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Search Results for 'LLM' (91 products)

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LLM Engineer's Handbook
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LLM Engineer's Handbook
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Oct 2024
Full star icon Full star icon Full star icon Full star icon Half star icon 4.8 (13)
Paperback 522 pages
Full star icon Full star icon Full star icon Full star icon Half star icon 4.8 (13)
Master the art of engineering large language models from concept to production
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Paperback eBook
  • 9781836200062 eBook $47.99
  • 9781836200079 Paperback $59.99
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LLM Engineer's Handbook
Master the art of engineering large language models from concept to production
Description
Artificial intelligence has undergone rapid advancements, and Large Language Models (LLMs) are at the forefront of this revolution. This LLM book offers insights into designing, training, and deploying LLMs in real-world scenarios by leveraging MLOps best practices. The guide walks you through building an LLM-powered twin that’s cost-effective, scalable, and modular. It moves beyond isolated Jupyter notebooks, focusing on how to build production-grade end-to-end LLM systems. Throughout this book, you will learn data engineering, supervised fine-tuning, and deployment. The hands-on approach to building the LLM Twin use case will help you implement MLOps components in your own projects. You will also explore cutting-edge advancements in the field, including inference optimization, preference alignment, and real-time data processing, making this a vital resource for those looking to apply LLMs in their projects. By the end of this book, you will be proficient in deploying LLMs that solve practical problems while maintaining low-latency and high-availability inference capabilities. Whether you are new to artificial intelligence or an experienced practitioner, this book delivers guidance and practical techniques that will deepen your understanding of LLMs and sharpen your ability to implement them effectively.
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Oct 2024 522 pages
AI Assistant AI Assistant
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Authors
Author Paul Iusztin
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Building LLM Powered Applications
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
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Building LLM Powered Applications
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May 2024
Full star icon Full star icon Full star icon Full star icon Half star icon 4.2 (22)
Paperback 342 pages
Full star icon Full star icon Full star icon Full star icon Half star icon 4.2 (22)
Create intelligent apps and agents with large language models
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Paperback eBook
  • 9781835462638 eBook $27.98
  • 9781835462317 Paperback $34.98
$27.98 $39.99
$34.98 $49.99
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Building LLM Powered Applications
Create intelligent apps and agents with large language models
Description
Building LLM Powered Applications delves into the fundamental concepts, cutting-edge technologies, and practical applications that LLMs offer, ultimately paving the way for the emergence of large foundation models (LFMs) that extend the boundaries of AI capabilities. The book begins with an in-depth introduction to LLMs. We then explore various mainstream architectural frameworks, including both proprietary models (GPT 3.5/4) and open-source models (Falcon LLM), and analyze their unique strengths and differences. Moving ahead, with a focus on the Python-based, lightweight framework called LangChain, we guide you through the process of creating intelligent agents capable of retrieving information from unstructured data and engaging with structured data using LLMs and powerful toolkits. Furthermore, the book ventures into the realm of LFMs, which transcend language modeling to encompass various AI tasks and modalities, such as vision and audio. Whether you are a seasoned AI expert or a newcomer to the field, this book is your roadmap to unlock the full potential of LLMs and forge a new era of intelligent machines.
