Description
Generative AI Course for Beginners: RAG, MCP, AI Agents, etc. This course is a comprehensive introductory to advanced training program that prepares you to enter the job market as a generative AI engineer. Combining theoretical foundations and practical projects, the course provides you with the essential skills. You will be introduced to the principles of generative AI, large language models, and transformer architecture, and then learn how to use models from companies like OpenAI and Gemini in Python using frameworks like LangChain and LlamaIndex. Other key sections include topics such as engineering prompts for effective interaction with models, building chatbots, and deploying them on the cloud with Streamlit. You will be hands-on with building a RAG pipeline to create Q&A bots from documents, and then move on to creating AI agents with tools like PydanticAI, AutoGen, and CrewAI to design multi-agent workflows. The course covers deploying open source models with Ollama and Docker on services like AWS EC2, as well as working with the MCP protocol to integrate tools with agents. Finally, all the knowledge gained is applied in the form of comprehensive final projects, such as building intelligent assistants and complex agents fully deployed on the cloud, to provide complete preparation for real-world job situations. Each section includes quizzes and coding exercises to consolidate learning.
What you will learn
- The individual will master the principles of Generative AI, Large Language Models, and Transformer architecture.
- He will build real-world AI applications including Chatbots, RAG systems, MCP servers, and Multi-Agent Systems.
- The individual will deploy LLM-based solutions on the Cloud using Docker, Streamlit, Ollama, vLLM, and AWS EC2.
- He will gain the knowledge and practical skills needed to enter the role of Generative AI Engineer.
This course is suitable for people who:
- This course is for students, developers, and professionals who have basic Python/ML knowledge and want to become productive AI engineers through hands-on projects.
Course details
- Publisher: Udemy
- Instructor: Siddhardhan S
- Training level: Beginner to advanced
- Training duration: 17 hours and 31 minutes
- Number of lessons: 61
Course headings
Prerequisites for the Generative AI Course for Beginners: RAG MCP AI Agents etc.
- This course requires only a basic understanding of Python and Machine Learning. No prior knowledge of Generative AI is needed — we start from the fundamentals and progress to advanced concepts. All you need is the curiosity to learn by building real-world projects.
Course images
Sample course video
Installation Guide
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Subtitles: None
Quality: 720p
Download link
Downloadly
Rapidgator link
File(s) password: www.downloadly.ir
File size
6.8 GB
