Program Catalog
FiltersNew
School of Artificial Intelligence
Intro to Machine Learning with TensorFlow
Skills Covered
TensorFlow, Deep Learning, scikit-learn, Supervised Learning, Unsupervised LearningIn Collaboration With
Kaggle, AWSbeginner
New
School of Artificial Intelligence
AI Product Manager
Skills Covered
AI Products, Training ML Models, Annotating Datasets, Prototyping a ProductIn Collaboration With
Figure Eightbeginner
New
School of Artificial Intelligence
Intro to Machine Learning with PyTorch
Skills Covered
Introduction to Machine Learning, Supervised Learning, Deep Learning, Unsupervised LearningIn Collaboration With
Kaggle, AWSbeginner
New
School of Artificial Intelligence
Machine Learning Engineer
Skills Covered
Machine Learning, Supervised Learning, Unsupervised Learning, Deep LearningIn Collaboration With
Kaggle, AWSadvanced
New
School of Artificial Intelligence
AI Programming with Python
Skills Covered
Python, NumPy, Pandas, Matplotlib, PyTorchbeginner
School of Artificial Intelligence
Deep Learning
Skills Covered
Deep Learning, Neural Networks, Jupyter Notebooks, CNNs, GANsintermediate
New
School of Artificial Intelligence
Artificial Intelligence for Trading
Skills Covered
Momentum Trading Strategy, Smart Beta, Alpha Factors, Natural Language Processing, Deep Learning, Neural NetworksIn Collaboration With
WorldQuantintermediate
New
School of Artificial Intelligence
Computer Vision
Skills Covered
Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Simultaneous Localization and Mapping (SLAM), Object Tracking, Image Classification, Deep LearningIn Collaboration With
Affectiva, Nvidia DLIadvanced
New
School of Artificial Intelligence
Natural Language Processing
Skills Covered
Machine Learning, Speech Recognition, Sentiment Analysis, Machine Translation, Part of Speech TaggingIn Collaboration With
Amazon Alexa, IBM Watsonadvanced
New
School of Artificial Intelligence
Deep Reinforcement Learning
Skills Covered
Reinforcement Learning, Neural Networks, PyTorch, Deep Q-Networks (DQN), Deep Deterministic Policy Gradients (DDPG)In Collaboration With
Unity, NVIDIA Deep Learning Instituteadvanced
New
School of Artificial Intelligence
Artificial Intelligence
Skills Covered
AI Algorithms, Search Algorithms, Optimization, Planning, Pattern Recognitionadvanced
New
School of Artificial Intelligence
AWS DeepRacer
Skills Covered
Machine Learning, Reinforcement Learning, AWS DeepRacerIn Collaboration With
AWS DeepRacerintermediate
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
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
Eigenvectors and Eigenvalues
Skills Covered
Linear Algebra, Eigenvectors, Eigenvaluesbeginner
Free
School of Artificial Intelligence
Introduction to Machine Learning Course
Skills Covered
Machine Learning, Supervised Learning, Unsupervised Learning, Evaluation Metrics, Data Manipulationintermediate
New
School of Artificial Intelligence
Secure and Private AI
In Collaboration With
Facebook AIadvanced
New
School of Artificial Intelligence
Introduction to TensorFlow Lite
Skills Covered
TensorFlow Lite, Deep Learning Models, Android, iOS, LinuxIn Collaboration With
TensorFlow Liteintermediate
New
School of Artificial Intelligence
Intro to TensorFlow for Deep Learning
In Collaboration With
TensorFlowintermediate
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
A/B Testing
Skills Covered
A/B Testing, Experiment Design, StatisticsIn Collaboration With
Googleintermediate
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
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
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
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
Data Visualization and D3.js
Skills Covered
d3.js, Design of Visualizations, Data Visualization, Visual EncodingsIn Collaboration With
Zipfianintermediate
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
Intro to Hadoop and MapReduce
Skills Covered
Big Data, Hadoop, MapReduceIn Collaboration With
Clouderaintermediate
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
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
Big Data Analytics in Healthcare
Skills Covered
Data Analytics, Health Care Applications, AlgorithmsIn Collaboration With
Georgia Institute of Technologyintermediate
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
Intro to Descriptive Statistics
Skills Covered
Descriptive Statistics, Estimation, Central Limit Theorembeginner
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
Linear Algebra Refresher Course
Skills Covered
Algebra, Python, Vectors, Intersectionsintermediate
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