Generative AI

Generative AI is a subset of artificial intelligence that leverages machine learning techniques to generate new content or data. Coursera's Generative AI catalogue helps you understand the complexities of modern machine learning methods, and enables you to design and implement generative models. You'll learn everything from the basic principles of deep learning, designing generative adversarial networks (GANs), to more advanced techniques like Transformer models and Autoencoders. Along the way, you'll gain skills in areas including natural language processing, image and video generation, and synthesizing new data, allowing you to create innovative AI applications and push the boundaries of what's possible in the field of artificial intelligence.
248credentials
12online degrees
1075courses

Find the best GenAI course for your goals

  • Status: New
    Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Probability, Estimation, Probability & Statistics, Probability Distribution, Markov Model, Statistical Methods, Statistical Inference, Bayesian Statistics, Sampling (Statistics), Statistical Analysis, Artificial Intelligence, Generative AI, Statistics, Data Analysis, Data Science, Descriptive Statistics, Machine Learning Algorithms, Mathematical Theory & Analysis

  • Skills you'll gain: Object Oriented Design, User Story, Real-Time Operating Systems, Systems Engineering, Field-Programmable Gate Array (FPGA), New Product Development, Sustainable Business, Delegation Skills, Sampling (Statistics), Supplier Management, Failure Analysis, Computer Vision, Accountability, Data Ethics, Data Mining, Sustainability Reporting, Database Design, Unsupervised Learning, Generative AI, Sustainable Design

  • Status: Free Trial

    Duke University

    Skills you'll gain: Rust (Programming Language), Containerization, Data Pipelines, CI/CD, Docker (Software), Jenkins, DevOps, Unit Testing, Large Language Modeling, Test Case, Restful API, Serverless Computing, Generative AI, Amazon Web Services, Development Testing, Software Testing, Command-Line Interface, Natural Language Processing, Computer Programming, Cloud Computing

  • Status: Free Trial

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Generative AI, Computer Programming, Integrated Development Environments, Application Development, Development Environment

  • Status: Free Trial

    Skills you'll gain: NoSQL, Apache Spark, Apache Hadoop, MongoDB, PySpark, Extract, Transform, Load, Apache Hive, Databases, Apache Cassandra, Big Data, Machine Learning, Applied Machine Learning, Generative AI, Machine Learning Algorithms, IBM Cloud, Kubernetes, Supervised Learning, Distributed Computing, Docker (Software), Database Management

  • Status: New
    Status: Free Trial

    Skills you'll gain: Workflow Management, No-Code Development, Deepseek, LLM Application, Business Process Automation, Generative AI, Automation, Application Deployment, Data Integration, Data Analysis Software, Google Sheets, Gmail

  • Status: Free Trial

    Skills you'll gain: Design Thinking, User Experience Design, User Experience, User Interface and User Experience (UI/UX) Design, Human Centered Design, Wireframing, Interaction Design, Usability Testing, User Research, Information Architecture, Generative AI

  • Status: Free Trial

    Skills you'll gain: Google Gemini, Google Cloud Platform, Kubernetes, Generative AI, Big Data, Software Development Life Cycle, Cloud Computing, Cloud Security, Development Testing, Application Deployment, Marketing Analytics, DevOps, Application Lifecycle Management, Application Development, Network Planning And Design, Data Analysis, Software Development Tools, Vulnerability Assessments, Security Controls, Security Engineering

  • Status: New
    Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Computer Vision, Image Analysis, Computer Graphics, Multimodal Prompts, Generative Model Architectures, Keras (Neural Network Library), Visualization (Computer Graphics), Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Generative AI, Tensorflow, Deep Learning, Applied Machine Learning, Data Processing, Linear Algebra, Microsoft Excel, Data Transformation, Feature Engineering, Data Manipulation

  • Status: Free Trial

    Skills you'll gain: Responsible AI, Large Language Modeling, Generative AI, Data Ethics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Applied Machine Learning, Predictive Modeling, Image Analysis, Machine Learning, Visualization (Computer Graphics), Deep Learning, Plot (Graphics), Artificial Neural Networks

  • Status: New
    Status: Free Trial

    Skills you'll gain: Tool Calling, Real Time Data, Debugging, Artificial Intelligence and Machine Learning (AI/ML), API Gateway, Servers, Agentic systems, Artificial Intelligence, Middleware, LLM Application, Server Side, Generative AI, Network Protocols, Software Architecture

  • Status: Free Trial

    Skills you'll gain: Responsible AI, Prompt Engineering, LLM Application, Large Language Modeling, Generative AI, Data Ethics, Google Gemini, Artificial Intelligence, Business Ethics, Compliance Training, AI Product Strategy, Governance, Accountability, Google Cloud Platform, Risk Analysis, Stakeholder Analysis, Machine Learning Methods

Most popular

  • Status: Free Trial
  • Status: Free Trial
    Status: AI skills
  • Status: Free Trial
    Status: AI skills
  • Status: Free Trial

Trending now

New releases

What brings you to Coursera today?

Leading partners

  • Google Cloud
  • IBM
  • Vanderbilt University
  • Microsoft
  • Packt
  • University of Michigan
  • DeepLearning.AI
  • SkillUp