[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 #ai summer #machinelearning #artificialintelligence #python

Learn how to perform 3D Medical image segmentation with transformers by Nikolas Adaloglou (black0017) hubs.ly/Q026lpNL0 #MachineLearning #DeepLearning #ai #ai summer #machinelearning #artificialintelligence #python

Introduction to medical image processing with Python: CT lung and vessel segmentation without labels by Nikolas Adaloglou (Nikolas Adaloglou (black0017)) hubs.ly/Q026lp6G0 #MachineLearning #DeepLearning #ai #ai summer #machinelearning #artificialintelligence #python

An overview of Unet architectures for semantic segmentation and biomedical image segmentation by Nikolas Adaloglou (Nikolas Adaloglou (black0017)) hubs.ly/Q026lpkw0 #MachineLearning #DeepLearning #ai #ai summer #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 #ai summer #machinelearning #artificialintelligence #python

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

Understanding Maximum Likelihood Estimation in Supervised Learning by Nikolas Adaloglou (black0017) hubs.ly/Q026lq7Y0 #MachineLearning #DeepLearning #ai #ai summer #machinelearning #artificialintelligence #python

[AI Summer Learning Mondays] - Kullback-Leibler Divergence Explained hubs.ly/Q026lpCn0 #MachineLearning #DeepLearning #ai #ai summer #machinelearning #artificialintelligence #python

𝗟𝗮𝗿𝗴𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀 (𝗟𝗟𝗠𝗢𝗽𝘀) 𝗦𝗽𝗲𝗰𝗶𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻
A new LLMOps course just finalised by Duke University. It covers deployment, management, and optimization of large language models across various platforms such as Azure, AWS,…

[AI Summer Learning Mondays] - Generalized Visual Language Models hubs.ly/Q026lpLy0 #MachineLearning #DeepLearning #ai #ai summer #machinelearning #artificialintelligence #python

Regularization techniques for training deep neural networks | AI Summer hubs.ly/Q026lp6L0 #MachineLearning #DeepLearning #ai #ai summer #machinelearning #artificialintelligence #python

[AI Summer Learning Mondays] - Transformer for VS | Flamingo: a Visual Language Model for Few-Shot Learning | Session 5 | CVPR 2022 hubs.ly/Q026lpFW0 #MachineLearning #DeepLearning #ai #ai summer #machinelearning #artificialintelligence #python

Finally !! A new video by Andrej Karpathy

Stability AI introduces Stable Cascade, a new text to image model building upon the Würstchen architecture. Würstchen is a large scale text-to-image diffusion model that showcases competitive performance with very good cost-effectiveness

Würstchen paper: openreview.net/forum?id=gU58d……

[AI Summer Learning Mondays] - Visualizing Models, Data, and Training with TensorBoard — PyTorch Tutorials 2+ documentation hubs.ly/Q026lpDb0 #MachineLearning #DeepLearning #ai #ai summer #machinelearning #artificialintelligence #python

Let's analyse SORA's technical report:

Sora is a text-conditional diffusion model trained jointly on videos and images. A transformer architecture is used to encode videos and images into a latent space.
🧵👇

Why multi-head self attention works: math, intuitions and 10+1 hidden insights by Nikolas Adaloglou (Nikolas Adaloglou (black0017)) hubs.ly/Q026lq7T0

[AI Summer Learning Mondays] - Diffusion models tutorial: Generative Modeling by Estimating Gradients of the Data Distribution | Yang Song hubs.ly/Q026lqbl0 #MachineLearning #DeepLearning #ai #ai summer #machinelearning #artificialintelligence #python

𝗪𝗵𝗮𝘁 𝗟𝗟𝗠𝗢𝗽𝘀 𝗶𝘀 𝗮𝗹𝗹 𝗮𝗯𝗼𝘂𝘁? 🤖 💻
LLMOps is all about the techniques and tools used for the operational management of large language models in production environments. A typical LLMOPs flow is like this:

[AI Summer Learning Mondays] - Keras: Vector-Quantized Variational Autoencoders hubs.ly/Q026lpR10 #MachineLearning #DeepLearning #ai #ai summer #machinelearning #artificialintelligence #python