Large Language Models
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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...
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7 Lessons
$100.00
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...
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9 Lessons
$100.00
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...
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12 Lessons
$100.00
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...
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10 Lessons
$100.00
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...
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5 Lessons
$100.00
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,...
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11 Lessons
$100.00
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,...
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11 Lessons
$100.00
This module is tailored to equip you with the foundational programming knowledge and theory required to excel in the bootcamp. By covering essential Python concepts and tools, this module will...
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9 Lessons
$100.00
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...
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5 Lessons
$100.00