
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

Skills you'll gain: Open Web Application Security Project (OWASP), OpenShift, CI/CD, Linux Commands, Bash (Scripting Language), Cloud Deployment, Serverless Computing, Software Development Life Cycle, Agile Software Development, Test Driven Development (TDD), GitHub, Containerization, Continuous Integration, Cloud-Native Computing, DevOps, Jupyter, Grafana, Flask (Web Framework), Software Engineering, Application Development
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

University of California San Diego
Skills you'll gain: Logical Reasoning, Computational Logic, Computational Thinking, Deductive Reasoning, Theoretical Computer Science, Mathematical Modeling, Computer Programming, Algorithms, Program Development, Applied Mathematics
Beginner · Course · 1 - 3 Months

Skills you'll gain: Database Design, SQL, Extract, Transform, Load, IBM DB2, Data Store, Relational Databases, Jupyter, Data Architecture, Database Management Systems, Big Data, Web Scraping, Databases, MySQL, Data Integration, Data Infrastructure, Data Storage, Data Transformation, Pandas (Python Package), Programming Principles, Python Programming
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Jupyter, Pandas (Python Package), Programming Principles, Web Scraping, Data Manipulation, Data Structures, NumPy, Python Programming, Computer Programming, Object Oriented Programming (OOP), Web Services, Scripting, Data Analysis Software, Data Analysis, Data Import/Export
Beginner · Course · 1 - 3 Months

Shanghai Jiao Tong University
Skills you'll gain: Language Learning, Cultural Sensitivity, Cultural Diversity, Culture, Vocabulary, Oral Comprehension, Grammar
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
Georgia Institute of Technology
Skills you'll gain: Engineering Analysis, Mechanics, Torque (Physics), Engineering Calculations, Mechanical Engineering, Engineering, Civil Engineering, Structural Analysis, Applied Mathematics, Trigonometry
Mixed · Course · 1 - 3 Months

Shanghai Jiao Tong University
Skills you'll gain: Vocabulary, Oral Comprehension, Language Learning, Language Competency, Cultural Sensitivity
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Supervised Learning, Unsupervised Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning, Predictive Modeling, Python Programming, Decision Tree Learning, Regression Analysis, Dimensionality Reduction, Classification Algorithms, Data Preprocessing, Logistic Regression
Intermediate · Course · 1 - 3 Months

University of Washington
Skills you'll gain: Applied Machine Learning, Classification Algorithms, Model Evaluation, Regression Analysis, AI Personalization, Machine Learning, Unsupervised Learning, Predictive Modeling, Supervised Learning, Bayesian Statistics, Logistic Regression, Statistical Modeling, Deep Learning, Feature Engineering, Data Mining, Decision Tree Learning, Data Preprocessing, Statistical Machine Learning, Text Mining, Machine Learning Algorithms
Intermediate · Specialization · 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