Author: Anand Vemula
Publisher: Anand Vemula
ISBN:
Category : Computers
Languages : en
Pages : 35
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Book Description
Have you ever spoken to a machine that felt real? This book will show you how! Large Language Models (LLMs) are revolutionizing the way we interact with technology. These powerful AI systems can hold conversations, generate creative text formats, and even translate languages. But LLMs aren't just for tech giants anymore. This book breaks down the complex world of LLMs in a clear and engaging way, making it accessible to everyone. Inside you'll discover: What LLMs are and how they work (no technical jargon!) How LLMs can be used in your everyday life, from writing emails to sparking creative ideas The exciting possibilities of LLMs for the future, from smarter chatbots to personalized education tools Important considerations like bias and fairness in AI Whether you're a curious beginner or someone who wants to leverage the power of AI, this book is your guide to unlocking the potential of Large Language Models.
Author: NiKole Maxwell
Publisher: Technikole Consulting
ISBN:
Category : Business & Economics
Languages : en
Pages : 50
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Book Description
"Unleashing the Power of AI for Proposals" is an energizing ebook penned by NiKole Maxwell, where she demystifies the intersection of proposal management and artificial intelligence. This guide isn't just about theory; it's a practical playbook that showcases how AI is not just a buzzword but a game-changer in the realm of proposals. NiKole does a fantastic job of shedding light on AI's transformative potential, from automating mundane tasks to crafting proposals that win contracts. She illustrates how AI can streamline the proposal development process, increase productivity, and ultimately drive business growth. Whether you're new to the world of AI or a seasoned pro, this book will open your eyes to the endless possibilities that AI offers for your proposal program. After reading, you'll be ready to harness AI's power to take your proposals to the next level. It's a must-read for anyone looking to stay ahead in the ever-evolving world of business. Get ready to embark on a journey of discovery and innovation!
Author: Raj Arun R
Publisher: Orange Education Pvt Ltd
ISBN: 8197081824
Category : Computers
Languages : en
Pages : 547
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Book Description
A Comprehensive Guide to Leverage Generative AI in the Modern Enterprise KEY FEATURES ● Gain a comprehensive understanding of LLMs within the framework of Generative AI, from foundational concepts to advanced applications. ● Dive into practical exercises and real-world applications, accompanied by detailed code walkthroughs in Python. ● Explore LLMOps with a dedicated focus on ensuring trustworthy AI and best practices for deploying, managing, and maintaining LLMs in enterprise settings. ● Prioritize the ethical and responsible use of LLMs, with an emphasis on building models that adhere to principles of fairness, transparency, and accountability, fostering trust in AI technologies. DESCRIPTION “Mastering Large Language Models with Python” is an indispensable resource that offers a comprehensive exploration of Large Language Models (LLMs), providing the essential knowledge to leverage these transformative AI models effectively. From unraveling the intricacies of LLM architecture to practical applications like code generation and AI-driven recommendation systems, readers will gain valuable insights into implementing LLMs in diverse projects. Covering both open-source and proprietary LLMs, the book delves into foundational concepts and advanced techniques, empowering professionals to harness the full potential of these models. Detailed discussions on quantization techniques for efficient deployment, operational strategies with LLMOps, and ethical considerations ensure a well-rounded understanding of LLM implementation. Through real-world case studies, code snippets, and practical examples, readers will navigate the complexities of LLMs with confidence, paving the way for innovative solutions and organizational growth. Whether you seek to deepen your understanding, drive impactful applications, or lead AI-driven initiatives, this book equips you with the tools and insights needed to excel in the dynamic landscape of artificial intelligence. WHAT WILL YOU LEARN ● In-depth study of LLM architecture and its versatile applications across industries. ● Harness open-source and proprietary LLMs to craft innovative solutions. ● Implement LLM APIs for a wide range of tasks spanning natural language processing, audio analysis, and visual recognition. ● Optimize LLM deployment through techniques such as quantization and operational strategies like LLMOps, ensuring efficient and scalable model usage. ● Master prompt engineering techniques to fine-tune LLM outputs, enhancing quality and relevance for diverse use cases. ● Navigate the complex landscape of ethical AI development, prioritizing responsible practices to drive impactful technology adoption and advancement. WHO IS THIS BOOK FOR? This book is tailored for software engineers, data scientists, AI researchers, and technology leaders with a foundational understanding of machine learning concepts and programming. It's ideal for those looking to deepen their knowledge of Large Language Models and their practical applications in the field of AI. If you aim to explore LLMs extensively for implementing inventive solutions or spearheading AI-driven projects, this book is tailored to your needs. TABLE OF CONTENTS 1. The Basics of Large Language Models and Their Applications 2. Demystifying Open-Source Large Language Models 3. Closed-Source Large Language Models 4. LLM APIs for Various Large Language Model Tasks 5. Integrating Cohere API in Google Sheets 6. Dynamic Movie Recommendation Engine Using LLMs 7. Document-and Web-based QA Bots with Large Language Models 8. LLM Quantization Techniques and Implementation 9. Fine-tuning and Evaluation of LLMs 10. Recipes for Fine-Tuning and Evaluating LLMs 11. LLMOps - Operationalizing LLMs at Scale 12. Implementing LLMOps in Practice Using MLflow on Databricks 13. Mastering the Art of Prompt Engineering 14. Prompt Engineering Essentials and Design Patterns 15. Ethical Considerations and Regulatory Frameworks for LLMs 16. Towards Trustworthy Generative AI (A Novel Framework Inspired by Symbolic Reasoning) Index
