Mastering NLP from Foundations to LLMs - Apply advanced rule-based techniques to LLMs and solve real-world business problems using Python

Lior Gazit, Meysam Ghaffari

Sinossi

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.

Disponibile da: 26/04/2024.

Lunghezza di stampa: 340 pagine.

Scienze e tecnologia

Altri libri che potrebbero interessarti

Fluids and Electrolytes - An...

Nathan Orwell

Are you curious about Fluids and Electrolytes?Would you like to be able to understand them once and for all?‍If so, then keep reading! 
Biofluids are one of the main components of the body's metabolical and regulatory mechanisms that regulate homeostasis. Their circulation, composition, and style of activities vary, so it is necessary to study the mode of circulation and what these changes in body fluids imply in reality. 
Even the slightest imbalances in body fluid composition can reveal hidden and underlying conditions that can't be discovered otherwise. 
That is why it's important to know at all times what every deviation means. Since it is impossible to store every bit of information in your brain, you might need quick access to such information – that's what this practical guide offers.This guide is written from a skilled nurse's personal experience so that you can have easy access to all essential information at all times.This practical medical audiobook can offer you: 
✅ Way to refresh your knowledge on basic medical concepts regarding bodily fluids 
✅ Quick access to relevant information (abbreviations, measurements, etc.) 
✅ Easy access to referent values of their composition – serum sodium, chloride, potassium, calcium, etc. 
✅ Easy way to reference increased and decreased values with clinical implications and factors that can affect results 
✅ Quick way to review or update yourself on some concepts and procedures 
If you want to stay on the top of your game and be the expert that you and your patient deserve to be, then this practical guide is a Must-Have in your collection. 
What are you waiting for?

Mostra libro

Agile Project Management with...

William Adams

Unlock the power of Kanban to revolutionize your project management approach with "Agile Project Management with Kanban: Efficient Workflows, Continuous Improvement." In this comprehensive guide, seasoned project management experts delve into the dynamic world of Agile methodologies and showcase how Kanban can be the game-changer for achieving unprecedented efficiency and continuous improvement in your projects. 
Embark on a journey through the core principles of Kanban, a visual management system that promotes collaboration, flexibility, and transparency in project workflows. Through real-world examples and practical insights, this book equips you with the tools and techniques needed to seamlessly integrate Kanban into your Agile project management strategy. 
"Agile Project Management with Kanban" provides the insights and strategies you need to elevate your projects to new heights of efficiency and success. Take the leap into the world of Agile with Kanban and revolutionize the way you approach project management.

Mostra libro

Podcast Mastery - From Idea to...

Owen Jones

This book offers everything you need to know about creating, promoting, and sustaining a successful podcast. From planning your episodes and mastering the technical side to building a loyal community and leveraging platforms like Substack, Patreon, and Discord, this guide provides actionable strategies and insider tips. Learn how to create visually captivating content with tools like Headliner, monetise your efforts, and use podcasting to amplify your other creative ventures. 
Podcasting is more than just a medium; it`s a powerful way to share your voice, connect with audiences, and grow your influence. In this indispensable guide, Owen Jones — renowned author and podcaster — takes you on a journey from podcasting novice to expert. 
This book offers everything you need to know about creating, promoting, and sustaining a successful podcast. From planning your episodes and mastering the technical side to building a loyal community and leveraging platforms like Substack, Patreon, and Discord, this guide provides actionable strategies and insider tips. Learn how to create visually captivating content with tools like Headliner, monetise your efforts, and use podcasting to amplify your other creative ventures. 
Whether you`re starting a new podcast or looking to take your existing one to the next level, the expertise to be found in this book will help you unlock your full potential and captivate your audience.  
Discover the secrets of how to make podcasting work for you now!

Mostra libro

The Little Book of Lykke -...

Anonimo

Join the happiness revolution! The author of the New York Times bestseller The Little Book of Hygge offers more inspiration and suggestions for achieving greater happiness, by practicing Lykke (LOO-ka)—pursuing and finding the good that exists in the world around us every day. 
While the Danes are the happiest people on the planet, happiness isn’t exclusively Danish; cultures around the world have their own unique approaches to leading a contented, fulfilled life. For his work at the Happiness Research Institute in Copenhagen, Meik Wiking travels the globe from Dubai to Finland, Rio de Janeiro to Bhutan, South Korea to the United States, to discover the secrets of the very happiest people. 
In The Little Book of Lykke, Meik identifies the six factors that explain the majority of differences in happiness across the world—togetherness, money, health, freedom, trust, and kindness—and explores what actions we can take to become happier. As he reveals, we can deepen our blissfulness and contentment with little adjustments in our behavior, whether it’s eating like the French (sitting around a table and savoring our time) or dancing the tango like Argentinians in Buenos Aires. 
With his trademark warmth and wit, Meik explores the happiness gap for parents, how much money you really need to buy happiness, how we can be healthier without having to go to the gym, how we can learn to build trust and collaboration, how we can help ourselves by helping others, and why our expectations often outweigh our reality. Weaving together original research and personal anecdotes, The Little Book of Lykke is a global roadmap for joy that offers a new approach to achieving everyday happiness that not only improve our own lives, but help us build better communities and a better world.

Mostra libro

100 Amazing Facts about Whales -...

Marc Dresgui

Discover the fascinating world of whales with "100 Amazing Facts About Whales," the must-have book for young ocean explorers! 🐋 
Have you ever wondered:How do whales communicate with each other?What is the largest species of whale?Why do whales jump out of the water?How do baleen whales feed?Why do some whales migrate long distances?What are the hunting techniques of orcas?How do whale calves survive in their first months of life? 
Why this book is perfect for your child:Fun and educational learning: The book presents fascinating and scientifically verified facts about whales, making learning fun and engaging for children.Development of scientific curiosity: By discovering the mysteries of whales, young readers will be encouraged to ask questions and explore the natural world further.Promotion of conservation: This book raises awareness among children about the importance of marine conservation, inspiring them to become environmental advocates.Encouragement to read: The captivating narrative style and intriguing facts will grab children's attention, encouraging them to read more and develop their love of reading.Enhancement of comprehension skills: The facts and stories are presented clearly and concisely, helping children improve their comprehension and information retention abilities.Family interaction: This book is perfect for reading together as a family, providing moments of shared learning and bonding. 
"100 Amazing Facts About Whales" is more than just a book; it's a gateway to a world of wonder and discovery. Give it to your child and let them dive into the extraordinary universe of whales, where every page is a new adventure.

Mostra libro

The Kaggle Book - Data analysis...

Konrad Banachewicz, Luca...

Millions of data enthusiasts from around the world compete on Kaggle, the most famous data science competition platform of them all. Participating in Kaggle competitions is a surefire way to improve your data analysis skills, network with an amazing community of data scientists, and gain valuable experience to help grow your career.  
The first audiobook of its kind, The Kaggle Book assembles in one place the techniques and skills you'll need for success in competitions, data science projects, and beyond. Two Kaggle Grandmasters walk you through modeling strategies you won't easily find elsewhere, and the knowledge they've accumulated along the way. As well as Kaggle-specific tips, you'll learn more general techniques for approaching tasks based on image, tabular, textual data, and reinforcement learning. You'll design better validation schemes and work more comfortably with different evaluation metrics.  
Whether you want to climb the ranks of Kaggle, build some more data science skills, or improve the accuracy of your existing models, this audiobook is for you.

Mostra libro