
University of Michigan
Skills you'll gain: Responsible AI, Generative AI, Governance, Data Governance, Data Ethics, Compliance Management, Consumer Behaviour, AI Enablement, Social Impact, Business Risk Management, Business Operations, AI Product Strategy, Artificial Intelligence, Risk Analysis, Automation, Stakeholder Management, Operations, Human Resources, Leadership and Management, Risk Management
Beginner · Specialization · 1 - 3 Months

University of California, Davis
Skills you'll gain: Data Quality, SQL, Data Analysis, Complex Problem Solving, Business Metrics, Business Intelligence, Data Integrity, Data Warehousing, Data Manipulation, Performance Measurement, Data Transformation, Predictive Analytics
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Mainframe Computing, COBOL (Programming Language), Software Development Life Cycle, z/OS, Unit Testing, Systems Analysis, Job Control Language (JCL), IBM DB2, Systems Development, Debugging, Pseudocode, Software Development Methodologies, Virtualization, Agile Methodology, Software Development, Test Driven Development (TDD), Programming Principles, Report Writing, Relational Databases, File I/O
Intermediate · Professional Certificate · 3 - 6 Months

University of Alberta
Skills you'll gain: Reinforcement Learning, Supervised Learning, Machine Learning, Deep Learning, Feature Engineering, Artificial Neural Networks, Pseudocode, Algorithms, Probability Distribution, Linear Algebra
Intermediate · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Data Analysis, Analytical Skills, Experimentation, Critical Thinking, Research Design, Behavioral Economics, Decision Making, Regression Analysis, Statistical Inference, Probability, Correlation Analysis, Adaptability
Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: AI Product Strategy, Technical Management, Team Building, AI Enablement, Project Management, Data Ethics, Artificial Intelligence, Data Science, Artificial Neural Networks, Machine Learning, Discussion Facilitation, Deep Learning, Recruitment, Sales
Beginner · Course · 1 - 4 Weeks

École Nationale des Ponts et Chaussées
Skills you'll gain: Lean Manufacturing, Lean Methodologies, Business Transformation, Continuous Improvement Process, Process Improvement, Manufacturing Operations, Service Improvement, Operational Efficiency, Process Analysis, Value Engineering, Waste Minimization, Competitive Intelligence, Business Technologies, Quality Control
Beginner · Course · 1 - 4 Weeks

Fractal Analytics
Skills you'll gain: Database Design, Data Manipulation, SQL, Relational Databases, Database Management, Data Analysis, Data Cleansing, Databases, Query Languages, Data Transformation, MySQL Workbench, Data Integrity
Beginner · Course · 1 - 3 Months

Illinois Tech
Skills you'll gain: Database Design, Relational Databases, Database Management, Apache Hadoop, Database Theory, Big Data, Machine Learning Algorithms, Databases, SQL, Database Development, Model Evaluation, MySQL, Database Systems, Transaction Processing, Statistical Analysis, Apache Spark, Data Integrity, Database Management Systems, Data Analysis, Data Preprocessing
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Responsible AI, Model Deployment, Transfer Learning, Cloud Management, Classification Algorithms, Pandas (Python Package), Model Evaluation, Tensorflow, Convolutional Neural Networks, Data Ethics, Machine Learning, Data Processing, Data Pipelines, Data Transformation, Data Preprocessing, Machine Learning Software, Supervised Learning, Distributed Computing, Information Privacy, Continuous Monitoring
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Model Deployment, Transfer Learning, Exploratory Data Analysis, Deep Learning, Microsoft Azure, Databricks, Data Visualization, PyTorch (Machine Learning Library), Data Science, MLOps (Machine Learning Operations), Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Unsupervised Learning, Tensorflow, Convolutional Neural Networks, Regression Analysis, Machine Learning
Intermediate · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Differentiated Instruction, Digital pedagogy, Collaborative Software, Education Software and Technology, digital literacy, Emerging Technologies, Innovation
Mixed · Course · 1 - 4 Weeks