
Google Cloud
Skills you'll gain: Feature Engineering, Tensorflow, Model Deployment, Google Cloud Platform, MLOps (Machine Learning Operations), Embeddings, Machine Learning, Keras (Neural Network Library), Model Evaluation, Data Preprocessing, Generative AI, Applied Machine Learning, Data Cleansing, Data Quality, AI Enablement, Data Management, Supervised Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Cloud Computing
Intermediate · Specialization · 3 - 6 Months
University of Colorado Boulder
Skills you'll gain: Computational Logic, Verification And Validation, Systems Architecture, Systems Design, Hardware Design, Mathematical Modeling, Theoretical Computer Science, Systems Analysis, Computer Architecture, Systems Engineering, Communication Systems, Software Design, Software Architecture, Model Evaluation, Software Testing, Graph Theory, Software Quality Assurance, Computer Programming Tools, Algorithms, Logical Reasoning
Beginner · Specialization · 1 - 3 Months
University of Michigan
Skills you'll gain: Database Design, SQL, MySQL, Relational Databases, Database Management, Databases, Database Management Systems, Query Languages, Data Modeling, Development Environment, Data Manipulation, Software Installation
Intermediate · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Unit Testing, Event-Driven Programming, Object Oriented Programming (OOP), Data Structures, Graph Theory, Social Network Analysis, Debugging, Technical Communication, Network Analysis, Interactive Data Visualization, Java Programming, Java, Algorithms, Software Design, Computational Thinking, Program Development, Software Engineering, Software Visualization, Engineering Software, Problem Solving
Intermediate · Specialization · 3 - 6 Months
University of Toronto
Skills you'll gain: Programming Principles, Debugging, File I/O, Software Documentation, Python Programming, Computer Programming, Program Development, Integrated Development Environments, Algorithms, Data Structures, Development Environment
Beginner · Course · 1 - 3 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Scala Programming, Apache Spark, Apache Hadoop, User Interface (UI), Programming Principles, Big Data, Data Processing, Data Structures, Data Manipulation, Object Oriented Programming (OOP), Heat Maps, Data Visualization Software, Interactive Data Visualization, Functional Design, Distributed Computing, Computer Programming, Real Time Data, Performance Tuning, Algorithms, Application Design
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: AI Enablement, AI Workflows, Responsible AI, Strategic Thinking, Generative AI, Emerging Technologies, Analysis
Beginner · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Apache Spark, Apache Hadoop, Data Integration, Big Data, Graph Theory, Network Model, Data Pipelines, Database Design, Data Management, Data Modeling, Supervised Learning, Data Infrastructure, Social Network Analysis, Data Presentation, Classification Algorithms, Data Preprocessing, Database Systems, Data Mining, Data Processing, MongoDB
Beginner · Specialization · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Natural Language Processing, Dimensionality Reduction, Markov Model, Transfer Learning, Embeddings, Recurrent Neural Networks (RNNs), Large Language Modeling, Supervised Learning, Text Mining, Machine Learning Methods, Generative AI, Artificial Neural Networks, Statistical Machine Learning, Keras (Neural Network Library), Logistic Regression, Applied Machine Learning, Deep Learning, Data Preprocessing, Artificial Intelligence, PyTorch (Machine Learning Library)
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Visualization, IBM Cognos Analytics, Dashboard, Data Visualization Software, Business Intelligence, Tree Maps, Scatter Plots, Microsoft Excel, Pivot Tables And Charts, Histogram, Data Analysis
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Data Storytelling, Data Visualization Software, Interactive Data Visualization, Data Literacy, Data Visualization, Tableau Software, Dashboard, Data Import/Export, Visualization (Computer Graphics), Data-Driven Decision-Making, Data Integration, Software Installation
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Programming Principles, Pseudocode, Computational Thinking, Data Science, Analysis, Big Data, Probability & Statistics, Python Programming
Build toward a degree
Intermediate · Course · 1 - 4 Weeks