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May 2024
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342 pages
AI Assistant AI Assistant
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Authors
Author Valentina Alto
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eBook $27.98 $39.99
Paperback $34.98 $49.99
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Mastering NLP from Foundations to LLMs
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Mastering NLP from Foundations to LLMs
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Apr 2024
Full star icon Full star icon Full star icon Full star icon Half star icon 4.9 (24)
Paperback 340 pages
Full star icon Full star icon Full star icon Full star icon Half star icon 4.9 (24)
Apply advanced rule-based techniques to LLMs and solve real-world business problems using Python
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Paperback eBook
  • 9781804616383 eBook $29.99
  • 9781804619186 Paperback $36.99
$29.99 $42.99
$36.99 $52.99
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Mastering NLP from Foundations to LLMs
Apply advanced rule-based techniques to LLMs and solve real-world business problems using Python
Description
Do you want to master Natural Language Processing (NLP) but don’t know where to begin? This book will give you the right head start. Written by leaders in machine learning and NLP, Mastering NLP from Foundations to LLMs provides an in-depth introduction to techniques. Starting with the mathematical foundations of machine learning (ML), you’ll gradually progress to advanced NLP applications such as large language models (LLMs) and AI applications. You’ll get to grips with linear algebra, optimization, probability, and statistics, which are essential for understanding and implementing machine learning and NLP algorithms. You’ll also explore general machine learning techniques and find out how they relate to NLP. Next, you’ll learn how to preprocess text data, explore methods for cleaning and preparing text for analysis, and understand how to do text classification. You’ll get all of this and more along with complete Python code samples. By the end of the book, the advanced topics of LLMs’ theory, design, and applications will be discussed along with the future trends in NLP, which will feature expert opinions. You’ll also get to strengthen your practical skills by working on sample real-world NLP business problems and solutions.
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Apr 2024 340 pages
AI Assistant AI Assistant
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Authors
Author Gazit
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eBook $29.99 $42.99
Paperback $36.99 $52.99
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Essential Guide to LLMOps
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Essential Guide to LLMOps
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Jul 2024
Paperback 190 pages
Implementing effective strategies for Large Language Models in deployment and continuous improvement
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  • 9781835887516 eBook $24.99
  • 9781835887509 Paperback $44.99
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Essential Guide to LLMOps
Implementing effective strategies for Large Language Models in deployment and continuous improvement
Description
The rapid advancements in large language models (LLMs) bring significant challenges in deployment, maintenance, and scalability. This Essential Guide to LLMOps provides practical solutions and strategies to overcome these challenges, ensuring seamless integration and the optimization of LLMs in real-world applications. This book takes you through the historical background, core concepts, and essential tools for data analysis, model development, deployment, maintenance, and governance. You’ll learn how to streamline workflows, enhance efficiency in LLMOps processes, employ LLMOps tools for precise model fine-tuning, and address the critical aspects of model review and governance. You’ll also get to grips with the practices and performance considerations that are necessary for the responsible development and deployment of LLMs. The book equips you with insights into model inference, scalability, and continuous improvement, and shows you how to implement these in real-world applications. By the end of this book, you’ll have learned the nuances of LLMOps, including effective deployment strategies, scalability solutions, and continuous improvement techniques, equipping you to stay ahead in the dynamic world of AI.
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Jul 2024 190 pages
AI Assistant AI Assistant
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Authors
Author Ryan Doan
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eBook $24.99 $35.99
Paperback $44.99
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Coding with ChatGPT and Other LLMs
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Coding with ChatGPT and Other LLMs
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Nov 2024
Paperback 304 pages
Navigate LLMs for effective coding, debugging, and AI-driven development
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Coding with ChatGPT and Other LLMs
Navigate LLMs for effective coding, debugging, and AI-driven development
Description
Keeping up with the AI revolution and its application in coding can be challenging, but with guidance from AI and ML expert Dr. Vincent Hall—who holds a PhD in machine learning and has extensive experience in licensed software development—this book helps both new and experienced coders to quickly adopt best practices and stay relevant in the field. You’ll learn how to use LLMs such as ChatGPT and Bard to produce efficient, explainable, and shareable code and discover techniques to maximize the potential of LLMs. The book focuses on integrated development environments (IDEs) and provides tips to avoid pitfalls, such as bias and unexplainable code, to accelerate your coding speed. You’ll master advanced coding applications with LLMs, including refactoring, debugging, and optimization, while examining ethical considerations, biases, and legal implications. You’ll also use cutting-edge tools for code generation, architecting, description, and testing to avoid legal hassles while advancing your career. By the end of this book, you’ll be well-prepared for future innovations in AI-driven software development, with the ability to anticipate emerging LLM technologies and generate ideas that shape the future of development.
