Navigating the AI Landscape
There is a ton of hype around AI, and it can be a challenge to cut through all the noise. That is why we created the Explore AI series—your go-to toolkit for actionable AI insights. Each video is designed to simplify core concepts such as Machine Learning, Generative AI, Large Language Models, and more. Whether you are a seasoned expert or just getting started, this series provides guidance for navigating the evolving AI landscape.
Here’s a closer look at each video:
Kickstart Your AI Journey
This opening episode sets the stage by delineating the differences between AI and machine learning, introduces the fundamentals of generative AI, and discusses the critical role of AI in enhancing cybersecurity practices.
Understanding Artificial Intelligence
Dive into the basics of AI, ML, LLMs, and NLP, aimed at unpacking the core elements of artificial intelligence and setting a foundation for further exploration.
Demystifying Generative AI
An exploration of generative AI, explaining its workings and practical applications to help you understand what it takes to implement this transformative technology effectively.
Deep Dive into Large Language Models (LLMs)
Explore the mechanics of LLMs and their ability to process and predict text by analyzing extensive datasets, demonstrating their impact through examples like ChatGPT and Llama.
Training Large Language Models
Learn the intricacies of pre-training LLMs to comprehend and process language nuances, highlighting the importance of extensive text data analysis in their development.
Exploring the Benefits of RAG
This episode discusses the Retrieval-Augmented Generation (RAG) technique, which pushes the capabilities of LLMs beyond their inherent limitations, complete with practical applications and use cases.
Fine-Tuning Large Language Models
Focuses on tailoring LLMs to meet specific requirements through fine-tuning, offering insights into the process, applications, and best practices to optimize performance.
Latest Developments in Generative AI
An analysis of recent significant advancements in AI, including models like Claude 3 and Sora, exploring their implications for the industry and practical uses.
Comparing RAG and Fine-Tuning
Discusses the pros and cons of RAG and fine-tuning, providing guidance on choosing the right approach to tailor AI tools to specific project needs.
Getting Started with Generative AI
Offers advice for both developers and business leaders on beginning their AI journey, with a spotlight on the opportunities ahead and the strategic role of Veritas in the AI ecosystem.
Learn more about how Veritas uses Generative AI to simplify data management with Veritas AltaTM Copilot.
