AI Summer

🚀 Our Introduction to Deep Learning & Neural Networks course is finalized. - 📘 52 lessons - 💻 11 coding challenges - 🏀 24 PyTorch playgrounds - ❓ 8 Quizzes - 🖼️ 89 Deep Learning Illustrations educative.io/courses/intro-… 🧵Thread for details about lessons and structure👇

Our book in now on discount on Leanpub

My @StanfordHAI colleagues and I predict #AI trends in 2025 hai.stanford.edu/news/predictio… My take: we will see a lot more multi-agent AI teams, instead of individual models, for tackling complex problems like those in science.

Part 2 is here: theaisummer.com/classifier-fre…

[New article] An overview of classifier-free guidance for diffusion models This new blog post explores classifier-free guidance (CFG) for diffusion models and presents recent advancements in the field. Part 2 is coming soon so stay tuned... theaisummer.com/classifier-fre…

Part 1 is here: theaisummer.com/classifier-fre…

🚀 [New Article] 🚀 : An overview of classifier-free guidance for diffusion models (part 2) On their new blog, we expand on part 1 and review different classifier-free guidance (CFG) approaches to a diffusion model trained without conditioning dropout. theaisummer.com/classifier-fre…

Neural Radiance Fields (NeRF) explained in simple terms from the ground up Link : theaisummer.com/nerf/ Thx @theaisummer !

🚀 [New Article] 🚀 : An overview of classifier-free guidance for diffusion models This new blog post by @nadaloglou and Tim Kaiser presents an overview of classifier-free guidance (CFG) for diffusion models and recent advancements in CFG. theaisummer.com/classifier-fre…

[AI Summer Learning Mondays] - Large Transformer Model Inference Optimization hubs.ly/Q026lr6v0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

[AI Summer Learning Mondays] - Prompt Engineering by Lilian Weng hubs.ly/Q026lpG40 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

[AI Summer Learning Mondays] - What are Diffusion Models? hubs.ly/Q026lpkz0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

Deep learning on computational biology and bioinformatics tutorial: from DNA to protein folding and alphafold2 | AI Summer hubs.ly/Q026lq9z0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

[AI Summer Learning Mondays] - Transformers in computer vision: ViT architectures, tips, tricks and improvements | AI Summer hubs.ly/Q026ln_50 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

[AI Summer Learning Mondays] - Grokking self-supervised (representation) learning: how it works in computer vision and why | AI Summer hubs.ly/Q026lp3T0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

Learn how to perform 3D Medical image segmentation with transformers by @nadaloglou hubs.ly/Q026lpNL0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

Introduction to medical image processing with Python: CT lung and vessel segmentation without labels by Nikolas Adaloglou (@nadaloglou) hubs.ly/Q026lp6G0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

An overview of Unet architectures for semantic segmentation and biomedical image segmentation by Nikolas Adaloglou (@nadaloglou) hubs.ly/Q026lpkw0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

[AI Summer Learning Mondays] - Learn Pytorch Today: Training your first deep learning models step by step | AI Summer hubs.ly/Q026lpDf0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

[AI Summer Learning Mondays] - Open challenges in LLM research hubs.ly/Q026lrbV0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python

Understanding Maximum Likelihood Estimation in Supervised Learning by @nadaloglou hubs.ly/Q026lq7Y0 #MachineLearning #DeepLearning #ai #aisummer #machinelearning #artificialintelligence #python