
Skills you'll gain: Apache Kafka, Linux Commands, Data Warehousing, Bash (Scripting Language), Extract, Transform, Load, Data Pipelines, SQL, IBM Cognos Analytics, Apache Airflow, Data Visualization, Shell Script, Dashboard, IBM DB2, Star Schema, Business Intelligence, Interactive Data Visualization, Linux, Databases, Relational Databases, Data Analysis
Beginner · Specialization · 3 - 6 Months

Stanford University
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Bioinformatics, Theoretical Computer Science, Network Model, Programming Principles, Social Network Analysis, Network Analysis, Computational Thinking, Analysis, Computer Science, Network Routing, Probability, Pseudocode, Computational Logic, Operations Research
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Data Modeling, Stakeholder Engagement, Database Design, Dashboard, Business Intelligence, Extract, Transform, Load, Tableau Software, Data Warehousing, Data Pipelines, Interactive Data Visualization, Business Reporting, Data-Driven Decision-Making, Data Visualization, Interviewing Skills, Applicant Tracking Systems, Business Process, AI Enablement, Business Analysis, Data Analysis, SQL
Build toward a degree
Advanced · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Ethics, Data Analysis, Database Management, Data Collection, Analytical Skills, Data Management, Data Cleansing, Databases, Data Storage, Data Security, Data Quality, Unstructured Data, Spreadsheet Software, Metadata Management, Personally Identifiable Information, SQL
Beginner · Course · 1 - 3 Months

Skills you'll gain: OpenShift, Serverless Computing, Node.JS, Software Development Life Cycle, Software Architecture, Cloud Deployment, MongoDB, Professional Networking, CI/CD, Cloud-Native Computing, NoSQL, GitHub, Restful API, Git (Version Control System), Cascading Style Sheets (CSS), Containerization, Ajax, Front-End Web Development, Javascript, Azure DevOps
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Generative AI, Prompt Patterns, Generative Model Architectures, Responsible AI, OpenAI, ChatGPT, AI Product Strategy, Data Ethics, Large Language Modeling, Leadership and Management, AI Enablement, Business Leadership, Business Ethics, Hugging Face, Legal Risk, IBM Cloud, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Content Creation
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Digital Forensics, Operating System Administration, Cyber Threat Intelligence, Penetration Testing, Incident Response, Cyber Threat Hunting, Identity and Access Management, File Systems, Computer Security Incident Management, Intrusion Detection and Prevention, TCP/IP, Database Management, Malware Protection, Network Security, Endpoint Security, Incident Management, Data Loss Prevention, Cybersecurity, Interviewing Skills, Cyber Security Assessment
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

University of Virginia
Skills you'll gain: Design Thinking, Digital Transformation, Creative Problem-Solving, New Product Development, Product Management, Customer experience strategy (CX), Ideation, Business Transformation, Innovation, Product Improvement, Creativity, Product Lifecycle Management, Strategic Thinking, Stakeholder Management, Business Strategy, Process Design, Process Improvement, Marketing, Leadership and Management, Storytelling
Beginner · Specialization · 3 - 6 Months

California Institute of the Arts
Skills you'll gain: Typography, Graphic Design, Design Elements And Principles, Adobe Creative Cloud, Adobe Photoshop, Logo Design, Photography, Brand Strategy, Photo Editing, Layout Design, Graphic and Visual Design Software, Branding, Color Theory, Adobe InDesign, Design, Visual Design, Graphic and Visual Design, Creative Design, Art History, Style Guides
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Matplotlib, Network Analysis, Social Network Analysis, Feature Engineering, Data Visualization, Pandas (Python Package), Plot (Graphics), Data Visualization Software, Interactive Data Visualization, Model Evaluation, Applied Machine Learning, Supervised Learning, Text Mining, Scikit Learn (Machine Learning Library), Statistical Analysis, Data Manipulation, Graph Theory, Data Preprocessing, Natural Language Processing, Python Programming
Intermediate · Specialization · 3 - 6 Months

University of California, Santa Cruz
Skills you'll gain: C++ (Programming Language), Go (Programming Language), File I/O, Data Structures, Object Oriented Programming (OOP), Programming Principles, Software Design Patterns, Debugging, Computer Programming, Unit Testing, C (Programming Language), Program Development, Algorithms, Pseudocode, Graph Theory, Software Testing, Artificial Intelligence, Integrated Development Environments, Integration Testing, Software Design
Intermediate · Specialization · 3 - 6 Months

University of California, Davis
Skills you'll gain: Data Governance, SQL, Data Quality, Databases, Data Manipulation, Query Languages, Relational Databases, Data Modeling, Data Science, Data Transformation, Data Analysis
Beginner · Course · 1 - 4 Weeks