
Pragmatic AI Labs
Skills you'll gain: GitHub Copilot, Model Context Protocol, GitHub, Responsible AI, Git (Version Control System), Model Evaluation, AI Integrations, Object-Relational Mapping, Package and Software Management, Restful API, Open Source Technology, Authentications, Prompt Patterns, Generative AI, Security Controls, Agentic Workflows, Security Strategy, Enterprise Architecture, Automation Engineering, Machine Learning
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Storytelling, Data Visualization, A/B Testing, Sampling (Statistics), Data Analysis, Exploratory Data Analysis, Regression Analysis, Data Visualization Software, Data Presentation, Data Ethics, Feature Engineering, Statistical Hypothesis Testing, Analytics, Statistical Analysis, Data Science, Tableau Software, Machine Learning, Object Oriented Programming (OOP), Web Presence, Python Programming
Build toward a degree
Advanced · Professional Certificate · 3 - 6 Months

Columbia University
Skills you'll gain: Project Schedules, Construction Management, Construction Estimating, Project Finance, Cost Estimation, Punch Work, Cost Management, Construction, Production Schedule, Project Risk Management, Bidding, Building Information Modeling, Scheduling, Cost Control, Environment Health And Safety, Cash Flows, Real Estate, Finance, Business Transformation, Innovation
Beginner · Specialization · 3 - 6 Months

University of Washington
Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Statistical Inference, Text Mining, Machine Learning Methods, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Distributed Computing, Probability Distribution, Algorithms
Mixed · Course · 1 - 3 Months

Skills you'll gain: Financial Statement Analysis, Financial Statements, Credit Risk, Financial Analysis, Bank Regulations, Banking, Risk Modeling, Financial Acumen, Income Statement, Risk Management Framework, Operational Risk, Balance Sheet, Cash Flows, Lending and Underwriting, Portfolio Risk, Financial Modeling, Legal Risk, Risk Management, Commercial Banking, Financial Regulation
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Structural Engineering, Structural Analysis, Building Design, Building Information Modeling, Architectural Engineering, Architecture and Construction, Computer-Aided Design, Failure Analysis, Engineering Analysis, Engineering Calculations, 3D Modeling, Engineering Design Process, Engineering Software
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Software Development Life Cycle, Software Architecture, Full-Stack Web Development, Software Design, Web Design and Development, Web Development, Software Development Methodologies, Software Design Patterns, Development Environment, Unified Modeling Language, Software Engineering, Computer Programming Tools, Web Applications, Software Development Tools, Software Development, Application Deployment, Programming Principles, Front-End Web Development, Web Language, Python Programming
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Data Analysis, Data Import/Export, Data Manipulation, Data Transformation, Predictive Modeling, Data Cleansing, Data Preprocessing, Model Evaluation, Data Processing, Data Science, Predictive Analytics, Model Training, Analytics, Model Optimization, Pandas (Python Package), Statistical Modeling, Data Visualization, Python Programming
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Dashboard, Data Storytelling, Financial Modeling, Data Presentation, Dashboard Creation, Financial Auditing, Financial Forecasting, Microsoft Excel, Strategic Decision-Making, Performance Reporting, Financial Reporting, Data Visualization, Auditing, Version Control, Persuasive Communication, Financial Analysis, Variance Analysis, Business Communication, Stakeholder Communications, Root Cause Analysis
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Process Modeling, Risk Mitigation, Business Analysis, Data Storytelling, Risk Analysis, Business Analysis Tools, Project Scoping, Risk Management Framework, Process Flow Diagrams, Stakeholder Analysis, Prompt Engineering, Stakeholder Management, Data Presentation, Digital Transformation, Responsible AI, Business Process Modeling, Excel Formulas, Data Cleansing, Business Analytics, Business Requirements
Beginner · Professional Certificate · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Risk Modeling, Operations Research, Regression Analysis, Network Model, Resource Allocation, Excel Macros, Business Analytics, Decision Making, Risk Analysis, Simulation and Simulation Software, Microsoft Excel, Business Risk Management, Strategic Decision-Making, Business Modeling, Financial Modeling, Data-Driven Decision-Making, Excel Formulas, Business, Spreadsheet Software, Data Analysis
Beginner · Specialization · 3 - 6 Months

University of Alberta
Skills you'll gain: Software Architecture, Model View Controller, Unified Modeling Language, Object Oriented Design, Service Oriented Architecture, API Design, Systems Architecture, Web Services, Software Design Patterns, Software Design, Simple Object Access Protocol (SOAP), Microservices, Restful API, Software Design Documents, Software Visualization, Code Review, Product Family Engineering, Object Oriented Programming (OOP), Software Development, Java
Beginner · Specialization · 3 - 6 Months