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Nov 2024 304 pages
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Authors
Author Dr. Vincent Austin Hall
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LLM Prompt Engineering for Developers
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LLM Prompt Engineering for Developers
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May 2024
EBook 251 pages
The Art and Science of Unlocking LLMs' True Potential
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eBook eBook
$19.99
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LLM Prompt Engineering for Developers
The Art and Science of Unlocking LLMs' True Potential
Description
"LLM Prompt Engineering For Developers" begins by laying the groundwork with essential principles of natural language processing (NLP), setting the stage for more complex topics. It methodically guides readers through the initial steps of understanding how large language models work, providing a solid foundation that prepares them for the more intricate aspects of prompt engineering. As you proceed, the book transitions into advanced strategies and techniques that reveal how to effectively interact with and utilize these powerful models. From crafting precise prompts that enhance model responses to exploring innovative methods like few-shot and zero-shot learning, this resource is designed to unlock the full potential of language model technology. This book not only teaches the technical skills needed to excel in the field but also addresses the broader implications of AI technology. It encourages thoughtful consideration of ethical issues and the impact of AI on society. By the end of this book, readers will master the technical aspects of prompt engineering & appreciate the importance of responsible AI development, making them well-rounded professionals ready to focus on the advancement of this cutting-edge technology.
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May 2024 251 pages
Authors
Author Aymen El Amri
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eBook $19.99
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LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python
LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python
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Sep 2023
Full star icon Full star icon Full star icon Half star icon Empty star icon 3.3 (4)
Video 9hrs 59mins
Full star icon Full star icon Full star icon Half star icon Empty star icon 3.3 (4)
Master LangChain, Pinecone, OpenAI, and LLAMA 2 LLM for Real-World AI Apps with Streamlit's Hugging Face
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LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python
Master LangChain, Pinecone, OpenAI, and LLAMA 2 LLM for Real-World AI Apps with Streamlit's Hugging Face
Description
Unlock the boundless possibilities of AI and language-based applications with our LangChain Masterclass. In this comprehensive course, you will embark on a transformative journey through the realms of LangChain, Pinecone, OpenAI, and LLAMA 2 LLM, guided by experts in the field. In this course, you will embark on a journey through a diverse range of projects designed to deepen your understanding and application of cutting-edge technologies. These hands-on endeavors encompass a broad spectrum of applications, from creating dynamic question-answering applications powered by LangChain, OpenAI, and Hugging Face Spaces, to developing engaging conversational bots that enhance user interactions. You will even venture into the realm of educational AI, crafting customized experiences for children. As you progress, you will build captivating marketing campaigns, explore the world of summarization-enriched chatbots, and streamline tasks such as multiple-choice quiz creation and CSV data analysis. Plus, you will discover how to optimize HR processes, simplify email customization, and extract vital invoice details. With projects spanning from text-to-SQL query assistance to customer care call summaries, this course equips you with a comprehensive toolkit for advancing your skills and revolutionizing various domains of AI and software development. By the end of this course, you will not only have a strong grasp of LangChain’s capabilities but also a robust portfolio of AI applications that showcases your expertise.
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9hrs 59mins
Published : Sep 2023
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
Authors
Author Sharath Raju
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Video $19.99
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The Complete LangChain & LLMs Guide
The Complete LangChain & LLMs Guide
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Feb 2024
Full star icon Full star icon Full star icon Full star icon Half star icon 4.7 (3)
Video 8hrs 43mins
Full star icon Full star icon Full star icon Full star icon Half star icon 4.7 (3)
Master AI: Python & LangChain Projects with OpenAI LLMs
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$109.99
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The Complete LangChain & LLMs Guide
Master AI: Python & LangChain Projects with OpenAI LLMs
Description
This comprehensive masterclass takes you on a transformative journey into the realm of LangChain and Large Language Models, equipping you with the skills to build autonomous AI tools. Starting with the basics, you'll set up your development environment, including OpenAI API and Python, and progress to advanced topics like LangChain's architecture, prompt templates, and parsers. The course meticulously guides you through creating complex chains, memory models, and agents, culminating in the development of practical applications such as PDF extractors, newsletter generators, and multi-document chatbots. With hands-on tutorials, you'll learn to leverage LangChain for tasks ranging from document loading and splitting to embedding vector stores for semantic similarity searches. By the end, you'll have the knowledge to implement AI in creative and impactful ways, from image-to-text conversion to building interactive chatbots and more, all while navigating the ethical considerations of AI deployment.
