Learn AI fundamentals, Agentic AI workflows, automation, and real-world applications with n8n
Sub Category
- Other IT & Software
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Objectives
- Understand core AI and Agentic AI concepts. Apply AI to real organizational use cases
- Build real-world AI automations using n8n
- Explain the internal working of ChatGPT and decoder-based large language models (LLMs).
- Design and orchestrate Agentic AI workflows. Automate repetitive and time-consuming tasks
- Understand linear regression and logistic regression concepts
- Describe how neural networks function, including activation function and backpropagation.
- Understand embeddings and how they convert text and data into numerical representations.
- Explain how vector databases store and retrieve embeddings for context-aware AI systems.
- Describe the attention mechanism and understand how it powers modern large language models.
- Build Retrieval-Augmented Generation (RAG) agents to create intelligent company chatbots using embeddings and vector databases.
- Design and deploy Browser Agents to automate repetitive tasks such as website interaction and data entry.
- Develop Vision Agents capable of analyzing visual data for use cases such as stock trading insights.
- Create Video Analyzer Agents that process video content and trigger automated notifications.
- Build Coding Agents that can generate websites or applications from images or prompts.
- Use n8n to design and orchestrate scalable, no-code/low-code AI workflows by integrating models, tools, and external systems.
- Implement real-world AI automation solutions using tools like Airtop, Lovable, and Replit to solve business and productivity challenges.
Pre Requisites
- No programming knowledge required. You will learn everything you need to know
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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