
University of Michigan
Skills you'll gain: Data Processing, Web Scraping, Data Store, SQL, File I/O, Relational Databases, Database Management, Database Design, MySQL, Data Cleansing, Databases, JSON, Data Visualization, Network Protocols, Web Services, Restful API, Programming Principles, Data Structures, Computer Programming, Python Programming
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Package and Software Management, Operating System Administration, Computer Networking, Network Troubleshooting, IT Automation, Systems Administration, Cloud Infrastructure, OSI Models, IT Infrastructure, Version Control, General Networking, Desktop Support, Remote Access Systems, Network Security, TCP/IP, Microsoft Windows, Technical Support, Security Strategy, Interviewing Skills, Applicant Tracking Systems
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Open Web Application Security Project (OWASP), OpenShift, Linux Commands, Bash (Scripting Language), Serverless Computing, Software Development Life Cycle, Software Architecture, NoSQL, MongoDB, GitHub, Object-Relational Mapping, Git (Version Control System), Shell Script, Software Design, Containerization, Jupyter, Grafana, Flask (Web Framework), Microservices, Python Programming
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Strategy, Artificial Intelligence, Generative AI, Data-Driven Decision-Making, Computer Programming
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Data Wrangling, Exploratory Data Analysis, IBM Cognos Analytics, Statistical Analysis, Data Visualization, Data Collection, Dashboard, Data Cleansing, Data Analysis, Data Manipulation, Web Scraping, Presentations, Statistics, Pandas (Python Package), Matplotlib
Advanced · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Web Analytics and SEO, Search Engine Optimization, Search Engine Marketing, AI Enablement, Generative AI, Marketing Strategy and Techniques, Blogs, Digital Marketing, Content Marketing, Content Creation, Web Content, Semantic Web, Keyword Research, Content Strategy, Growth Strategies, Artificial Intelligence, Web Analytics, Competitive Analysis, Performance Measurement
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Cloud Computing, Computer Security Awareness Training, Technical Support, Desktop Support, Hardware Troubleshooting, End User Training and Support, System Support, Network Support, Cybersecurity, Help Desk Support, Network Troubleshooting, Computer Hardware, Data Storage, Customer Service, Debugging, Information Technology Operations, Operating Systems
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, LangChain, Retrieval-Augmented Generation, LLM Application, Generative AI, Vector Databases, Embeddings, User Interface (UI), UI Components, Semantic Web, Database Systems, Model Evaluation, Data Storage Technologies, Databases, NoSQL, AI Enablement, Large Language Modeling, Flask (Web Framework), Database Management, AI Personalization
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Responsible AI, Program Management, ChatGPT, Risk Management, Stakeholder Engagement, AI Enablement, Project Management Institute (PMI) Methodology, Stakeholder Analysis, Strategic Decision-Making, Business Risk Management, Artificial Intelligence and Machine Learning (AI/ML), Governance, Automation, Machine Learning, Benefits Administration, Context Management
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Apache Kafka, Database Design, Linux Commands, Data Warehousing, Bash (Scripting Language), Data Engineering, Database Administration, Data Pipelines, SQL, Database Management, Extract, Transform, Load, Apache Airflow, Database Architecture and Administration, Shell Script, IBM DB2, Data Store, Relational Databases, Jupyter, Generative AI, Data Security
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Professional Networking, Technical Communication, Professional Development, Relationship Building, Data Infrastructure, Data Warehousing, Data Pipelines, Data Processing, Professionalism, Data Storage, Verbal Communication Skills, Communication Strategies, Problem Solving
Beginner · Course · 1 - 4 Weeks

Multiple educators
Skills you'll gain: Dashboard, Web Scraping, Pseudocode, Data Storytelling, Algorithms, Data Presentation, Jupyter, Data Mining, Data Visualization, Correlation Analysis, Pandas (Python Package), Data Analysis, NumPy, Predictive Modeling, IBM Cloud, Data Literacy, Data Science, Unsupervised Learning, Machine Learning, Project Management
Beginner · Specialization · 3 - 6 Months