ml-retreat is a personal repository for advanced learning in artificial intelligence. It provides an in-depth understanding of the fundamentals of machine learning as well as essential reading/viewing resources on more nuanced topics. The goal of this project is to study the 30 essential research papers recommended by Ilya Sutskever, the Distilled AI blog, various AI/ML video playlists, and to gain deep insights into and implementations of Transformers, LLMs, and related themes.

GenAI Handbook is a guide designed to help learners grasp the key concepts of modern artificial intelligence systems. Written by William Brown, it aims to curate and organize high-quality explanatory resources found across the internet into a textbook-style presentation, serving as a roadmap for individuals to achieve their AI-related learning goals. This handbook caters to individuals with a technical background, whether driven by curiosity or potential career development, allowing them to explore the latest innovations in artificial intelligence.

KarpathyLLMChallenge is an educational website dedicated to explaining and demonstrating the importance and complexity of tokenization in language models (LLMs). Through detailed articles and examples, it helps users understand how tokenization affects the performance and capabilities of language models.

LLMs-from-scratch takes you on a journey to understand how LLMs work. This book guides you step-by-step in creating your own LLM, explaining each stage with clear text, diagrams, and examples. The described methods for training and developing small but functional models for educational purposes share similarities with techniques used to create large-scale foundation models like ChatGPT.

UI Sketcher is a plugin that can convert sketches into UI code. It helps users quickly turn their sketch designs into usable UI code, improving development efficiency. The plugin supports use within Visual Studio Code, allowing users to design sketches within the plugin and convert them into UI code. UI Sketcher is available for download and installation and provides detailed usage documentation. The plugin's main advantages lie in its ability to quickly and efficiently convert sketches into UI code, offering a simple and user-friendly interface with rich features.

ml-retreat is a personal repository for advanced learning in artificial intelligence. It provides an in-depth understanding of the fundamentals of machine learning as well as essential reading/viewing resources on more nuanced topics. The goal of this project is to study the 30 essential research papers recommended by Ilya Sutskever, the Distilled AI blog, various AI/ML video playlists, and to gain deep insights into and implementations of Transformers, LLMs, and related themes.

Phaie AI is a plugin specifically designed for internal design system work, aimed at identifying and renaming styles within existing design systems. It allows designers and teams to save time by managing design elements such as colors and typography with a single click, creating and updating design systems. The plugin background includes an in-depth understanding of internal design system processes, as well as highly successful feedback from Beta users.

GenAI Handbook is a guide designed to help learners grasp the key concepts of modern artificial intelligence systems. Written by William Brown, it aims to curate and organize high-quality explanatory resources found across the internet into a textbook-style presentation, serving as a roadmap for individuals to achieve their AI-related learning goals. This handbook caters to individuals with a technical background, whether driven by curiosity or potential career development, allowing them to explore the latest innovations in artificial intelligence.

Autodesigner 2.0, the latest AI UI design generator from Uizard, combines the power of ChatGPT's conversational interface with Uizard's design generation capabilities and a drag-and-drop editor. Users can design and iterate in real-time using only text prompts. This product simplifies the UI design process through AI technology, boosting design efficiency and is particularly suitable for product managers, designers, marketers, startup founders, and developers from diverse backgrounds.

KarpathyLLMChallenge is an educational website dedicated to explaining and demonstrating the importance and complexity of tokenization in language models (LLMs). Through detailed articles and examples, it helps users understand how tokenization affects the performance and capabilities of language models.

LLMs-from-scratch takes you on a journey to understand how LLMs work. This book guides you step-by-step in creating your own LLM, explaining each stage with clear text, diagrams, and examples. The described methods for training and developing small but functional models for educational purposes share similarities with techniques used to create large-scale foundation models like ChatGPT.

AI Odyssey is an AI skills challenge program tailored for developers. It consists of two main modules: The first module involves completing a series of Azure AI service training exercises, focusing on NLP and computer vision skills. The second module requires passing a series of tasks to obtain a Microsoft certification. Completing both modules grants participants a VIP pass to the AI Odyssey program. The program aims to equip developers with AI skills and recognize their achievements through certifications.

The UI Auditor AI tool can optimize your website's user interface by automating audits and improving user satisfaction. It provides powerful UI auditing capabilities to help you refine your design and enhance performance. Learn more about UI Auditor's pricing and features on the official website.