Author: Gabriel Preda
Publisher: Packt Publishing Ltd
ISBN: 1805125710
Category : Computers
Languages : en
Pages : 371
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Book Description
Printed in Color Develop an array of effective strategies and blueprints to approach any new data analysis on the Kaggle platform and create Notebooks with substance, style and impact Leverage the power of Generative AI with Kaggle Models Purchase of the print or Kindle book includes a free PDF eBook Key Features Master the basics of data ingestion, cleaning, exploration, and prepare to build baseline models Work robustly with any type, modality, and size of data, be it tabular, text, image, video, or sound Improve the style and readability of your Notebooks, making them more impactful and compelling Book DescriptionDeveloping Kaggle Notebooks introduces you to data analysis, with a focus on using Kaggle Notebooks to simultaneously achieve mastery in this fi eld and rise to the top of the Kaggle Notebooks tier. The book is structured as a sevenstep data analysis journey, exploring the features available in Kaggle Notebooks alongside various data analysis techniques. For each topic, we provide one or more notebooks, developing reusable analysis components through Kaggle's Utility Scripts feature, introduced progressively, initially as part of a notebook, and later extracted for use across future notebooks to enhance code reusability on Kaggle. It aims to make the notebooks' code more structured, easy to maintain, and readable. Although the focus of this book is on data analytics, some examples will guide you in preparing a complete machine learning pipeline using Kaggle Notebooks. Starting from initial data ingestion and data quality assessment, you'll move on to preliminary data analysis, advanced data exploration, feature qualifi cation to build a model baseline, and feature engineering. You'll also delve into hyperparameter tuning to iteratively refi ne your model and prepare for submission in Kaggle competitions. Additionally, the book touches on developing notebooks that leverage the power of generative AI using Kaggle Models.What you will learn Approach a dataset or competition to perform data analysis via a notebook Learn data ingestion and address issues arising with the ingested data Structure your code using reusable components Analyze in depth both small and large datasets of various types Distinguish yourself from the crowd with the content of your analysis Enhance your notebook style with a color scheme and other visual effects Captivate your audience with data and compelling storytelling techniques Who this book is for This book is suitable for a wide audience with a keen interest in data science and machine learning, looking to use Kaggle Notebooks to improve their skills and rise in the Kaggle Notebooks ranks. This book caters to: Beginners on Kaggle from any background Seasoned contributors who want to build various skills like ingestion, preparation, exploration, and visualization Expert contributors who want to learn from the Grandmasters to rise into the upper Kaggle rankings Professionals who already use Kaggle for learning and competing
Author: Jon Adams
Publisher: Green Mountain Computing
ISBN:
Category : Computers
Languages : en
Pages : 137
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Book Description
Dive into the fascinating world of artificial intelligence with Jon Adams' groundbreaking book, AI Foundations of Large Language Models. This comprehensive guide serves as a beacon for both beginners and enthusiasts eager to understand the intricate mechanisms behind the digital forces shaping our future. With Adams' expert narration, readers are invited to explore the evolution of language models that have transformed mere strings of code into entities capable of human-like text generation. Key Features: In-depth Exploration: From the initial emergence to the sophisticated development of Large Language Models (LLMs), this book covers it all. Technical Insights: Understand the foundational technology, including neural networks, transformers, and attention mechanisms, that powers LLMs. Practical Applications: Discover how LLMs are being utilized in industry and research, paving the way for future innovations. Ethical Considerations: Engage with the critical discussions surrounding the ethics of LLM development and deployment. Chapters Include: The Emergence of Language Models: An introduction to the genesis of LLMs and their significance. Foundations of Neural Networks: Delve into the neural underpinnings that make it all possible. Transformers and Attention Mechanisms: Unpack the mechanisms that enhance LLM efficiency and accuracy. Training Large Language Models: A guide through the complexities of LLM training processes. Understanding LLMs Text Generation: Insights into how LLMs generate text that rivals human writing. Natural Language Understanding: Explore the advancements in LLMs' comprehension capabilities. Ethics and LLMs: A critical look at the ethical landscape of LLM technology. LLMs in Industry and Research: Real-world applications and the impact of LLMs across various sectors. The Future of Large Language Models: Speculations and predictions on the trajectory of LLM advancements. Whether you're a student, professional, or simply an AI enthusiast, AI Foundations of Large Language Models by Jon Adams offers a riveting narrative filled with insights and foresights. Equip yourself with the knowledge to navigate the burgeoning world of LLMs and appreciate their potential to redefine our technological landscape. Join us on this enlightening journey through the annals of artificial intelligence, where the future of digital communication and creativity awaits.