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8hrs 43mins
Published : Feb 2024
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
Authors
Author Paulo Dichone
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Video $109.99
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LLM Security Workshop – Tackling OWASP's Top 10 Risks Head-On
LLM Security Workshop – Tackling OWASP's Top 10 Risks Head-On
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Dec 2023
Video 2hrs
A hands-on guide to securing large language models against OWASP's top 10 risks
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$79.99
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LLM Security Workshop – Tackling OWASP's Top 10 Risks Head-On
A hands-on guide to securing large language models against OWASP's top 10 risks
Description
LLMs introduce new attack vectors that can compromise your AI systems. This intensive workshop equips you with hands-on skills to tackle the OWASP Top 10 most critical risks for securing enterprise-grade LLM applications. Led by cybersecurity expert Clint Bodungen, this masterclass focuses on fortifying your LLM stack against the OWASP Top 10 most critical risks. Diving deep into the attack vectors unique to these powerful generative models, you will learn hands-on techniques to safeguard your apps built on large language models. The workshop covers a wide range of practical methods to harden your LLM security posture. You will discover how to protect against supply chain attacks through vulnerable third-party code, libraries, models and plugins. The session outlines processes to prevent unauthorized data access, theft of proprietary data, and poisoning of your training dataset. Through interactive examples and sample code, you will grasp approaches to filter malicious user input, sanitize model outputs, and implement robust validation mechanisms. The workshop specially focuses on skill-building around prompt engineering as a powerful mechanism to keep generative models restricted within secure guardrails.
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2hrs
Published : Dec 2023
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
Authors
Author Clint Bodungen
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Video $79.99
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Harnessing Open Source LLMs and ChatGPT with Minimal Code
Harnessing Open Source LLMs and ChatGPT with Minimal Code
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Jul 2024
Full star icon Full star icon Full star icon Full star icon Half star icon 4.4 (5)
Video 1hr 59mins
Full star icon Full star icon Full star icon Full star icon Half star icon 4.4 (5)
Explore Large Language Models with Open Source Innovations like LLama3 and ChatGPT
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Harnessing Open Source LLMs and ChatGPT with Minimal Code
Explore Large Language Models with Open Source Innovations like LLama3 and ChatGPT
Description
Welcome to the captivating world of Large Language Models (LLMs)! This course is designed to guide you through the fascinating landscape of LLMs, encompassing both no-code and low-code solutions powered by Python. We begin by equipping you with the necessary software to operate these models locally, enabling you to explore various open-source models, including Google’s Gemma:7b and Llama3, without the need for an internet connection. In the advanced section, you will delve into using Python for streaming responses from open-source LLMs and integrating with the official OpenAI API. The course covers low code solutions for streaming ChatGPT responses and introduces function calling within ChatGPT models. You'll also learn about the llama3 model and how to interface it with Python for web applications. Throughout the course, you'll gain experience fetching responses in both batch and streaming modes, and we will jointly develop a small web frontend using Streamlit for our streaming LLM API. By the end of the course, you'll be equipped to run open-source LLMs locally and leverage their capabilities to the fullest.
