
Skills you'll gain: Cloud Deployment, Cloud Computing Architecture, Data Storytelling, Cloud Services, Cloud Infrastructure, Generative AI, Cloud Computing, Cloud Storage, Data Mining, Responsible AI, Cloud Security, Public Cloud, Infrastructure As A Service (IaaS), Big Data, Data Science, Regression Analysis, Natural Language Processing, Business Ethics, Business, Social Impact
Beginner · Specialization · 3 - 6 Months

Multiple educators
Skills you'll gain: Unsupervised Learning, Supervised Learning, Transfer Learning, Machine Learning, Jupyter, Applied Machine Learning, Data Ethics, Decision Tree Learning, Model Evaluation, Tensorflow, Scikit Learn (Machine Learning Library), NumPy, Predictive Modeling, Deep Learning, Artificial Intelligence, Classification Algorithms, Reinforcement Learning, Random Forest Algorithm, Feature Engineering, Data Preprocessing
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Visualization, Dashboard, IBM Cognos Analytics, Relational Databases, Data Wrangling, Rmarkdown, Data Visualization Software, Plot (Graphics), Data Cleansing, Exploratory Data Analysis, Data Analysis, Shiny (R Package), Big Data, SQL, Pivot Tables And Charts, Microsoft Excel, R Programming, Data Structures
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months
University of Michigan
Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Software Installation, Algorithms, Debugging, Development Environment
Beginner · Course · 1 - 3 Months

IBM
Skills you'll gain: Cloud Deployment, Peripheral Devices, Cloud Computing, Cloud Computing Architecture, Computer Security Awareness Training, Cloud Services, Technical Support, Desktop Support, IT Service Management, Cloud Infrastructure, Cloud Storage, Cybersecurity, Hardware Troubleshooting, Professional Networking, Cloud Security, Data Storage, Data Strategy, Information Technology, Computer Programming, Customer Service
Beginner · Professional Certificate · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: English Language, Interviewing Skills, Vocabulary, Writing, Verbal Communication Skills, Business Writing, Professional Networking, Communication, Business Communication, Cultural Sensitivity
Mixed · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Dashboard, Database Design, Data Warehousing, Interactive Data Visualization, Data Visualization, SQL, Data Security, Data Migration, Data Governance, IBM Cognos Analytics, Descriptive Statistics, Extract, Transform, Load, Data Management, Relational Databases, Data Cleansing, Databases, Exploratory Data Analysis, Data Architecture, Business Intelligence
Beginner · Professional Certificate · 3 - 6 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: Google Cloud Platform, Distributed Denial-Of-Service (DDoS) Attacks, Site Reliability Engineering, Incident Management, Google App Engine, Load Balancing, Cloud Infrastructure, Network Monitoring, Firewall, Cloud Computing Architecture, Application Performance Management, Network Architecture, Identity and Access Management, Network Troubleshooting, System Monitoring, Network Security, Big Data, Containerization, Virtual Networking, Virtual Private Networks (VPN)
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Large Language Modeling, LLM Application, Responsible AI, Vibe coding, Generative AI, AI Personalization, ChatGPT, Mobile Development, Agentic systems, Anthropic Claude, Data Ethics, Apple iOS, AI Product Strategy, Software Development, Machine Learning Methods, DevSecOps, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML)
Advanced · Specialization · 1 - 3 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: Stakeholder Engagement, Software Development Life Cycle, Software Architecture, Agile Software Development, Scrum (Software Development), Project Management Life Cycle, Resource Management, Peer Review, Earned Value Management, Stakeholder Management, Agile Methodology, Project Risk Management, Team Motivation, Project Management, Information Technology, Risk Management, Sprint Retrospectives, Interviewing Skills, Leadership, Communication
Beginner · Professional Certificate · 3 - 6 Months