Author: Mothiram Rajasekaran
Publisher: Leilani Katie Publication
ISBN: 9363484947
Category : Computers
Languages : en
Pages : 218
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Book Description
Mothiram Rajasekaran,Senior Solution Consultant, Cloudera, USA.
Author: StoryBuddiesPlay
Publisher: StoryBuddiesPlay
ISBN:
Category : Computers
Languages : en
Pages : 47
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Book Description
Unleash the Power of AI with OpenELM: A Comprehensive Guide Apple's groundbreaking OpenELM is shaking up the world of Large Language Models (LLMs). This open-source powerhouse offers exceptional efficiency and accuracy, making it a game-changer for researchers, developers, and anyone interested in the future of AI. Demystifying the Hype: What is OpenELM? OpenELM stands for Open-source Efficient Language Model. It's a state-of-the-art LLM developed by Apple, but with a twist – it's freely available for anyone to use, modify, and improve. This open-source approach fosters collaboration and accelerates advancements in AI research. Under the Hood: Unveiling OpenELM's Architectural Marvel OpenELM utilizes a transformer model architecture, a powerful framework commonly used for building cutting-edge LLMs. However, OpenELM takes it a step further with its innovative layer-wise scaling technique. This approach allows for a dynamic allocation of parameters within the model, resulting in: Reduced Model Size: Perfect for resource-constrained environments like mobile devices. Enhanced Accuracy: Delivers impressive performance on various language tasks. Training for Greatness: OpenELM's Journey to Proficiency OpenELM undergoes a rigorous training process using CoreNet, a robust library specifically designed for training large-scale transformer models. The model is exposed to vast amounts of text data, allowing it to understand the nuances of human language. The specific data sources and selection processes play a crucial role in shaping OpenELM's capabilities and potential biases, making responsible development practices essential. A Spectrum of Choices: Selecting the Right OpenELM for Your Needs OpenELM doesn't come in a one-size-fits-all package. Apple offers a range of OpenELM models with varying parameter sizes, allowing you to choose the best fit for your project. Here's a breakdown: Smaller Models (270M and 450M parameters): Ideal for mobile devices and basic tasks like text summarization. Medium Model (1.1B parameters): A good balance for tasks like question answering and sentiment analysis on laptops or workstations. Large Model (3B parameters): The most powerful option, offering top-notch accuracy for demanding creative writing or code generation tasks, but requiring significant computational resources. Beyond the Benchmarks: Real-World Applications of OpenELM OpenELM's potential extends far beyond theoretical benchmarks. Here are just a few exciting possibilities: Revolutionize Digital Assistants: Imagine virtual assistants that can handle complex queries, engage in natural conversation, and even generate creative text formats. Empower Advanced Data Analysis: Businesses can leverage OpenELM to process and analyze massive volumes of text data, uncovering trends, generating insights, and making data-driven decisions. Transform Customer Service: Imagine chatbots powered by OpenELM that handle inquiries with human-like understanding and personalize customer experiences. Accelerate Scientific Research: OpenELM can analyze vast amounts of scientific literature, aiding researchers in identifying patterns and connections that might lead to breakthroughs. The Future is On-Device: OpenELM and the Rise of Smart Devices OpenELM's efficiency paves the way for a new era of on-device AI. Picture smartphones and wearables that can: Understand complex voice commands in real-time. Translate languages on the fly, without an internet connection. Offer personalized content suggestions. Provide real-time captioning for videos or audio recordings. A Glimpse into the Evolving Landscape: What's Next for OpenELM? The future of OpenELM is bright. Here's what we can expect: Speed Optimization: Future iterations might focus on further reducing processing requirements, making OpenELM even more efficient. Hardware Advancements: More powerful and energy-efficient processors specifically designed for AI will unlock OpenELM's full potential on mobile devices. Integration with Apple Services: OpenELM could seamlessly integrate with existing Apple services like Siri, iMessage, or Apple Translate, creating a more unified user experience. Thriving Open-Source Community: The open-source nature allows researchers and developers to contribute, accelerating innovation and expanding OpenELM's capabilities. OpenELM: A Catalyst for Open Collaboration and a Brighter AI Future OpenELM's significance goes beyond its technical prowess. It marks a shift towards open collaboration in AI research. With its efficiency, diverse applications, and focus on on-device AI, OpenELM paves the way for a future where AI seamlessly integrates into our lives, empowering us in new and exciting ways. As OpenELM continues to evolve, we can expect a more democratic, efficient, and intelligent AI landscape for everyone.