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1hr 59mins
Published : Jul 2024
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
Authors
Author Dan We
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Video $79.99
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Prompt Engineering – For Optimal LLM Performance
Prompt Engineering – For Optimal LLM Performance
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Dec 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5 (1)
Video
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A masterclass on prompt engineering techniques for optimal large language model performance
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Prompt Engineering – For Optimal LLM Performance
A masterclass on prompt engineering techniques for optimal large language model performance
Description
Prompt engineering is key to harnessing the immense capabilities of large language models. In this in-depth masterclass, data and AI specialist Valentina Alto unveils the art and science behind crafting effective prompts. You’ll learn proven techniques to optimize prompting, control model behavior, reduce risks like hallucination, and overcome limitations. Valentina provides specific strategies to make your LLMs more precise, aligned to your goals, and production ready. With her deep expertise and hands-on guidance, you’ll be able to create prompts that act as precise instructions enabling your large language models to deliver peak performance. This masterclass equips you with prompt engineering skills to build conversative AI applications that leverage the full potential of LLMs.
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Full star icon Full star icon Full star icon Full star icon Full star icon 5
Published : Dec 2023
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
Authors
Author Valentina Alto
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Video $49.99
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Build Apps and Fine-Tune LLMs Using the OpenAI API
Build Apps and Fine-Tune LLMs Using the OpenAI API
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Dec 2023
Video 2hrs 57mins
All you need to harness the power of ChatGPT and OpenAI API to build powerful applications in Python
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$59.99
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Build Apps and Fine-Tune LLMs Using the OpenAI API
All you need to harness the power of ChatGPT and OpenAI API to build powerful applications in Python
Description
This hands-on course on OpenAI API and ChatGPT is a meticulously crafted course that caters to both beginners and seasoned professionals. You will begin by establishing a solid foundation with AI definitions and acronyms, progressing seamlessly to creating an OpenAI account, setting up your environment, and understanding pricing structures. Next, you will learn to navigate the landscape of language models and transformers, unraveling their transformative power in generative AI. Dive into advanced techniques such as prompt engineering and thought prompting, gaining insights into how language models process prompts with encoders. Real-world applications come to life as you explore translating articles, generating images, and utilizing the text-to-speech and Computer Vision APIs for diverse tasks. From basic to advanced translation techniques, including subtitle translation to multiple languages, the course ensures that you are equipped for a broad spectrum of applications. Finally, grasp the nuances of fine-tuning, deploy models with the OpenAI API, and navigate the ethical considerations with dos and don’ts in AI. By the end of the course, you will gain the expertise needed to use the capabilities of ChatGPT and OpenAI API for language tasks.
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2hrs 57mins
Published : Dec 2023
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
Authors
Author Delta X Technology LLC
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Video $59.99
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LLMs in Enterprise
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
AI Assistant Early Access Early Access
LLMs in Enterprise
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Apr 2025
Paperback
Design strategies for large language model development, design patterns and best practices
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LLMs in Enterprise
Design strategies for large language model development, design patterns and best practices
Description
The integration of Large Language Models (LLMs) into enterprise applications marks a significant advancement in how businesses leverage AI for enhanced decision-making and operational efficiency. This book is an essential guide for professionals seeking to integrate LLMs within their enterprise applications. "LLMs in Enterprise" not only demystifies the complexity behind LLM deployment but also provides a structured approach to enhancing decision-making and operational efficiency with AI. Starting with an introduction to the foundational concepts of LLMs, the book swiftly moves to practical applications, emphasizing real-world challenges and solutions. It covers a range of topics from data strategies. We explore various design patterns that are particularly effective in optimizing and deploying LLMs in enterprise environments. From fine-tuning strategies to advanced inferencing patterns, the book provides a toolkit for harnessing the power of LLMs to solve complex challenges and drive innovation in business processes. By the end of this book, you will have a deep understanding of various design patterns for LLMs and how to implement these patterns to enhance the performance and scalability of their Generative AI solutions.
