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    Large Language Models

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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...
    • 9 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

    Observability and Guardrails
    LLM Observability and Guardrails
    In this module, we’ll explore techniques for monitoring and managing LLMs, focusing on observability, performance metrics, and implementing guardrails for safe and ethical AI. Using the Phoenix framework in hands-on...
    • 6 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

    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,...
    • 11 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...
    • 10 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

    Enterpise LLMs and RAG
    Challenges in Building RAG Applications
    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...
    • 4 Lessons
    $100.00
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    Large Language Models

    LLM Landscape
    Introduction to Large Language Models
    In this module, you will explore the world of large language models (LLMs), including their components, how they process information, and the challenges of adopting them in enterprise settings. You...
    • 7 Lessons
    $100.00
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