Generative Ai & Llms: Foundations To Hands-On Development
Published 1/2025
Created by Mohammad Dabbagh
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 9 Lectures ( 1h 6m ) | Size: 638 MB
Generative AI, Large Language Models (LLMs), GPT models
What you'll learn
Understand the core concepts and advancements behind LLMs
Classify and compare representation (e.g., BERT) and generative (e.g., GPT) models
Gain hands-on experience using cutting-edge technolgies to build a chatbot
Master the ethical and social considerations of deploying LLMs responsibly
Explore future trends and opportunities in Language AI
Requirements
Basic Python Programming Knowledge
No Prior Knowledge of LLMs Required
Description
Unlock the power of Large Language Models (LLMs) in this comprehensive and engaging course designed for learners at all levels. From understanding the evolution of Language AI to building your own Generative chatbot, this course equips you with the knowledge and practical skills needed to excel in the rapidly growing field of Artificial Intelligence (AI).Dive deep into the theoretical foundations of LLMs, including the groundbreaking impact of GPT models, transformers, and self-attention mechanisms. Explore cutting-edge advancements in text representation methods, such as word embeddings and neural networks, while learning how to differentiate between representation and generative models like BERT and GPT.But we don't stop at theory. This course includes a hands-on lab where you'll create a fully functional Generative AI chatbot using Python and Hugging Face's GPT-2 model. Along the way, you'll explore the applications and ethical implications of LLMs, ensuring you understand the responsibilities that come with developing AI technologies.Whether you're a student, developer, researcher, or business professional, this course offers invaluable insights and actionable knowledge that will empower you to harness the transformative potential of LLMs.Take the first step toward becoming a proficient AI practitioner and join the forefront of innovation in Language AI!
Who this course is for
Students and Educators
Data Scientists and AI Enthusiasts
Professionals Transitioning into AI
ChatGPT and Similar Models Enthusiasts
Python Developers Curious about Generative AI
Homepage
Generative Ai & Llms Foundations To Hands-On Development
