Autograd for AI development with PyTorch: Unveiling the Gradient Canvas of Deep Learning with Faster Training, Higher Accuracy, and Simplified Debugging (Ai programming from beginner to expert)

Conquer the Gradient Enigma: Unveil Your AI Masterpiece with Autograd in PyTorch

Deep learning models, once arcane creations, now dance on the fingertips of AI architects like you. But lurking within their intricate code lies a hidden masterpiece – the gradient canvas, where the true magic of optimization unfolds. Yet, this canvas remains veiled for many, shrouded in cryptic calculations and frustrating error messages.

Fear not, fellow architect! This book is your chisel, your Rosetta Stone to decipher the language of gradients. With Autograd for AI development with PyTorch, you'll become the master artist, wielding the power of automatic differentiation to:

- Smash Through Training Bottlenecks: Unleash the full potential of your models, slashing training times and boosting accuracy to breathtaking heights.
- Unmask Hidden Bugs: Debug with the grace of a seasoned detective, pinpointing issues with laser-sharp precision and leaving cryptic errors in the dust.
- Paint a Vivid Picture of Learning: Visualize the intricate flow of gradients through your model, understanding how each line of code shapes its behavior like a brushstroke on a canvas.

BENEFITS:
- Faster Training: Leave slow cycles behind and watch your models soar to peak performance with optimized training regimes.
- Higher Accuracy: Push the limits of accuracy, achieving groundbreaking results that leave the competition in the shadows.
- Simplified Debugging: No more cryptic error messages! Debug with ease, understanding and fixing issues with newfound confidence.
- Deeper Model Insights: Unravel the mysteries of your models, gaining a profound understanding of their inner workings and maximizing their potential.

WHAT YOU CAN DO:
- Craft AI masterpieces: With Autograd as your guide, you'll build models that are not just powerful, but also efficient, accurate, and debuggable – true works of AI art.
- Become an AI virtuoso: Elevate your skills beyond coding, mastering the art of gradient manipulation and optimization like a seasoned professional.
- Unleash your creative potential: Push the boundaries of what's possible, using Autograd to explore novel architectures and techniques, shaping the future of AI one brushstroke at a time.

Ready to paint your own AI masterpiece?Crack open this book and unlock the secrets of Autograd. It's time to unveil the hidden beauty of the gradient canvas and step into the spotlight as a true AI architect.

Don't wait! Grab your copy today and embark on your thrilling journey into the world of Autograd. The future of AI awaits your artistic touch.

ASIN ‏ : ‎ B0CQFM6VFL
Publication date ‏ : ‎ December 15, 2023
Language ‏ : ‎ English
File size ‏ : ‎ 1831 KB
Simultaneous device usage ‏ : ‎ Unlimited
Text-to-Speech ‏ : ‎ Enabled
Screen Reader ‏ : ‎ Supported
Enhanced typesetting ‏ : ‎ Enabled
X-Ray ‏ : ‎ Not Enabled
Word Wise ‏ : ‎ Not Enabled
Sticky notes ‏ : ‎ On Kindle Scribe
Print length ‏ : ‎ 123 pages

Mastering LLMOps: Optimizing Large Language Models for Production – The Proven Framework for Efficiency, Scalability, and ROI

This book unveils LLMOps, a powerful framework designed to optimize Large Language Models (LLMs) for real-world applications. Learn how to bridge the gap between cutting-edge LLM development and practical production environments, maximizing the return on investment for your organization.

Written by a recognized expert in the field, this book offers practical guidance based on proven methods for implementing effective LLMOps practices. You'll Discover how to seamlessly integrate LLMOps with your existing infrastructure, ensure continuous learning and adaptation in your LLMs, prioritize security throughout the LLM lifecycle, and navigate the ever-evolving LLM landscape with confidence.


