Advanced Lessons

Transformers: Standardizing Model Definitions Across the PyTorch Ecosystem - L. Debut & A. Zucker

Enabling Lightweight, High-Performance FSDP With NVIDIA GPU - J. Chang CN, C. Ye, X. Chen & S. Lym

Google’s TPU Advantage: Google Cloud VP on Performance & Cost for Gemini

Data and AI Governance - How to Balance Centralization and Decentralization | Amazon Web Services

What is Data Governance - Really? | Amazon Web Services

Dynamic Expert Allocation in GPT 5

How you hear these notes depends on where you’re from #shorts

Master ChatGPT Atlas in One Video

This #Zillow trends expert explains the new ways #Millennials and #GenZ are buying #realestate.

How Zyphra went all-in on AMD + Why Devs feel faster with AI but are slower — with Quentin Anthony

Top Cybersecurity Trends for 2026 | Stay Ahead of Cyber Threats #shorts #simplilearn

Faster R-CNN - Explained!

Lecture 09: Reflections on the Szemeredi-Trotter Theorem

Lecture 19: Random Walks on Finite Groups, Part 3

SRL: NEW AI Training (by Google)

Brené Brown: The Algorithms Have Forced Us Into A Hidden Epidemic, This Is The Only Way Out!

Minimax M2 in 7 mins!

why Google disabled IO uring

Geometric GROKKING Unlocked & Explained

Efficient Memory Management for LLM serving

Page faults

The Software Problem

Verl: A Flexible and Efficient RL Framework for LLMs - Hongpeng Guo & Ziheng Jiang, ByteDance Seed

Lifecycle of a Parameter - Philip Bontrager, Meta

Fault Tolerance Training at Pinterest - Chia-Wei Chen & Karthik Anantha Padmanabhan, Pinterest

How Modern PyTorch Supercharges Multimodal Training and Inference at Luma AI - Thomas Neff, Luma AI

Rethinking the Transformer: Toward Native Multimodal Architectures - Bowen Peng, Nous Research

Lightning Talk: Dynamic Shape Recompilations - Bob Ren, Meta

Optimizing Long-Tail and MoE Challenges in Reinforcement Learning with SGLang - Chenyang Zhao, UCLA

AI On-board of Satellites, Towards Autonomous Scientific Instruments - Vit Ruzicka, NASA

Controllable Generation of Synthetic Video Data With Human Motion - Vaclav Knapp

GQA: The speed hack that makes LLMs faster

Absa equips employees with skills to drive migration | Amazon Web Services

Absa and AWS Skills Guild | Africa's first female Golden Jacket winner | Amazon Web Services

Why Grouped Query Attention (GQA) Outperforms Multi-head Attention

AI in the Wild: Lovable | What Happens When Anyone Can Build with AI? | Amazon Web Services

How do I troubleshoot Amazon Q Developer authentication errors in my IDE?

How do I troubleshoot issues when I integrate Amazon RDS for Oracle with Amazon S3?

Lecture 18: Random Walks on Finite Groups, Part 2

Lecture 08: The Szemeredi-Trotter Theorem

Lecture 21: Homogeneous Dynamics, Part 2

How Yoodli trained 15,000 people with Google Cloud Consulting

Quantum Observer Effect on Training Runs

AI Engineer vs ML Engineer — What’s the Difference? | AI Engineer Guide | #shorts | #Simplilearn

What's up with Google's new VaultGemma model? – Differential Privacy explained

Rephrasing Low Quality Data Boosts Performance

How Robots Assist in Surgery | Future of Healthcare Explained | #shorts #simplilearn

AI's Secret Memory Discovered