Author: Pratul Chandra Das
Publisher: Wishtree Publishing
ISBN:
Category :
Languages : en
Pages : 0
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Book Description
"ChatGPT Chronicles: Unleashing the Power of AI" is a groundbreaking book that delves into the transformative role of artificial intelligence, with a particular focus on the capabilities and impact of ChatGPT, a remarkable AI language model developed by OpenAI. This book is a testament to the rapid evolution of AI technology and its profound influence on various aspects of our lives. This book is not just a technical exploration of AI but also a reflection on the societal and cultural implications of AI adoption. "ChatGPT Chronicles: Unleashing the Power of AI" is a must-read for anyone interested in the frontiers of artificial intelligence, from researchers and practitioners to curious individuals eager to understand how AI is shaping our world. Through its comprehensive examination of ChatGPT's capabilities and its broader implications, this book offers a glimpse into the exciting possibilities and challenges that lie ahead in the age of AI.
Author: Anand Vemula
Publisher: Independently Published
ISBN:
Category : Computers
Languages : en
Pages : 0
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Book Description
A Deep Dive into Large Language Models: Unveiling the Power of AI's New Storytellers Unleashing the Power of Language: A New Era of AI Large language models (LLMs) are revolutionizing the way we interact with machines. These AI marvels, trained on massive amounts of text data, can not only understand human language but also generate creative text formats, translate languages, write different kinds of creative content, and answer your questions in an informative way. This book delves into the fascinating world of LLMs, exploring their inner workings, potential applications, and the exciting future they hold. Part I: Demystifying the LLM Landscape We begin by unveiling the core concepts of LLMs. You'll discover how they learn through massive datasets and pre-training, and how the powerful transformer architecture allows them to analyze the nuances of language. We'll also explore the benefits and limitations of LLMs, discussing their potential to automate tasks, enhance creativity, and break down language barriers, while acknowledging concerns about bias and ethical considerations. Part II: Unveiling the Champions: A Look at Pioneering LLM Technologies Get ready to meet the champions of the LLM world! We'll take a deep dive into specific technologies like Bloom (Google AI) with its massive parameter count, Vicuna (Meta AI) excelling in multilingual capabilities, and PaLM (Google AI) boasting a unique pathway system that leverages information beyond just text. We'll also explore Cohere's focus on interpretability and Falcon 40B's (Tsinghua University) strength in factual language understanding. Part III: Charting the Course: The Future of LLMs and Their Impact The journey doesn't end there. We'll explore emerging trends shaping the future of LLMs, like the focus on interpretability, the exciting possibilities of multimodal learning, and the drive for smaller, more efficient models. We'll also delve into the ethical considerations surrounding bias, transparency, and responsible AI practices that are crucial for harnessing the potential of LLMs for good. Finally, we'll examine the profound impact LLMs could have on society, from enhancing automation and personalized experiences to fostering communication and new forms of creativity. This book is your guide to understanding large language models, their capabilities, and the transformative potential they hold for the future. As we move forward, this exploration equips you to be an informed participant in the exciting world of AI language technologies.
Author: Raj Varma
Publisher: Blue Rose Publishers
ISBN:
Category : Business & Economics
Languages : en
Pages : 174
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Book Description
Unlocking the Secrets of Trillion Dollar Data Hives Data has become the lifeblood of modern businesses. But what does it really take to build an unstoppable data hive? In this insightful book, readers will go behind the scenes of the world's largest data-driven enterprises like Google, Amazon, and Facebook. They will discover how these companies transformed from startups into trillion-dollar giants by mastering the art of data collection and analytics. Through real-world case studies and interviews with industry leaders, learn: How to evolve your organization into a bustling "data ecosystem' that collaborates to gain valuable insights. • Effective strategies for collecting and storing vast amounts of customer and operational data securely at scale. • Powerful techniques for applying artificial intelligence to amplify human intelligence and supercharge decision-making. • Practical ways to harness data-driven insights across departments to revolutionize products, marketing, and overall business strategy. For any executive seeking to understand the dato-first principles that separate industry disruptors, this book delivers unprecedented access into the trillion-dollar data hives shaping the future of business. Its lessons will help you unlock new frontiers of growth in the digital age.