What's Inside:Practical LLMOps Implementation: Master a step-by-step approach to implementing LLMOps within your organization, ensuring a smooth transition and maximizing the value derived from your LLMs.Scalability for Growth: Explore strategies for building scalable LLMOps pipelines that can accommodate the evolving needs of your LLM deployments as your business grows.Maximizing ROI: Discover how to optimize LLM development and deployment processes to achieve cost-efficiency and maximize the return on investment for your LLM projects.Security from Day One: Delve into robust security practices for LLMs in production environments, safeguarding your data and mitigating potential security risks throughout the LLM lifecycle.Future-Proofing Your Approach: Gain insights into emerging trends and innovations in LLMOps, ensuring your LLM deployments remain adaptable and optimized in the ever-changing technological landscape.
About the Reader
Are you a Machine Learning Engineer, Data Scientist, IT professional, or Business Leader looking to harness the transformative power of LLMs for your organization? This book equips you with the knowledge and practical steps required to implement a successful LLMOps strategy. Unlock the true potential of LLMs and drive business value with confidence.



Order your copy of Mastering LLMOps: Optimizing Large Language Models for Production today and unlock the key to efficiency, scalability, and a maximized return on investment for your LLM deployments!

ASIN ‏ : ‎ B0CW1FVHXG
Publication date ‏ : ‎ March 31, 2024
Language ‏ : ‎ English
File size ‏ : ‎ 620 KB
Simultaneous device usage ‏ : ‎ Unlimited
Text-to-Speech ‏ : ‎ Enabled
Screen Reader ‏ : ‎ Supported
Enhanced typesetting ‏ : ‎ Enabled
X-Ray ‏ : ‎ Not Enabled
Word Wise ‏ : ‎ Not Enabled
Sticky notes ‏ : ‎ On Kindle Scribe
Print length ‏ : ‎ 107 pages

Integrating LangChain with Amazon SageMaker: A Step-by-Step Guide to Building, Training, and Deploying Large Language Models

Integrating LangChain with Amazon SageMaker: A Step-by-Step Guide to Building, Training, and Deploying Large Language Models is a comprehensive guide for data scientists and ML engineers who want to build and deploy state-of-the-art LLMs using LangChain and Amazon SageMaker.This book will teach you how to:Get started with LangChain and Amazon SageMakerBuild and train LLMs for a variety of tasks, including text generation, translation, and question answering Deploy your LLMs to production using Amazon SageMaker's real-time inference endpointsThis book will save you months of time and effort by providing you with a step-by-step guide to building and deploying LLMs using LangChain and Amazon SageMaker.
About the technology
LangChain is a powerful framework for building and deploying LLM-powered applications. It provides a high-level API that makes it easy to interact with LLMs, and it integrates seamlessly with Amazon SageMaker. Amazon SageMaker is a managed machine learning service that makes it easy to build, train, and deploy ML models in the cloud. It provides a wide range of pre-trained models, as well as the tools and infrastructure you need to build and train your own models.
What's inside
Integrating LangChain with Amazon SageMaker: A Step-by-Step Guide to Building, Training, and Deploying Large Language Models covers everything you need to know to build and deploy LLMs using LangChain and Amazon SageMaker. You'll learn about the following:The basics of LangChain and Amazon SageMaker How to build and train LLMs for a variety of tasksHow to deploy your LLMs to production using Amazon SageMaker's real-time inference endpointsAdvanced techniques for building and deploying LLMs, such as using custom content handlers and integrating with other AWS servicesAbout the reader
This book is for data scientists and ML engineers who want to learn how to build and deploy LLMs using LangChain and Amazon SageMaker. You should have a basic understanding of machine learning and Python programming.
LLMs are a rapidly evolving field, and new advances are being made all the time. If you want to stay ahead of the curve and learn how to build and deploy state-of-the-art LLMs, then this book is for you.
Order your copy of this book today and start building your own LLM-powered applications!

