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    Large Language Models

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    Large Language Models

    LLM Session Recordings
    LLM Bootcamp – Session Recordings
    Access the full recordings from the 5-day LLM Bootcamp to catch up on missed content or revisit critical discussions. These recordings allow you to review key concepts and techniques at...
    • 21 Lessons
    $100.00
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    Large Language Models

    LLM Final Project
    Final Project: Build A Multi-Agent LLM Application
    In this module, you’ll create a functional LLM application by choosing one of three exciting projects. You can build a Basic Chatbot that answers general queries, develop a Chatbot Agent...
    • 4 Lessons
    $100.00
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    Large Language Models

    Enterpise LLMs and RAG
    Enterprise LLM Applications and RAG
    In this module, you will explore the practical aspects of building enterprise-level LLM applications and Retrieval-Augmented Generation (RAG) systems. You’ll gain insights into advanced techniques for building RAG architecture and...
    • 5 Lessons
    $100.00
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    Large Language Models

    Evaluating the Performance of LLMs
    Evaluating Large Language Models
    In this module, you will learn how to evaluate LLMs by exploring benchmark datasets like MMLU and HELM, which evaluate LLMs across various tasks. You will then explore how to...
    • 5 Lessons
    $100.00
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    Large Language Models

    Fine-Tuning LLMs
    Fine-Tuning Large Language Models
    In this module, you’ll delve into the core principles of Large Language Models (LLMs), with a focus on fine-tuning and transfer learning. You’ll explore methods like prompt tuning, prefix tuning,...
    • 5 Lessons
    $100.00
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    Large Language Models

    LLM Frameworks
    Introduction to LangChain
    Unlock the power of LangChain and take your LLM application development skills to the next level. In this module, you’ll discover how to harness LangChain’s core features, including prompts, retrieval,...
    • 11 Lessons
    $100.00
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    Large Language Models

    A Practical Introduction to Vector Databases
    A Practical Introduction to Vector Databases
    In this module, you’ll uncover how vector databases power modern applications, focusing on their mechanics and practical uses. You’ll explore types of searches, understand Approximate Nearest Neighbor (ANN) algorithms like...
    • 11 Lessons
    $100.00
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    Large Language Models

    Fundamentals of Prompt Engineering
    Fundamentals of Prompt Engineering
    In this module, you will explore the fundamentals of prompt engineering, including key concepts like in-context learning, designing effective prompts, and using various prompting techniques. You will learn how to...
    • 12 Lessons
    $100.00
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    Large Language Models

    Attention
    Transformers and Attention Mechanisms
    In this module, you will explore key concepts of transformer architecture, embeddings, attention mechanisms, and tokenization. You’ll gain a deeper understanding of semantic similarity and how it is calculated using...
    • 5 Lessons
    $100.00
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