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Generative AI Courses

Generative AI courses can help you learn how models create text, images, and other outputs using patterns learned from data. You can build skills in prompt design, model evaluation, and understanding how generative systems behave across tasks. Many courses introduce tools such as Python libraries, APIs, or model interfaces that support experimenting with generation and applying core concepts.


Popular Generative AI Courses and Certifications


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    U

    University of Glasgow

    Generative AI for Data Science

    Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, AI literacy, Risking, AI Integrations, Data Ethics, ChatGPT, Risk Management Framework, Data Science, LLM Application, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Security, Statistical Methods

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Applied NLP and Generative AI

    Skills you'll gain: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Fine-tuning, Model Evaluation, Hugging Face, Generative AI, Dimensionality Reduction, Model Optimization, Natural Language Processing, OpenAI API, Data Preprocessing, Embeddings, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms

    Intermediate · Specialization · 3 - 6 Months

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    Edureka

    Generative AI Models and GPU Systems

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Autoencoders, Model Deployment, Deep Learning, Model Optimization, PyTorch (Machine Learning Library), Model Evaluation, Artificial Neural Networks, Model Training, Convolutional Neural Networks, Performance Tuning, Artificial Intelligence, Scalability, Python Programming, Machine Learning, Memory Management, Image Quality, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

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    University of Michigan

    Generative AI Essentials: Overview and Impact

    Skills you'll gain: Generative AI, ChatGPT, AI literacy, Large Language Modeling, Prompt Engineering, Responsible AI, Data Ethics, Artificial Intelligence, Business Economics, Law, Regulation, and Compliance, AI Integrations, Social Studies, Intellectual Property

    4.7
    Rating, 4.7 out of 5 stars
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    338 reviews

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Generative AI for Cybersecurity Professionals

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Prompt Engineering, Data Ethics, Generative Model Architectures, AI Integrations, Cyber Threat Intelligence, Risking, Cyber Security Strategy, Cybersecurity, LLM Application, Large Language Modeling, Cyber Security Policies, Cyber Attacks, Cyber Risk, Artificial Intelligence and Machine Learning (AI/ML), Security Awareness, Machine Learning, Automation

    Intermediate · Course · 1 - 4 Weeks

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    Universidad de los Andes

    Fundamentals of Using Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Large Language Modeling, Prompt Patterns, ChatGPT, AI powered creativity, LLM Application, AI literacy, Ideation, Responsible AI, Artificial Intelligence, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Content Creation, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    Generative AI in Deployment Training

    Skills you'll gain: Infrastructure as Code (IaC), AI Workflows, Generative AI, Application Deployment, CI/CD, Amazon Elastic Compute Cloud, IT Automation, Cloud Deployment, Jenkins, Amazon Web Services, Terraform, Cloud Infrastructure, AI Integrations, Kubernetes, GitHub Copilot, Docker (Software), Requirements Analysis, Release Management, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Generative AI Foundations in Python

    Skills you'll gain: Prompt Engineering, Fine-tuning, Generative AI, Generative Model Architectures, Prompt Patterns, Responsible AI, Model Deployment, Large Language Modeling, Generative Adversarial Networks (GANs), Data Ethics, Natural Language Processing, Transfer Learning, Artificial Intelligence, Model Training, Python Programming, Model Optimization, Machine Learning, Deep Learning

    Intermediate · Course · 1 - 3 Months

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    H2O.ai

    H2O Generative AI Starter Track

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Generative AI Agents, AI Integrations, Document Management, LLM Application, Agentic Workflows, AI Workflows, Application Programming Interface (API), Agentic systems, System Configuration, Configuration Management

    Intermediate · Course · 1 - 3 Months

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    IBM

    Develop Generative AI Applications: Get Started

    Skills you'll gain: Prompt Engineering, LangChain, Prompt Patterns, LLM Application, Generative AI, Generative AI Agents, Tool Calling, Large Language Modeling, AI Integrations, Model Evaluation, Flask (Web Framework), Agentic systems, Software Development

    4.6
    Rating, 4.6 out of 5 stars
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    523 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Amazon Web Services

    AWS Generative AI Lab Series

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, AWS SageMaker, Generative AI, LLM Application, Multimodal Prompts, Large Language Modeling, Applied Machine Learning, Model Training, Scikit Learn (Machine Learning Library), Image Analysis, Business Writing

    Beginner · Course · 1 - 3 Months

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    IBM

    Generative AI for Java and Spring Developers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Generative Model Architectures, Data Ethics, Generative AI Agents, Model Deployment, Restful API, Software Design Documents, Software Design, AI Integrations, Application Deployment, AI literacy, Software Architecture, Agentic Workflows, Continuous Integration, Artificial Intelligence and Machine Learning (AI/ML), Software Development, Java Programming

    4.7
    Rating, 4.7 out of 5 stars
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    12K reviews

    Intermediate · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular generative ai courses

  • Generative AI for Data Science: University of Glasgow
  • Applied NLP and Generative AI: Packt
  • Generative AI Models and GPU Systems: Edureka
  • Generative AI Essentials: Overview and Impact: University of Michigan
  • Generative AI for Cybersecurity Professionals: Edureka
  • Fundamentals of Using Generative AI: Universidad de los Andes
  • Generative AI in Deployment Training: Simplilearn
  • Generative AI Foundations in Python: Packt
  • H2O Generative AI Starter Track: H2O.ai
  • Develop Generative AI Applications: Get Started: IBM

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