ASIN ‏ : ‎ B0CLKV74DT
Publication date ‏ : ‎ November 5, 2023
Language ‏ : ‎ English
File size ‏ : ‎ 392 KB
Simultaneous device usage ‏ : ‎ Unlimited
Text-to-Speech ‏ : ‎ Enabled
Screen Reader ‏ : ‎ Supported
Enhanced typesetting ‏ : ‎ Enabled
X-Ray ‏ : ‎ Not Enabled
Word Wise ‏ : ‎ Not Enabled
Sticky notes ‏ : ‎ On Kindle Scribe
Print length ‏ : ‎ 63 pages

MCQs in Plastic Surgery

"Multiple Choice Questions in Plastic Surgery" provides over 400 questions, answers and explanations covering the breadth of plastic and reconstructive surgery including burns. The expansive array of questions with detailed explanations and references will provide a solid foundation for those preparing for final specialty examinations such as the American Boards, the FRCS (Plast), EBOPRAS, MCh and others. The questions are drawn from international experts and are up-to-date with the latest concepts and techniques, including face transplantation, new trends in reconstructive and aesthetic surgery, and recent scientific advances. It will therefore appeal to those interested in plastic surgery education globally. In particular, it will help plastic surgeons to keep up-to-date in the specialty, and demonstrate this through continuing medical education (CME) and for processes of revalidation.

Publisher ‏ : ‎ TFM Publishing; 1st edition (September 1, 2009)
Language ‏ : ‎ English
Paperback ‏ : ‎ 306 pages
ISBN-10 ‏ : ‎ 1903378664
ISBN-13 ‏ : ‎ 978-1903378663
Item Weight ‏ : ‎ 1.4 pounds
Dimensions ‏ : ‎ 6 x 0.75 x 8.25 inches

United States Legal Discourse: Legal English for Foreign LLMs (Coursebook)

This text is an essential component of any legal writing class for foreign LL.M. students. It gives students the opportunity to analyze a specific client’s legal problem by engaging the same critical analysis of the primary and secondary legal authorities that a U.S. lawyer would. Students learn to recognize how legal scholars, judges, and practicing lawyers engage in effective common law analysis. The written text is supplemented by an easily customized TWEN; (The West Education Network; ) Web site that contains course materials, sample exercises, and a suggested syllabus.

Publisher ‏ : ‎ West Academic Publishing; 1st edition (May 1, 2006)
Language ‏ : ‎ English
Paperback ‏ : ‎ 74 pages
ISBN-10 ‏ : ‎ 0314159940
ISBN-13 ‏ : ‎ 978-0314159946
Item Weight ‏ : ‎ 5.4 ounces
Dimensions ‏ : ‎ 7.25 x 0.25 x 9.75 inches

Crash Course Psychiatry

Crash Course – your effective every-day study companion PLUS the perfect antidote for exam stress! Save time and be assured you have the essential information you need in one place to excel on your course and achieve exam success.

A winning formula now for over 20 years, each series volume has been fine-tuned and fully updated – with an improved full-colour layout tailored to make your life easier. Especially written by senior students or junior doctors – those who understand what is essential for exam success – with all information thoroughly checked and quality assured by expert Faculty Advisers, the result are books which exactly meet your needs and you know you can trust.

Each chapter guides you succinctly through the full range of curriculum topics, integrating clinical considerations with the relevant basic science and avoiding unnecessary or confusing detail. A range of text boxes help you get to the hints, tips and key points you need fast! A fully revised self-assessment section matching the latest exam formats is included to check your understanding and aid exam preparation. The accompanying enhanced, downloadable eBook completes this invaluable learning package.

Series volumes have been honed to meet the requirements of today’s medical students, although the range of other health students and professionals who need rapid access to the essentials of psychiatry will also love the unique approach of Crash Course. Whether you need to get out of a fix or aim for a distinction Crash Course is for you!

