Enroll Course: https://www.udemy.com/course/bootcamp-avanzado-de-prompt-engineering-e-ia-generativa/
In today’s AI-driven world, Prompt Engineering has emerged as a crucial skill for anyone working with Large Language Models (LLMs). This advanced Udemy course, “Curso Avanzado de Prompt Engineering para IA Generativa A-Z,” is a comprehensive guide that promises to elevate your LLM interaction capabilities, unlock advanced application development, and enhance model efficiency.
The course offers a deep dive into the inner workings of LLMs, including practical implementation and accessing specific knowledge through Retrieval-Augmented Generation (RAG). You’ll learn optimization techniques like fine-tuning and deployment in production environments. Popular LLMs such as ChatGPT and Gemini are covered, with instructions on integrating them via APIs and platforms like OpenAI and Hugging Face.
The core of the course focuses on Prompt Engineering itself. You’ll grasp fundamental concepts and learn how to apply them to improve LLM performance. Techniques covered include static prompts (temperature reduction, priming, one-shot, and few-shot prompting) to avoid erroneous responses. Prompt templates, using tools like Awesome Prompt Templates and WebChatGPT’s 1-clickprompt, are explored for more effective interactions. Contextual prompts and prompt chaining, including Chain of Thought, Zero-Shot Chain of Thought, Self Consistency, and Tree of Thought, are taught to guide models through complex tasks. Advanced methods like Tagged Context Prompts, Self-Correct, and integrating external data sources are also part of the curriculum.
A significant portion of the course is dedicated to RAG models, teaching you how to build and optimize them by combining LLMs with external databases, using tools like OpenAI’s Custom GPTs and Flowise. You’ll also explore the world of open-source models and AI tools, with a focus on Hugging Face and advanced techniques for Llama 2 and Llama 3, including zero-shot, few-shot learning, Chain-of-Thought, and Knowledge Prompting.
Finally, the course delves into intelligent agents and automation, guiding you through developing agents with LangChain and Flowise for tasks like SQL queries and web searches. It also introduces autonomous agents like Auto-GPT and BabyAGI that can plan and execute tasks independently.
This course is highly recommended for engineers, developers, data scientists, and any professional looking to significantly enhance their Prompt Engineering skills. It bridges the gap between theory and practice, equipping you with immediately applicable, real-world project skills. If you’re serious about mastering Generative AI, this bootcamp is an invaluable investment.
Enroll Course: https://www.udemy.com/course/bootcamp-avanzado-de-prompt-engineering-e-ia-generativa/