24/07/2024
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• GenAI and LLMs Course
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Explore the fascinating journey and transformative impact of Generative AI in this comprehensive workshop. Our speaker delves into the evolution of AI, from basic data reporting to advanced predictive models and deep learning, culminating in the cutting-edge domain of Generative AI. Discover how Generative AI is revolutionizing text and image generation, producing highly realistic outputs from mere instructions.
Initially, AI focused on basic reporting and predictive models using algorithms like regression and decision trees. This evolved into advanced models with random forests and deep learning, which allowed for sophisticated tasks such as image and text classification. Now, Generative AI can create new images and texts based on specific instructions, a leap from just identifying objects to generating entirely new and realistic content.
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⭐️ Timestamps ⭐️
0:00 Intro
00:11 History of Gen AI
04:52 Parts of Gen AI: Language Data & Image Data
06:52 Gen AI Course Content
11:39 Introduction to LLMs & Prompt Engineering
16:01 Meaning of Large Language Models (LLMs)
24:18 Applications of LLMs
40:00 List of various LLM’s
The applications of Generative AI are vast and precise, attracting significant interest from companies looking to enhance their processes. Our speaker, with extensive experience in corporate training, highlights the increasing demand for skills in Generative AI. Companies are either hiring new talent or training their existing workforce in this field due to its proven effectiveness in improving accuracy and efficiency in various tasks.
This workshop is divided into six modules, designed to cater to both beginners and those with a background in machine learning:
Introduction to Generative AI and Large Language Models (LLMs): Understanding the basics and the significance of prompt engineering.
Fundamental Concepts: Dive into word embeddings and artificial neural networks, the core of Generative AI.
Hands-on with Hugging Face and LangChain Framework: Practical applications of LLMs, including integrating various inputs like PDFs and Wikipedia data, and extracting useful outputs.
Retrieval-Augmented Generation: Learn how to apply LLMs to private datasets for tailored solutions.
Building Intelligent Agents: Create agents capable of autonomous task ex*****on, enhancing productivity.
Theory and Advanced Concepts: Explore the underlying principles of deep learning algorithms and Transformers.
Generative AI is reshaping industries, providing unprecedented accuracy and efficiency in tasks like content creation, code generation, and language translation. Its impact on job markets is significant, offering lucrative opportunities for those skilled in this technology.
Join us to gain a thorough understanding of Generative AI, enhance your skill set, and stay ahead in the rapidly evolving AI landscape.
Course Materialshttps://github.com/venkatareddykonasani/Youtube_videos_MaterialAccess the full playlist https://www.youtube.com/playlist?list=PL2hXNYim5xvop-...