Provides the exam syllabus in one place - saves valuable revision time

Written by senior students and recent graduates - those closest to what is essential for exam success

Quality assured by leading Faculty Advisors - ensures complete accuracy of information

Features the ever popular 'Hints and Tips' boxes and other useful aide-mémoires - distilled wisdom from those in the know

Updated self-assessment section matching the latest exam formats – confirm your understanding and improve exam technique fast

ASIN ‏ : ‎ B07KYNH2RG
Publisher ‏ : ‎ Elsevier; 5th edition (November 24, 2018)
Publication date ‏ : ‎ November 24, 2018
Language ‏ : ‎ English
File size ‏ : ‎ 30210 KB
Simultaneous device usage ‏ : ‎ Up to 4 simultaneous devices, per publisher limits
Text-to-Speech ‏ : ‎ Enabled
Enhanced typesetting ‏ : ‎ Enabled
X-Ray ‏ : ‎ Not Enabled
Word Wise ‏ : ‎ Not Enabled
Sticky notes ‏ : ‎ On Kindle Scribe
Print length ‏ : ‎ 317 pages

Crash Course Rheumatology and Orthopaedics

Crash Course – your effective every-day study companion PLUS the perfect antidote for exam stress! Save time and be assured you have the essential information you need in one place to excel on your course and achieve exam success.

A winning formula now for over 20 years, each series volume has been fine-tuned and fully updated – with an improved full-colour layout tailored to make your life easier. Especially written by senior students or junior doctors – those who understand what is essential for exam success – with all information thoroughly checked and quality assured by expert Faculty Advisers, the result are books which exactly meet your needs and you know you can trust.

Each chapter guides you succinctly through the full range of curriculum topics, integrating clinical considerations with the relevant basic science and avoiding unnecessary or confusing detail. A range of text boxes help you get to the hints, tips and key points you need fast! A fully revised self-assessment section matching the latest exam formats is included to check your understanding and aid exam preparation. The accompanying enhanced, downloadable eBook completes this invaluable learning package.

Series volumes have been honed to meet the requirements of today’s medical students, although the range of other health students and professionals who need rapid access to the essentials of rheumatology and orthopaedics will also love the unique approach of Crash Course. Whether you need to get out of a fix or aim for a distinction Crash Course is for you!

Provides the exam syllabus in one place - saves valuable revision time

Written by senior students and recent graduates - those closest to what is essential for exam success

Quality assured by leading Faculty Advisors - ensures complete accuracy of information

Features the ever popular 'Hints and Tips' boxes and other useful aide-mémoires - distilled wisdom from those in the know

Updated self-assessment section matching the latest exam formats – confirm your understanding and improve exam technique fast

ASIN ‏ : ‎ B07L4S1YYL
Publisher ‏ : ‎ Elsevier; 4th edition (December 1, 2018)
Publication date ‏ : ‎ December 1, 2018
Language ‏ : ‎ English
File size ‏ : ‎ 48827 KB
Simultaneous device usage ‏ : ‎ Up to 4 simultaneous devices, per publisher limits
Text-to-Speech ‏ : ‎ Enabled
Enhanced typesetting ‏ : ‎ Enabled
X-Ray ‏ : ‎ Not Enabled
Word Wise ‏ : ‎ Not Enabled
Sticky notes ‏ : ‎ On Kindle Scribe
Print length ‏ : ‎ 222 pages

Crash Course Obstetrics and Gynaecology

Crash Course – your effective every-day study companion PLUS the perfect antidote for exam stress! Save time and be assured you have the essential information you need in one place to excel on your course and achieve exam success.

A winning formula now for over 20 years, each series volume has been fine-tuned and fully updated – with an improved full-colour layout tailored to make your life easier. Especially written by senior students or junior doctors – those who understand what is essential for exam success – with all information thoroughly checked and quality assured by expert Faculty Advisers, the result are books which exactly meet your needs and you know you can trust.

Each chapter guides you succinctly through the full range of curriculum topics, integrating clinical considerations with the relevant basic science and avoiding unnecessary or confusing detail. A range of text boxes help you get to the hints, tips and key points you need fast! A fully revised self-assessment section matching the latest exam formats is included to check your understanding and aid exam preparation. The accompanying enhanced, downloadable eBook completes this invaluable learning package.

