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Multimodal AI Courses

Multimodal AI courses can help you learn how models process and combine different inputs such as text, images, audio, or video. You can build skills in feature representation, alignment techniques, evaluation methods, and designing workflows that use multiple data types. Many courses introduce tools like Python libraries, model APIs, and frameworks that support building and testing multimodal AI systems.

Popular Multimodal AI Courses and Certifications


  • Status: Free Trial
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    Pearson

    Programming Generative AI

    Skills you'll gain: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Fine-tuning, Image Analysis, Model Evaluation, Autoencoders, Hugging Face, Embeddings, Computer Vision, Convolutional Neural Networks, Artificial Neural Networks, LLM Application, Natural Language Processing, Deep Learning, Prompt Engineering, Model Training, Image Quality

    Intermediate · Specialization · 1 - 4 Weeks

  • Status: New
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    Coursera

    Tokens to Deployment: NLP, Language Models, & Production API

    Skills you'll gain: OAuth, Unit Testing, Apache Airflow, Fine-tuning, Model Evaluation, Data Validation, API Design, Test Driven Development (TDD), Data Integrity, Extract, Transform, Load, Model Training, Multimodal Prompts, Natural Language Processing, MLOps (Machine Learning Operations), OpenAI API, Data Presentation, Hugging Face, Token Optimization, CI/CD, Tensorflow

    Intermediate · Specialization · 3 - 6 Months

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    LearnKartS

    Multi-Agent Systems Design: AI Customer Support with n8n

    Skills you'll gain: AI Workflows, Model Context Protocol, AI Orchestration, Agentic Workflows, Generative AI Agents, Software Testing, Email Automation, AI Integrations, Model Deployment, Prompt Engineering, Retrieval-Augmented Generation, Customer Support, Artificial Intelligence, Agentic systems, Large Language Modeling, OpenAI API, Tool Calling, Automation, Vector Databases

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Vision & Audio AI Systems

    Skills you'll gain: Apache Airflow, Model Optimization, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Model Training, Embeddings, Performance Tuning, Deep Learning, Digital Signal Processing

    Advanced · Specialization · 3 - 6 Months

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    A

    Multiple educators

    Real-World AI for Everyone

    Skills you'll gain: AI literacy, Retrieval-Augmented Generation, AI powered creativity, Vibe coding, Problem Solving, AI Enablement, Prompt Engineering Tools, AI Personalization, Multimodal Prompts, Productivity Software, Generative AI, Communication Strategies, Responsible AI, Business Communication, Productivity, Project Planning, Planning, Business Planning, Project Management, Business

    4.6
    Rating, 4.6 out of 5 stars
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    100 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    IBM

    Agentic AI with LangGraph, CrewAI, AutoGen and BeeAI

    Skills you'll gain: AI Orchestration, AI Workflows, Agentic Workflows, Agentic systems, Generative AI Agents, LLM Application, AI Integrations, Tool Calling, Large Language Modeling, Software Design Patterns, Memory Management

    4.7
    Rating, 4.7 out of 5 stars
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    99 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of California, Davis

    AI Agents: From Prompts to Multi-Agent Systems

    Skills you'll gain: Prompt Engineering, Generative AI Agents, AI Workflows, Prompt Patterns, Agentic Workflows, Agentic systems, Generative AI, AI Orchestration, AI literacy, Artificial Intelligence, Responsible AI, AI Integrations, Risking, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    197 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Coursera

    Analyze Multimodal AI for Business Insights

    Skills you'll gain: Data Presentation, Executive Presence, Stakeholder Engagement, Decision Support Systems, AI literacy, Business Analysis, Strategic Thinking, Analytical Skills, Data Synthesis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Modern AI Models for Vision and Multimodal Understanding

    Skills you'll gain: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Generative Model Architectures, Embeddings, Digital Signal Processing, Transfer Learning, Machine Learning Methods, Classification Algorithms

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    33 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Saïd Business School, University of Oxford

    Generative and Agentic AI

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Agentic systems, Generative AI Agents, Prompt Patterns, Agentic Workflows, Generative Model Architectures, Multimodal Prompts, AI literacy, LLM Application, ChatGPT, AI Workflows, AI Product Strategy, Large Language Modeling, Model Evaluation, Responsible AI, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    115 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Michigan

    AI for Autonomous Vehicles and Robotics

    Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Image Analysis, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    66 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Transformer Architectures and Multimodal Models

    Skills you'll gain: Vision Transformer (ViT), Generative Model Architectures, Recurrent Neural Networks (RNNs), Embeddings, Large Language Modeling, Artificial Neural Networks, Software Architecture, Model Optimization, Deep Learning, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Artificial Intelligence, Distributed Computing, Scalability, Unsupervised Learning, Computer Vision, Memory Management

    Intermediate · Course · 1 - 4 Weeks

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

  • Programming Generative AI: Pearson
  • Tokens to Deployment: NLP, Language Models, & Production API: Coursera
  • Multi-Agent Systems Design: AI Customer Support with n8n: LearnKartS
  • Vision & Audio AI Systems: Coursera
  • Real-World AI for Everyone: Advancing Women in Tech
  • Agentic AI with LangGraph, CrewAI, AutoGen and BeeAI: IBM
  • AI Agents: From Prompts to Multi-Agent Systems: University of California, Davis
  • Analyze Multimodal AI for Business Insights: Coursera
  • Modern AI Models for Vision and Multimodal Understanding: University of Colorado Boulder
  • Generative and Agentic AI: Saïd Business School, University of Oxford

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