
Duke University
Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Transfer Learning, Applied Machine Learning, Natural Language Processing, Machine Learning, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Supervised Learning, Computer Vision, Python Programming, Reinforcement Learning, Unsupervised Learning, Logistic Regression, Medical Imaging
Intermediate · Course · 1 - 3 Months

Skills you'll gain: PyTorch (Machine Learning Library), Keras (Neural Network Library), Convolutional Neural Networks, Deep Learning, Unsupervised Learning, Model Evaluation, Recurrent Neural Networks (RNNs), Tensorflow, Vision Transformer (ViT), Generative Adversarial Networks (GANs), Transfer Learning, Image Analysis, Autoencoders, Applied Machine Learning, Artificial Neural Networks, Generative AI, Time Series Analysis and Forecasting, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment
Intermediate · 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: Jest (JavaScript Testing Framework), Version Control, Restful API, Responsive Web Design, Cascading Style Sheets (CSS), Unix Commands, HTML and CSS, Git (Version Control System), API Testing, GitHub, Relational Databases, Object Oriented Programming (OOP), Database Management Systems, Bootstrap (Front-End Framework), Django (Web Framework), React.js, Mobile Development, SQL, Database Design, Python Programming
Beginner · Specialization · 3 - 6 Months
Macquarie University
Skills you'll gain: Excel Formulas, Microsoft Excel, Dashboard, Spreadsheet Software, Excel Macros, Data Preprocessing, Data Literacy, Data Validation, Data Manipulation, Data Presentation, Data Storytelling, Consolidation, Data Analysis Software, Data Analysis Expressions (DAX), Business Analytics, Pivot Tables And Charts, Financial Forecasting, Data Modeling, Data Integration, Productivity Software
Beginner · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Ajax, HTML and CSS, Cascading Style Sheets (CSS), Javascript, Responsive Web Design, Bootstrap (Front-End Framework), Web Design, Web Development, Front-End Web Development, Web Design and Development, JSON, Web Applications, Scripting, Browser Compatibility, Hypertext Markup Language (HTML), Object Oriented Programming (OOP), Event-Driven Programming, User Experience Design, Web Services, Requirements Analysis
Beginner · Specialization · 1 - 3 Months

Berklee
Skills you'll gain: Musical Composition, Music, Peer Review, Media Production, Performing Arts, Editing, Music Theory, Post-Production, Music Performance, Creativity, Timelines, Digital Signal Processing, Data Import/Export, Electronic Media, Automation, File Management, System Configuration
Beginner · Specialization · 3 - 6 Months

Northwestern University
Skills you'll gain: Marketing Budgets, Blogs, Social Media Marketing, Integrated Marketing Communications, Social Media, Peer Review, Key Performance Indicators (KPIs), Social Media Strategy, Real Time Data, Marketing Effectiveness, Content Marketing, Strategic Marketing, Marketing Strategies, Social Media Content, Marketing, Target Audience, Digital Transformation, Analytics, Digital Marketing, ChatGPT
Beginner · Specialization · 3 - 6 Months

AI CERTs
Skills you'll gain: Natural Language Processing, Digital Signal Processing, Data Ethics, Tensorflow, Responsible AI, Augmented Reality, Artificial Intelligence, AI Personalization, Music, Multimedia, Music Performance, Deep Learning, Information Privacy, Creativity
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Risk Mitigation, Business Analysis, Business Process Modeling, Risk Analysis, Interactive Data Visualization, Project Scoping, Process Flow Diagrams, Stakeholder Analysis, Process Optimization, Data Visualization, IBM Cognos Analytics, Prompt Engineering, Stakeholder Management, Digital Transformation, Data Cleansing, Responsible AI, Pivot Tables And Charts, Business Analytics, Process Analysis
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, 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

DeepLearning.AI
Skills you'll gain: Convolutional Neural Networks, Computer Vision, Keras (Neural Network Library), Image Analysis, Tensorflow, Artificial Neural Networks, Deep Learning, Transfer Learning, Network Architecture, Model Evaluation
Intermediate · Course · 1 - 4 Weeks