
Mastering AI: From ML to Gen AI & Intelligent Agents | Udemy [Update 05/2026]
English | Size:
Genre: eLearning[/center]
Created byAshraf TP Mohammed
What you'll learn:
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[*]Understand the core concepts of Artificial Intelligence, Machine Learning, and Deep Learning and how they interconnect.
[*]Explore the world of Generative AI, including Large Language Models (LLMs), prompt engineering, and fine-tuning techniques
[*]Build and train machine learning models using Python , RAG , Vector Embeddings , OLLAMA
[*]Fine-Tuning in Prompt Engineering
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Unlock the full potential of Artificial Intelligence with this comprehensive, hands-on course designed for beginners and professionals alike. "Mastering AI: From ML to Gen AI & Intelligent Agents" takes you on a journey from the fundamentals of Machine Learning (ML) to advanced Generative AI, prompt engineering, and the development of intelligent AI agents.
In this course, you will:
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[*]Understand the core concepts of AI and different types of Machine Learning-supervised, unsupervised, and reinforcement learning-along with practical examples and algorithms.
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[*]Explore Generative AI tools like ChatGPT, n8n, Azure AI foundry, Google AI Studio, Runway, and Ideogram for creating text, images, and videos.
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[*]Master prompt engineering techniques to get precise and context-aware results from LLMs.
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[*]Learn to visualize ideas with AI-powered mind maps and presentation tools like Napkin.
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[*]Convert text to speech with Eleven Labs and build AI-assisted websites using Lovable.
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[*]Explore a comprehensive directory of AI tools for different categories with practical use cases.
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[*]Build professional AI agents using n8n and automate business workflows with Microsoft Copilot Studio
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[*]Understand Retrieval-Augmented Generation (RAG), vector embeddings, and vector databases, and implement RAG in Python projects to enhance AI agent intelligence.
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[*]Apply everything in a hands-on capstone project to build a fully functional AI agent.
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By the end of this course, you will have the knowledge and practical experience to create intelligent AI solutions, automate processes, and leverage cutting-edge AI tools for personal, professional, and business applications.
Whether you are a student, developer, or professional looking to upskill, this course equips you with the skills to confidently harness the power of AI and become a creator of intelligent AI solutions.
Who this course is for:
IT professionals, data analysts, and software engineers looking to upskill and transition into AI-focused roles.
Business leaders, consultants, and entrepreneurs who want to understand how AI and intelligent agents can transform their organizations
Anyone curious about AI - from how ChatGPT and similar models work to how intelligent systems make decisions and automate tasks.
Students and beginners who want to build a strong foundation in Artificial Intelligence, Machine Learning, and Generative AI.
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