
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

University of Virginia Darden School Foundation
Skills you'll gain: Cloud Deployment, Digital Transformation, Business Strategy, Competitive Analysis, Cloud Computing Architecture, Data Wrangling, Cloud Services, Business Transformation, Cloud Infrastructure, Big Data, Generative AI, Cloud Storage, Data Analysis, Responsible AI, Cloud Computing, Statistical Analysis, Data Cleansing, Apache Hadoop, Cloud Security, Data Science
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Storytelling, Dashboard, Database Design, Data Visualization, Business Intelligence, IBM Cognos Analytics, Descriptive Statistics, Extract, Transform, Load, Data Visualization Software, Business Analytics, IBM DB2, Tableau Software, Star Schema, Relational Databases, Interactive Data Visualization, Regression Analysis, Forecasting, Database Management Systems, Pivot Tables And Charts, MySQL
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Visualization, IBM Cognos Analytics, Data Wrangling, Data Cleansing, Data Visualization Software, Data Analysis, Big Data, Pivot Tables And Charts, Statistical Analysis, Excel Formulas, Business Intelligence, Microsoft Excel, Apache Hadoop, Tree Maps, Dashboard, Scatter Plots, Apache Hive, Data Processing
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Storytelling, Media Planning, Social Media Marketing, Google Ads, Email Marketing, Social Media Strategy, Order Fulfillment, Social Media Management, Online Advertising, Search Engine Optimization, Performance Measurement, Spreadsheet Software, A/B Testing, Client Services, Campaign Management, E-Commerce, Loyalty Programs, Marketing, Interviewing Skills, Applicant Tracking Systems
Build toward a degree
Beginner · Professional Certificate · 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

DeepLearning.AI
Skills you'll gain: Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Convolutional Neural Networks, Applied Machine Learning, Supervised Learning, Recurrent Neural Networks (RNNs), Machine Learning, Python Programming, Linear Algebra, Performance Tuning, Algorithms
Intermediate · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Distributed Computing, Cloud Infrastructure, Cloud Services, Big Data, Apache Spark, Cloud Computing, Cloud Storage, Cloud Platforms, Network Architecture, Computer Networking, File Systems, Apache Hadoop, Real Time Data, Apache Mahout, Cloud Computing Architecture, Infrastructure As A Service (IaaS), Data Storage, Middleware, Software-Defined Networking, NoSQL
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: GitHub, Git (Version Control System), Infrastructure as Code (IaC), Version Control, Cloud Management, Debugging, Puppet (Configuration Management Tool), Unit Testing, Infrastructure As A Service (IaaS), Bash (Scripting Language), Network Troubleshooting, Web Services, Object Oriented Programming (OOP), Application Programming Interface (API), Interviewing Skills, Applicant Tracking Systems, Data Structures, Python Programming, Configuration Management, Automation
Advanced · 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

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, Large Language Modeling, LLM Application, Responsible AI, Vibe coding, Generative AI, ChatGPT, Model Deployment, Restful API, Agentic systems, Application Deployment, Data Ethics, Software Development, DevSecOps, Natural Language Processing, AI Security, CI/CD, Artificial Intelligence and Machine Learning (AI/ML), Java Programming
Intermediate · Specialization · 1 - 3 Months