
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: 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

DeepLearning.AI
Skills you'll gain: AI Product Strategy, Responsible AI, Data Ethics, AI Enablement, Artificial Intelligence, Machine Learning, Data Science, Deep Learning, Artificial Neural Networks
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Distributed Denial-Of-Service (DDoS) Attacks, Google App Engine, Identity and Access Management, Cloud Infrastructure, Cloud Security, Big Data, Containerization, Cloud Services, OAuth, Infrastructure As A Service (IaaS), Kubernetes, Security Controls, Cloud Computing, Single Sign-On (SSO), Cloud Storage, Network Infrastructure, Application Security, Platform As A Service (PaaS), Data Security
Intermediate · Specialization · 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: Data Storytelling, AI Enablement, Generative AI, Data Mining, Responsible AI, AI Product Strategy, Information Architecture, Strategic Decision-Making, Enterprise Architecture, Data Analysis, Business Strategy, Big Data, Business Process Automation, Data Architecture, Data Science, Regression Analysis, Natural Language Processing, Business Ethics, Leadership, Social Impact
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, IBM Cloud, Responsible AI, ChatGPT, No-Code Development, Machine Learning Software, WordPress, Deep Learning, Machine Learning, AI Workflows, LLM Application, Workflow Management, Artificial Intelligence, Generative AI Agents, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Data Science
Beginner · Specialization · 3 - 6 Months

IBM
Skills you'll gain: Data Storytelling, Dashboard, Data Visualization Software, Interactive Data Visualization, Data Wrangling, Data Visualization, Web Scraping, Generative AI, SQL, Exploratory Data Analysis, Matplotlib, Pandas (Python Package), Model Evaluation, Data Analysis, Data Cleansing, Jupyter, IBM Cognos Analytics, Professional Networking, Microsoft Excel, Python Programming
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

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

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: Linux Commands, Bash (Scripting Language), Software Development Life Cycle, Software Architecture, GitHub, Git (Version Control System), Shell Script, Software Design, Version Control, Jupyter, Scrum (Software Development), Flask (Web Framework), Software Engineering, Software Design Patterns, Linux, Agile Methodology, Pandas (Python Package), Programming Principles, Python Programming, Web Applications
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Kubernetes, Google Cloud Platform, Load Balancing, Cloud Infrastructure, Google App Engine, Containerization, Identity and Access Management, Cloud Computing Architecture, Application Deployment, Managed Services, Infrastructure As A Service (IaaS), Virtual Networking, Cloud Deployment, Data Storage, Cloud-Native Computing, Cloud Applications, Big Data, Cloud Services, Cloud Computing, Cloud Solutions
Intermediate · Professional Certificate · 3 - 6 Months