Aritra Roy Gosthipaty and Ritwik Raha

Table of Contents T’is the Time … for GenAI! Google and Generative AI What’s the Buzz? What Is Generative AI? Getting Started with Vertex AI-Generative AI Studio’s User Interface Vertex AI-Generative AI Studio on Google Cloud Language Get Started Create…

Table of Contents ML Days in Tashkent — Day 3: Demos and Workshops Day 3 at the Google ML Community Summit: A Hands-On Showcase of Global Talent 3-Minute Demos: A Rapid-Fire Showcase of Innovation Meeting with Pedro: Fine-Tuning Stable Diffusion…

Table of Contents ML Days in Tashkent — Day 2: Sprints and Sessions Kicking Off with a Keynote Sprints and Sessions: A Showcase of Innovation Community Focus: Training and Building AI/ML Ecosystems Martin Gorner on Keras: Evolution and Future Mark…

Table of Contents ML Days in Tashkent — Day 1: City Tour Arriving at Tashkent! City Tour Memorial to the Victims of Repression Barak Khan Madrasa Minor Mosque Chorsu Bazaar Metro Ride Back to the Hotel Generating Images with Stable…

Table of Contents A Brief Introduction to Do-Calculus Definitions Definition 1 Definition 2 The Rules of Do-Calculus Rule 1: Insertion/Deletion of Observation Rule 2: Action/Observation Exchange Rule 3: Insertion/Deletion of Action Summary References Citation Information A Brief Introduction to Do-Calculus…

Table of Contents Tools and Methodologies for Studying Causal Effects Randomization A/B Test Multi-Armed Bandits Natural Experiments Regression Discontinuity Instrumental Variable Observational Data Backdoor Criterion Propensity Score Matching Summary References Citation Information Tools and Methodologies for Studying Causal Effects This…

Table of Contents AugMix Breakdown (Part 1): Introduction to AugMix with KerasCV Configuring Your Development Environment Need Help Configuring Your Development Environment? Introduction: Augmentations But Wait, What Is KerasCV? The Dataset The Problem Mismatch Between Training and Test Data Data…

Table of Contents What Is Keras Core? Configuring Your Development Environment Let’s Talk about Keras! Going Beyond with Keras Core The Power of Keras Core: Expanding Your Deep Learning Horizons Show Me Some Code JAX Harnessing model.fit() Imports and Setup…

Table of Contents DETR Breakdown Part 3: Architecture and Details DETR Architecture 🏗️ CNN Backbone 🦴 Transformer Preprocessing ⚙️ Transformer Encoder 🔄 Transformer Decoder 🔄 Prediction Heads: Feed-Forward Network ➡️🧠 Importance of DETR 🌟 🔁 End-to-End Trainability ⏩ Parallel Decoding…