Series volumes have been honed to meet the requirements of today’s medical students, although the range of other health students and professionals who need rapid access to the essentials of obstetrics and gynaecology will also love the unique approach of Crash Course. Whether you need to get out of a fix or aim for a distinction Crash Course is for you!

Provides the exam syllabus in one place - saves valuable revision timeWritten by senior students and recent graduates - those closest to what is essential for exam successQuality assured by leading Faculty Advisors - ensures complete accuracy of informationFeatures the ever popular 'Hints and Tips' boxes and other useful aide-mémoires - distilled wisdom from those in the knowUpdated self-assessment section matching the latest exam formats – confirm your understanding and improve exam technique fast

ASIN ‏ : ‎ B07P7WK19X
Publisher ‏ : ‎ Elsevier; 4th edition (February 23, 2019)
Publication date ‏ : ‎ February 23, 2019
Language ‏ : ‎ English
File size ‏ : ‎ 43754 KB
Simultaneous device usage ‏ : ‎ Up to 4 simultaneous devices, per publisher limits
Text-to-Speech ‏ : ‎ Enabled
Enhanced typesetting ‏ : ‎ Enabled
X-Ray ‏ : ‎ Not Enabled
Word Wise ‏ : ‎ Not Enabled
Sticky notes ‏ : ‎ On Kindle Scribe
Print length ‏ : ‎ 291 pages

Crash Course General Medicine

Crash Course – your effective every-day study companion PLUS the perfect antidote for exam stress! Save time and be assured you have the essential information you need in one place to excel on your course and achieve exam success.

A winning formula now for over 20 years, each series volume has been fine-tuned and fully updated – with an improved full-colour layout tailored to make your life easier. Especially written by senior students or junior doctors – those who understand what is essential for exam success – with all information thoroughly checked and quality assured by expert Faculty Advisers, the result are books which exactly meet your needs and you know you can trust.

Each chapter guides you succinctly through the full range of curriculum topics, integrating clinical considerations with the relevant basic science and avoiding unnecessary or confusing detail. A range of text boxes help you get to the hints, tips and key points you need fast! A fully revised self-assessment section matching the latest exam formats is included to check your understanding and aid exam preparation. The accompanying enhanced, downloadable eBook completes this invaluable learning package.

Series volumes have been honed to meet the requirements of today’s medical students, although the range of other health students and professionals who need rapid access to the essentials of general medicine will also love the unique approach of Crash Course. Whether you need to get out of a fix or aim for a distinction Crash Course is for you!

Provides the exam syllabus in one place - saves valuable revision time

Written by senior students and recent graduates - those closest to what is essential for exam success

Quality assured by leading Faculty Advisors - ensures complete accuracy of information

Features the ever popular 'Hints and Tips' boxes and other useful aide-mémoires - distilled wisdom from those in the know

Updated self-assessment section matching the latest exam formats – confirm your understanding and improve exam technique fast
From the Publisher

Exam Booster packs

The concise way to fuel your revision

Exam booster packs

Crash Course exam study series – your effective everyday study companion to help power you through the stress of exams. Save time and be assured you have the essential information you need in one place to excel on your course and achieve exam success.

A winning formula for more than 20 years, now in its 5th edition. Especially written by senior students or junior doctors – those who understand what is essential for exam success – with all information thoroughly checked and quality assured by expert Faculty Advisers, the result are books which exactly meet your needs and you know you can trust.

Power through your study day

There is an exuberant amount of pressure on modern-day medical students to both understand and utilise copious volumes of information – all so it may be readily implemented into clinical practice. As a team of doctors with years of experience in a wide range of specialities, this completely resonates with us. We also have a deep appreciation for the fact that the majority of medical textbooks are simply unfit for the purposes we need them to serve.

Whilst there is certainly a role for encyclopaedic-like medical books, we believe that the optimal learning resources are ones that keep the student in mind. We think that medical resources should be easily digestible and formatted in a way that enables the fundamentals of the topic to be learned. By having these fundamentals, it allows you to develop much more of an expertise in the area and to retain much more information than otherwise possible.

