Sara El-Ateif, Co-Founder of Anajia and AI Wonder Girls, Google Developer Expert in Machine Learning, Google PhD Fellow, NVIDIA DLI Instructor-University Ambassador, and Mindvalley Certified Business Coach, is on a mission to demystify AI for value creation, empower individuals with tools and mindset required to build solutions that matter to their community/to humanity.
The world is inherently multimodal, consisting of sights, sounds, and other sensory data. To achieve a human-like understanding of this complex world, AI models require multimodal data for analysis. This talk delves into Multimodal AI, exploring why it's essential for achieving superior AI performance. We'll explore how multimodal learning approaches work, how generative AI models like Gemini can supercharge these capabilities, and best practices for maximizing the value of your multimodal AI projects. Since building and running these models can be resource-intensive, we'll discuss strategies to optimize their utilization. Additionally, we'll showcase practical examples of multimodal AI models using platforms like Google AI Studio (text-to-image, image-to-text, video-to-text) and tools like PaliGemma and Idefics2 (https://huggingface.co/docs/transformers/main/en/model_doc/idefics2).
Move over automation, the future belongs to intelligent companions!
Come explore with me the fascinating world of Agentic AI - the technology behind these next-generation intelligent agents (ChatGPT-4o, Beam AI, etc). We'll dissect the key differences between agents and traditional automation, delve into the building blocks of these powerful systems, and explore how generative AI plays a leading role in their development. Prepare to discover best practices for crafting high-grade AI agents, explore real-world applications, and witness the world-shaking change these intelligent agents will bring to us!
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