Write Your Own Operating System in 1 Hour
Learn to create a basic operating system from scratch, covering key concepts like kernels, memory management, and system structures in under an hour.
HaeJin Portrait Full Process Explanation - Photoshop CC - Speedpaint
Comprehensive walkthrough of creating a digital portrait in Photoshop CC, covering techniques from initial sketch to final detailing, with insights on color theory and workflow optimization.
Proposing a Robot Tax - Decoupling Economic Growth from Human Labor
Explore the concept of a ROBOT Tax to address AI-driven job displacement, its potential benefits for innovation and economic growth, and objections including implementation challenges and market distortion.
SPLADE - The First Search Model to Beat BM25
Explore SPLADE, a groundbreaking sparse embedding model for AI-powered search. Learn its advantages over traditional methods, implementation techniques, and potential future developments in vector search technology.
Microsoft Access 2021 Beginner Course - Database Management Training
Learn to create and manage databases using Microsoft Access 2021. Master interface, tables, relationships, data import, and more. Includes hands-on exercises and downloadable files for practical application.
Making Brushes in Krita 2022 - Part 1
Learn to create and modify brushes in Krita, from basic techniques to advanced features. Master brush editor, customize settings, and experiment with various brush types for digital painting.
Inside TensorFlow - TensorFlow Lite
Explore TensorFlow Lite for deploying ML models on mobile and IoT devices. Learn about its architecture, conversion process, and optimization techniques for efficient on-device inference.
Inside TensorFlow - tf.Keras
Dive deeper into tf.Keras with creator Francois Chollet, exploring advanced topics like masking, dynamic layers, callbacks, and building successful models for enhanced deep learning capabilities.
Inside TensorFlow - tf.Keras - Part 1
Explore tf.Keras architecture, layers, and models with creator Francois Chollet. Learn about Functional API, eager execution, and automatic masking in this technical deep dive.
Inside TensorFlow - tf.distribute.Strategy
Explore tf.distribute.Strategy for efficient distributed TensorFlow training. Learn implementation details, data parallelism, and optimization techniques from a TensorFlow engineer.
Inside TensorFlow - Functions, Not Sessions
Deep dive into TensorFlow's evolution from tf.Session to tf.function, exploring internal architecture, graph generation, and key concepts for advanced TensorFlow development.
Inside TensorFlow - Resources and Variants
Deep dive into TensorFlow's internal architecture, exploring state management, dynamic C++ types, and advanced concepts like resource variables and variant types.
Inside TensorFlow - Summaries and TensorBoard
Explore TensorBoard and tf.summary API for data visualization in TensorFlow. Learn about API changes, log directories, event files, and best practices from a TensorFlow engineer.
TF-Agents - A Flexible Reinforcement Learning Library for TensorFlow
Explore TF-Agents, a flexible Deep Reinforcement Learning library for TensorFlow. Learn about recent advancements, implementation techniques, and how to jumpstart your RL projects using this modular open-source tool.
Cloud TPU Pods - AI Supercomputing for Large Machine Learning Problems
Explore Cloud TPU Pods for AI supercomputing, enabling large-scale model parallelism in deep learning. Learn technical details and new TensorFlow features for accelerating machine learning workloads.
Machine Learning Fairness - Lessons Learned
Explore ML fairness lessons from Google, including evaluation techniques and tools like TensorFlow Model Analysis. Learn to proactively address fairness in product development.
Machine Learning for Game Developers - Google I/O 2019
Explore machine learning solutions for game development, from Google-built ML models to custom AI training, addressing challenges traditional programming can't solve.
TensorFlow Extended - Machine Learning Pipelines and Model Understanding
Explore TFX for building production-ready ML pipelines. Learn data processing, model analysis, and versioning techniques for large datasets, enhancing your machine learning workflow.
Swift for TensorFlow - Google I/O 2019
Explore Swift for TensorFlow, a platform integrating deep neural networks with traditional software development. Learn its benefits for advanced machine learning research and why fast.ai chose it for their deep learning course.
Getting Started with TensorFlow 2.0 - Google I/O'19
Explore TensorFlow 2.0's user-friendly APIs for creating neural networks. Learn when to use Keras Sequential, Functional, and Subclassing APIs through practical code examples.
Machine Learning on Your Device - The Options
Explore TensorFlow's options for integrating machine learning into mobile apps and edge devices, from model training to deployment using TensorFlow Lite.