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        https://image.mux.com/owO01lQtCn4U1FK9hIppZm00w6off2900XhnvgR4opzEK00/thumbnail.png?time=0

        lesson

        Tokens and EmbeddingsPower AI course

        - Tokenization as dictionary for model input - Tokens → IDs → contextual embeddings - Semantic meaning emerges only in embeddings - Transformer layers reshape embeddings by context - Pretrained embeddings accelerate domain understanding - Good tokenization reduces loss, improves learning - Tokenizer choice impacts RAG chunking - Compression tradeoffs differ by domain needs - Tokenization affects inference cost and speed - Compare BPE, SentencePiece, custom tokenizers - Emerging trend: byte-level latent transformers - Generations of embeddings add deeper semantics - Similarity measured via dot products, distance - Embeddings enable search, clustering, retrieval systems

        https://image.mux.com/h01HGz8Ezu00s8WkdXB899Py02kZEaNUnBuGAVoGqHWvfQ/thumbnail.png?time=0

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        Securing a Svelte Application with JSON Web TokensFullstack Svelte

        Securing the application with JSON Web Tokens

        https://s3.amazonaws.com/assets.fullstack.io/n/20211207071359411_CoverImage_DesignSystemswithFigmagic1.png

        lesson

        How to Create Design Tokens and Styles in FigmaThe newline Guide to React Component Design Systems with Figmagic

        Let's move on from basics to the intermediate level and actually make some designs.

        https://s3.amazonaws.com/assets.fullstack.io/n/20211207071359411_CoverImage_DesignSystemswithFigmagic1.png

        lesson

        An Intro to Figmagic, the Figma CLI For Token DesignThe newline Guide to React Component Design Systems with Figmagic

        Figmagic is the last piece in our toolchain that acts as the glue needed to super-charge your productivity.

        https://s3.amazonaws.com/assets.fullstack.io/n/20211207071359411_CoverImage_DesignSystemswithFigmagic1.png

        lesson

        Intro to Design Tokens: How to Communicate in Design WorkThe newline Guide to React Component Design Systems with Figmagic

        One magic, simple concept (design token) and a one-stop shop to contain our design equal one hell of a powerhouse.

        https://s3.amazonaws.com/assets.fullstack.io/n/20220121032717257_E3EB1DE9-8083-43C8-9815-B334411B572A.png

        lesson

        How to Build a Token Authentication Server With DenoBuild and deploy a REST API with Deno

        You will learn how to make a simple token authentication in Deno


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