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        lesson

        RL & RLHF Framework

        - DSPy + RL Integration - Explore DSPy's prompt optimizer and RL system built into the pipeline - LangChain RL - Use LangChain's experimental RL chain for reinforcement learning tasks - RL Fine-Tuning with OpenAI API - Implement RL fine-tuning using OpenAI's API - RL Fine-Tuning Applications - Apply RL fine-tuning for state-of-the-art email generation - Apply RL fine-tuning for summarization tasks - RL Fine-Tuning with OpenPipe - Use OpenPipe for RL fine-tuning workflows - DPO/PPO/GPRO Comparison - Compare Direct Preference Optimization, Proximal Policy Optimization, and GPRO approaches - Reinforcement Learning with Verifiable Rewards (RLVR) - Learn about RLVR methodology for training with verifiable reward signals - Rubric-Based RL Systems - Explore rubric-based systems to guide RL at inference time for multi-step reasoning - Training Agents to Control Web Browsers - Train agents to control web browsers with RL and Imitation Learning - Exercises: RL Frameworks & Advanced Algorithms - Compare DSPy vs LangChain for building QA systems - Implement GRPO and RLVR algorithms - Build multi-turn agents with turn-level credit assignment - Create privacy-preserving multi-model systems (PAPILLON) with utility-privacy tradeoffs

        https://image.mux.com/JSQKDGUQklw9KHZ500o1qjq30000kQU6tLsgxSCfiGaCq4/thumbnail.png?time=0

        lesson

        A Guide To API Service Layer Testing With The Jest FrameworkThe newline Guide to Modernizing an Enterprise React App

        Not all of our testing for our React app relies so heavily on RTL — some files Jest can handle on its own.

        https://s3.amazonaws.com/assets.fullstack.io/n/20240415012459537_GiorgioBoa_CompleteGuidetoQwik.png

        lesson

        Qwik, the framework built on top of closure-extractionComplete Guide to Qwik

        In this lesson you will be able to understand more about performance and you will understand how improve your application with less JavaScript.

        https://s3.amazonaws.com/assets.fullstack.io/n/20230428060912443_article-image.jpg

        lesson

        Frameworks vs Libraries: Explanations and ExamplesYour First 30 Days of Web Development

        To get in front of what might later become confusing, I want to stop and quickly talk about **Frameworks and Libraries**.

        https://embed-ssl.wistia.com/deliveries/e1ddd2f5e7446a8bbd9c3831d811a15c34496c20.jpg

        lesson

        Adding Entity FrameworkThe newline Guide to Fullstack ASP.NET Core and React

        In this lesson, we'll be adding Entity Framework to our project

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        lesson

        What is Entity Framework?The newline Guide to Fullstack ASP.NET Core and React

        In this lesson, I'll be introducing you to the Entity Framework

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        lesson

        D3 + Javascript FrameworksFullstack D3 Masterclass

        We'll talk about the best way to incorporate d3 when using a javascript framework like React, Svelte, or Angular.


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