We wrote the Crash Course Series with you in mind

The amount of knowledge that students are supposed to learn within medical school is tremendous. Many classes will come endless material-content that you’re supposed to simply memorise. The simple problem of memorising and retaining information is among the most difficult parts of medical school.

We wrote the Crash Course Series with you in mind

We really want to tackle this. Each of our volumes gives clear direction, summarising topics with the exams clearly in focus. We did not simply write an encyclopaedia of every detailed aspect of each topic, but a clean and structured resource that you can easily refer to and work out of.

We know this is important to students because that was us not too long ago!

Each volume has been prepared by someone who has recently been in the exam situation and so relate information closely to your needs. In this new edition of our series, we have added more features to improve on what you can extract from these invaluable resources by adding a complete, downloadable eBook version via Student Consult. Now you can search, read and revise whilst on the move and use the interactive self-assessment to test your understanding.

We know this is important to students because that was us not too long ago!

We understand what it is like to be in your shoes and how difficult it can be. With fundamentally sound and comprehensive learning resources it can guide and aid you in your journey to do great in your examinations.

We do this to give you a more flexible, practical learning package than ever before.

Publisher ‏ : ‎ Elsevier; 5th edition (January 18, 2019)
Language ‏ : ‎ English
Paperback ‏ : ‎ 500 pages
ISBN-10 ‏ : ‎ 0702073725
ISBN-13 ‏ : ‎ 978-0702073724
Item Weight ‏ : ‎ 2.31 pounds
Dimensions ‏ : ‎ 7 x 1 x 9.75 inches

Lama 2 – Meta AI LLM: Exploring the Features and Capabilities of the Lama 2 Large Language Model

Embark on a transformative journey into the world of "LAMA 2 Unveiled: Mastering the Landscape of Large Language Models." This comprehensive guide navigates from foundational concepts to advanced applications, making it essential for developers, researchers, and language processing enthusiasts.

Explore the core features distinguishing LAMA 2, from its unique training process to architectural intricacies. Witness its practical applications in natural language processing, tackling real-world problems such as sentiment analysis, text summarization, named entity recognition, code generation, language translation, question answering, and conversational AI.

Delve into the comparative analysis of close vs. open-source LLMs, uncovering the advantages and limitations associated with each. Gain insights into fine-tuning LAMA 2 for specific tasks and its local deployment using OLLAMA. Navigate through the diverse LAMA 2 models, including LAMA 7B, LAMA 13B, LAMA 70B, LLAMA CHAT, CODE LLAMA, and more.

Expand the possibilities with LAMA 2 plugins like Raycast Extension, DISCOLLAMA, Obsidian OLLAMA, Logseq OLLAMA, Dagger Chatbot, Discord AI Bot, OLLAMA Telegram Bot, HASS OLLAMA, Rivet Plugin, LLAMA Coder, Obsidian BMO Chatbot, Open Interpreter, and others, enhancing its capabilities.

Confront the challenges and ethical considerations in LAMA 2 usage, while glimpsing into its future developments and potential upgrades. Acknowledge the collaborative efforts behind LAMA 2 with a dedicated acknowledgment section, and refer to the glossary and bibliography for further exploration.

"LAMA 2 Unveiled" is a definitive guide, offering a rich tapestry of knowledge that transcends boundaries, empowering readers to harness the full potential of this groundbreaking Large Language Model.

ASIN ‏ : ‎ B0CSX5JKCQ
Publication date ‏ : ‎ January 20, 2024
Language ‏ : ‎ English
File size ‏ : ‎ 11278 KB
Simultaneous device usage ‏ : ‎ Unlimited
Text-to-Speech ‏ : ‎ Enabled
Screen Reader ‏ : ‎ Supported
Enhanced typesetting ‏ : ‎ Enabled
X-Ray ‏ : ‎ Not Enabled
Word Wise ‏ : ‎ Not Enabled
Sticky notes ‏ : ‎ On Kindle Scribe
Print length ‏ : ‎ 155 pages