia Institute of Technologyintermediate