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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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    Packt

    Foundations of Generative AI and LangChain

    Skills you'll gain: LangChain, Prompt Engineering, LangGraph, Prompt Patterns, Generative AI Agents, Generative AI, LLM Application, Generative Model Architectures, Prompt Engineering Tools, AI Workflows, Large Language Modeling, OpenAI, Image Analysis, Multimodal Prompts, Memory Management, Model Context Protocol, Python Programming, Agentic systems

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Generative AI for Marketing: Advanced & Responsible

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Responsible AI, Large Language Modeling, LangChain, Data Ethics, AI Personalization, Personalized Campaigns, LLM Application, Marketing Strategies, Artificial Intelligence and Machine Learning (AI/ML), Augmented and Virtual Reality (AR/VR), Transfer Learning, Customer Insights, Digital Marketing, Data Science

    Intermediate · Course · 1 - 3 Months

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    LearnKartS

    Applied Generative AI & Prompt Engineering Mastery

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, ChatGPT, Generative AI, Responsible AI, AI literacy, Generative AI Agents, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Retrieval-Augmented Generation, Artificial Intelligence, AI Workflows, Large Language Modeling, Embeddings, GitHub Copilot, Fine-tuning, Deep Learning, Automation, Machine Learning, Machine Learning Methods

    Beginner · 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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    Packt

    Machine Learning and Generative AI for Marketing

    Skills you'll gain: Marketing Analytics, Time Series Analysis and Forecasting, Retrieval-Augmented Generation, AI Personalization, Feature Engineering, Personalized Service, Customer Insights, Generative AI, Data-Driven Marketing, Customer Analysis, Key Performance Indicators (KPIs), Data Transformation, Generative Model Architectures, Customer Engagement, Marketing Strategies, Generative Adversarial Networks (GANs), Predictive Modeling, Responsible AI, Predictive Analytics, Trend Analysis

    Intermediate · Specialization · 3 - 6 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, AI Workflows, Large Language Modeling, AI Integrations, Model Evaluation, Flask (Web Framework), Agentic systems, Software Development

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    Rating, 4.6 out of 5 stars
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    568 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Generative AI: Foundations and Concepts

    Skills you'll gain: Generative AI, Generative Model Architectures, Convolutional Neural Networks, Artificial Neural Networks, Model Optimization, Deep Learning, Model Training, Bayesian Network, Mathematical Modeling, Estimation, Model Evaluation, Applied Mathematics, Network Architecture, Probability Distribution

    Intermediate · Course · 1 - 4 Weeks

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    Rutgers the State University of New Jersey

    Generative AI & Governmental Financial Reporting

    Skills you'll gain: Prompt Engineering, AI Integrations, Scalability, Large Language Modeling, Governmental Accounting, Unstructured Data, LLM Application, General Accounting, Financial Data, Generative AI, Accounting, Artificial Intelligence, Robotic Process Automation, Data Capture, Data Processing, Automation, Application Programming Interface (API)

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Generative AI: Elevate Your Data Science Career

    Skills you'll gain: Generative AI, Exploratory Data Analysis, Generative Model Architectures, Generative Adversarial Networks (GANs), Data Ethics, Feature Engineering, Predictive Modeling, Responsible AI, Data Science, Data Synthesis, Data Analysis, Data Visualization Software, Autoencoders

    4.6
    Rating, 4.6 out of 5 stars
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    279 reviews

    Intermediate · 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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    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, Continuous Deployment, IT Automation, Cloud Deployment, Jenkins, Amazon Web Services, Terraform, Cloud Infrastructure, AI Integrations, Kubernetes, GitHub Copilot, Docker (Software), Software Documentation, Requirements Analysis, Release Management

    Beginner · Course · 1 - 4 Weeks

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

  • Foundations of Generative AI and LangChain: Packt
  • Generative AI for Marketing: Advanced & Responsible: Packt
  • Applied Generative AI & Prompt Engineering Mastery: LearnKartS
  • AWS Generative AI Lab Series: Amazon Web Services
  • Machine Learning and Generative AI for Marketing: Packt
  • H2O Generative AI Starter Track: H2O.ai
  • Develop Generative AI Applications: Get Started: IBM
  • Generative AI: Foundations and Concepts: Northeastern University
  • Generative AI & Governmental Financial Reporting: Rutgers the State University of New Jersey
  • Generative AI: Elevate Your Data Science Career: IBM

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