Udemy – LLM Mastery: ChatGPT, Gemini, Claude, Llama3, OpenAI & APIs 2024-6

What you will learn:

• Comprehensive knowledge of LLMs:
• Understanding LLMs: Learn about parameters, weights, inference and neural networks.
• Neural Networks: Learn how neural networks work with tokens in LLMs.
• Transformer Architecture: Explore Transformer architecture and composition of experts.
• Fine-Tuning: Understand the process of fine-tuning and developing an assistant model.
• Reinforcement Learning with Human Feedback (RLHF): Dive deep into reinforcement learning with human feedback.
• Advanced techniques and future trends:
• Scaling rules: Learn about the scaling rules for LLMs, including graphics processing unit (GPU) and data enhancements.
• The Future of LLMs: Discover future capabilities and developments in LLM technology.
• Multimodal Processing: Understand multimodality and image processing with LLMs, inspired by movies like ‘Her’.
• Practical skills and applications:
• Use tools with LLMs: Use tools like calculators and Python libraries with LLMs.
• Systems Thinking: Delve into systems thinking and the future prospects of LLMs.
• Self-study: Learn self-study methods inspired by AlphaGo.
• Optimization Techniques: Improve LLM performance with prompts, RAG, function calls, and customization.
• Prompt Engineering:
• Advanced Prompting: Learn prompting techniques like chain thinking and thinking tree.
• Customization: Customize LLMs with system prompts and personalization with ChatGPT memory.
• Long-term memory: Implement RAG and GPTs for long-term memory capabilities.
• API and integration skills:
• API Basics: Understand the basics of using APIs, including the OpenAI, Google, and Cloud APIs.
• Microsoft and GitHub Copilot: Use Microsoft Copilot in 365 and GitHub Copilot for programming.
• OpenAI API Mastery: Explore capabilities, pricing models, and app creation with the OpenAI API.
• Artificial intelligence (AI) program development:
• Google Cola (Colab): Learn to make API calls to OpenAI with Google Cola.
• Artificial Intelligence (AI) Agent: Create agent artificial intelligence (AI) for various tasks in LangChain frameworks such as LangGraph, LangFlow, Vectorshift, Autogen, CrewAI, Flowise and more.
• Security: Ensure security with Jailbreak and Prompt Injection methods.

This course is suitable for people who:

• Looking to learn new things and gain in-depth knowledge about LLMs.
• Entrepreneurs who want to be more efficient and save money.
• Artificial Intelligence (AI) enthusiasts who want to build their own models

Installation guide

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English subtitle

Quality: 720p