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Apr 2025
AI Assistant AI Assistant Early Access Early Access
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
Early Access: Early Access to all the eBooks as they are being written
Authors
Author Ahmed Menshawy
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LLMs Under the Hood – Building Models for Your Unique Use Cases
LLMs Under the Hood – Building Models for Your Unique Use Cases
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Jan 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5 (1)
Video 4hrs 2mins
Full star icon Full star icon Full star icon Full star icon Full star icon 5 (1)
A comprehensive guide to building, optimizing, and deploying large language models
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$79.99
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LLMs Under the Hood – Building Models for Your Unique Use Cases
A comprehensive guide to building, optimizing, and deploying large language models
Description
This in-depth masterclass provides end-to-end coverage of developing enterprise-grade LLMs tailored to your unique use cases. Led by experts Maxime Labonne, Dennis Rothman, and Abi Aryan, this video delivers the advanced skills needed to architect performant LLMs that deliver real business impact. You'll learn how to make crucial architecture decisions, select optimal model types, configure hyperparameters, and curate quality training data. Discover professional techniques for pre-training, iterative fine-tuning, and rigorous model evaluation. The instructors reveal insider strategies to productionize your LLMs smoothly, monitor them proactively, and maintain optimal performance post-deployment. Following a structured curriculum spanning the complete LLM lifecycle, this masterclass empowers you with hands-on skills to build, refine, and deploy large language models with confidence. Turbocharge your generative AI initiatives and get the practical knowledge needed to create LLMs that solve complex challenges for your organization.
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4hrs 2mins
Published : Jan 2024
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
Authors
Author Abi Aryan
Author Maxime Labonne
Author Denis Rothman
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Video $79.99
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Harnessing LLMs & Text-Embeddings API with Google Vertex AI
Harnessing LLMs & Text-Embeddings API with Google Vertex AI
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Sep 2024
Video 1hr 51mins
Master Google Vertex AI's Text-Embeddings API for Advanced AI Solutions
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$89.99
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Harnessing LLMs & Text-Embeddings API with Google Vertex AI
Master Google Vertex AI's Text-Embeddings API for Advanced AI Solutions
Description
This course takes you on an in-depth journey through the capabilities of Google Vertex AI's Text-Embeddings API. Beginning with an overview of the prerequisites and course structure, you’ll establish a solid foundation by setting up your development environment and configuring your Google Cloud Platform. This preparation is crucial as you delve into the intricacies of Vertex AI and begin generating sentence embeddings. As the course progresses, you'll explore the core functionalities of Vertex AI and the fundamentals of embeddings, including their applications in Generative AI and LLMs. With a focus on real-world scenarios, you’ll engage in hands-on exercises to visualize embeddings, conduct similarity searches, and comprehend the use of text and multimodal embeddings. Each module builds on the last, deepening your understanding and preparing you to tackle more complex tasks. By the end of the course, you’ll be proficient in using the Text-Embeddings API for various applications, including text generation and information extraction. You’ll learn to build and scale solutions like a Retrieval-Augmented Generation (RAG) system and visualize data in meaningful ways. This comprehensive approach ensures that you understand their practical value, making you well-equipped to leverage Vertex AI in your projects.
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1hr 51mins
Published : Sep 2024
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
Authors
Author Paulo Dichone
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Video $89.99
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Preprocessing Unstructured Data for LLMs and RAG Systems
Preprocessing Unstructured Data for LLMs and RAG Systems
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Sep 2024
Video 3hrs 1min
Unlock the Power of Unstructured Data for LLMs and Retrieval-Augmented Generation Systems.
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$89.99
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Preprocessing Unstructured Data for LLMs and RAG Systems
Unlock the Power of Unstructured Data for LLMs and Retrieval-Augmented Generation Systems.
Description
This course offers an in-depth exploration of preprocessing unstructured data for large language models and retrieval-augmented generation systems. You’ll start by setting up your development environment and configuring essential APIs, ensuring a solid technical foundation. Next, you’ll dive into data preprocessing techniques, tackling challenges like content extraction, cleaning, and data normalization, making your data ready for advanced AI models. As you progress, the course provides hands-on experience with various document types such as PDFs, HTML, and PPTX files. You’ll learn to transform these unstructured formats into structured data that AI systems can easily process. Advanced modules cover chunking, metadata extraction, and handling complex documents using cutting-edge techniques like visual transformers and document layout detectors. The final section guides you in building a complete RAG system using the skills acquired throughout the course. You’ll preprocess diverse documents, implement semantic similarity searches, and save elements to a vector database. By the end, you’ll be equipped to create intelligent data pipelines and interact with your documents using AI, significantly enhancing your data-driven projects.
