
Skills you'll gain: Prompt Engineering, Apache Spark, Large Language Modeling, PyTorch (Machine Learning Library), Model Evaluation, Retrieval-Augmented Generation, Supervised Learning, LLM Application, Unsupervised Learning, Computer Vision, PySpark, Generative Model Architectures, Keras (Neural Network Library), Convolutional Neural Networks, Generative AI, Deep Learning, Applied Machine Learning, Machine Learning, Python Programming, Data Science
Build toward a degree
Intermediate · Professional Certificate · 3 - 6 Months

Vanderbilt University
Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI Agents, Agentic Workflows, Prompt Patterns, AI Orchestration, Generative AI, Workflow Management, AI Enablement, Agentic systems, Strategic Decision-Making, Business Intelligence, Business Leadership, Data-Driven Decision-Making, Organizational Leadership, Automation, Strategic Planning, Talent Acquisition, Procurement, Planning
Beginner · Specialization · 1 - 3 Months

University of California San Diego
Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Data Storage, Program Development, Bioinformatics, Data Storage Technologies, Theoretical Computer Science, Computer Programming, Distributed Computing, Test Case, Python Programming, Programming Principles, Software Testing, C and C++, Debugging, Javascript, Java, Rust (Programming Language)
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: NoSQL, Apache Kafka, Database Design, Linux Commands, Data Warehousing, Bash (Scripting Language), Apache Hadoop, Apache Spark, MongoDB, Database Administration, Data Pipelines, SQL, IBM Cognos Analytics, Extract, Transform, Load, Jupyter, Generative AI, Professional Networking, Python Programming, Data Analysis, Data Science
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Storyboarding, Wireframing, User Experience Design, User Research, UI/UX Research, Usability Testing, Presentations, Prototyping, Information Architecture, Figma (Design Software), Design Thinking, User Story, User Centered Design, Mobile Development, Design Reviews, Data Ethics, Mockups, Usability, Interviewing Skills, Applicant Tracking Systems
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months
Johns Hopkins University
Skills you'll gain: Shiny (R Package), Exploratory Data Analysis, Model Evaluation, Regression Analysis, Statistical Analysis, R Programming, Data Manipulation, Data Presentation, Data Cleansing, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Machine Learning Algorithms, Plot (Graphics), Probability & Statistics, Rmarkdown, Statistical Programming, Data Science, Machine Learning, GitHub
Beginner · Specialization · 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
University of Michigan
Skills you'll gain: File I/O, Data Structures, Python Programming, Programming Principles, Data Processing, Data Manipulation, Development Environment, Software Installation, Virtual Environment
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Model Evaluation, Data Modeling, SQL, Model Deployment, Data Mining, Jupyter, Databases, Data Cleansing, Business Research, Data Preprocessing, Data Science, Relational Databases, Business Analysis, Data Analysis, IBM Cloud, Data Visualization Software, R (Software), Big Data, Python Programming
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Vanderbilt University
Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI Agents, LLM Application, Productivity, OpenAI, AI Orchestration, OpenAI API, AI Enablement, Java, Java Programming, AI Workflows, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, Tool Calling, Creativity, Document Management
Beginner · Specialization · 3 - 6 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

Skills you'll gain: Debugging, Python Programming, Cybersecurity, Scripting, Programming Principles, IT Automation, Algorithms, Automation, Computer Programming, File Management, Data Structures
Beginner · Course · 1 - 4 Weeks