Future of Intelligence Fellowship
Embark on a transformative journey through the cutting-edge realms of AI and Machine Learning. Our 7-week fellowship program is designed to equip you with the knowledge and skills at the forefront of technological innovation.
Teaching Machines to Learn the World
We kick off by welcoming all fellows and diving into the essentials of Machine Learning. You'll get acquainted with the key figures who shaped the field and gain a solid understanding of its various branches. By the end of the week, you'll have a broad overview of what makes Machine Learning so transformative.
View SlidesModeling the Brain with Neural Networks
This week, we explore the breakthrough that continues to drive the field forward: Neural Networks. You'll get hands-on experience experimenting with different architectures and understanding the trade-offs involved. Prepare to unlock the secrets behind one of the most powerful tools in AI.
View SlidesTeaching Machines to See with Computer Vision
Our focus shifts to Computer Vision, a crucial area that enables machines to interpret and understand visual information. Through Convolutional Neural Networks, you'll discover how models can be trained to "see" and why this technology is at the forefront of AI advancements.
View SlidesPowering LLMs with Prompt Cheats
We jump to the cutting edge of AI with Large Language Models (LLMs). This week, you'll learn how to prompt and guide these models to perform tasks, often exceeding your expectations. You'll discover just how powerful and versatile these tools can be.
View SlidesTransforming Text Generation
Now, we dive deeper into the inner workings of LLMs, unraveling the mystery of how they generate text from your prompts. You'll gain insight into attention mechanisms, a critical concept in Natural Language Processing that powers these advanced models.
View SlidesGenerating All Media with Diffusion
This week, we expand our exploration of LLMs to other creative domains, including image, video, and even audio generation. You'll delve into Diffusion models, the cutting-edge technology driving the latest innovations in generative AI.
View SlidesBeating any Decision Game with RL
We conclude with Reinforcement Learning, a fascinating area that teaches machines to excel at tasks, from gaming to robotics. You'll see how this technology is used to optimize strategies, even in unpredictable environments, and explore its real-world applications like autonomous vehicles.
View SlidesFIF Presentations
Members get the opportunity to share anything they find cool and interesting within the ML and AI space.
Slides were made by Emmanuel Rassou and Giovanni D'Antonio, Fall 2024 Directors