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3hrs 1min
Published : Sep 2024
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
Authors
Author Paulo Dichone
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Video $89.99
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Generative AI with LangChain
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
AI Assistant
Generative AI with LangChain
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Dec 2023
Full star icon Full star icon Full star icon Full star icon Empty star icon 4 (34)
Paperback 368 pages
Full star icon Full star icon Full star icon Full star icon Empty star icon 4 (34)
Build large language model (LLM) apps with Python, ChatGPT, and other LLMs
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  • 9781835088364 eBook $27.98
  • 9781835083468 Paperback $39.98
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Generative AI with LangChain
Build large language model (LLM) apps with Python, ChatGPT, and other LLMs
Description
ChatGPT and the GPT models by OpenAI have brought about a revolution not only in how we write and research but also in how we can process information. This book discusses the functioning, capabilities, and limitations of LLMs underlying chat systems, including ChatGPT and Gemini. It demonstrates, in a series of practical examples, how to use the LangChain framework to build production-ready and responsive LLM applications for tasks ranging from customer support to software development assistance and data analysis – illustrating the expansive utility of LLMs in real-world applications. Unlock the full potential of LLMs within your projects as you navigate through guidance on fine-tuning, prompt engineering, and best practices for deployment and monitoring in production environments. Whether you're building creative writing tools, developing sophisticated chatbots, or crafting cutting-edge software development aids, this book will be your roadmap to mastering the transformative power of generative AI with confidence and creativity.
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Dec 2023
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368 pages
AI Assistant AI Assistant
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
Authors
Author Ben Auffarth
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eBook $27.98 $39.99
Paperback $39.98 $49.99
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Mastering PyTorch
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
AI Assistant
Mastering PyTorch
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May 2024
Full star icon Full star icon Full star icon Full star icon Half star icon 4.7 (18)
Paperback 558 pages
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Create and deploy deep learning models from CNNs to multimodal models, LLMs, and beyond
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  • 9781801079969 eBook $28.99
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Mastering PyTorch
Create and deploy deep learning models from CNNs to multimodal models, LLMs, and beyond
Description
PyTorch is making it easier than ever before for anyone to build deep learning applications. This PyTorch deep learning book will help you uncover expert techniques to get the most out of your data and build complex neural network models. You’ll build convolutional neural networks for image classification and recurrent neural networks and transformers for sentiment analysis. As you advance, you'll apply deep learning across different domains, such as music, text, and image generation, using generative models, including diffusion models. You'll not only build and train your own deep reinforcement learning models in PyTorch but also learn to optimize model training using multiple CPUs, GPUs, and mixed-precision training. You’ll deploy PyTorch models to production, including mobile devices. Finally, you’ll discover the PyTorch ecosystem and its rich set of libraries. These libraries will add another set of tools to your deep learning toolbelt, teaching you how to use fastai to prototype models and PyTorch Lightning to train models. You’ll discover libraries for AutoML and explainable AI (XAI), create recommendation systems, and build language and vision transformers with Hugging Face. By the end of this book, you'll be able to perform complex deep learning tasks using PyTorch to build smart artificial intelligence models.
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May 2024 558 pages
AI Assistant AI Assistant
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
Authors
Author Ashish Ranjan Jha
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Generative AI Foundations in Python
AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning
AI Assistant
Generative AI Foundations in Python
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Jul 2024
Full star icon Full star icon Full star icon Full star icon Half star icon 4.8 (5)
Paperback 190 pages
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Discover key techniques and navigate modern challenges in LLMs
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  • 9781835464915 eBook $21.99
  • 9781835460825 Paperback $29.98
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$29.98 $39.99