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

Sinopse

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.

Disponível desde: 26/04/2024.

Comprimento de impressão: 340 páginas.

Ciência e Tecnologia

Outros livros que poderiam interessá-lo

Prepper’s Water Purification...

Archer Reed

Imagine a world where the water system collapses. Would you know how to find and secure clean water?
Many communities around the world struggle with water shortages, but most of us have no idea what we would do in such a situation. Setting up a reliable source of drinkable water is not something that can be done overnight. Planning and preparation are key to keeping you and your family safe, hydrated, and able to meet basic hygiene needs.
Prepper’s Water Purification Survival Manual is your comprehensive guide to mastering water harvesting, filtration, purification, and storage. Whether you’re preparing for a short-term evacuation or need long-term solutions, this handbook has you covered.
With Prepper’s Water Purification Survival Manual, you will learn:
- How to assess your water needs and current resources to ensure a reliable water supply, whether you're staying put or bugging out.
- Practical and effective water collection methods, including rainwater harvesting, solar stills, and tapping into groundwater.
- The best ways to store water for long periods.
- Where to find water in an emergency and how to know if it's safe to drink.
- How to make water safe to drink by filtering and purifying it using various methods.
You might think that plumbing systems and water filtration sound too technical, but most of the methods are easy to set up and maintain, especially with the clear explanations and guidance provided in this book. Once you get going, you will rest easy knowing that your family’s water supply needs are taken care of.
With increasing drought and water shortages, plus the rising cost of utilities, many of these solutions will also save you money every day.

Secure your water supply today. Download the audio and let’s get started!

Ver livro

Before Buying Cybersecurity -...

Nikolay Gul

This audiobook is narrated by an AI Voice. Before you buy another tool, renew an MSP agreement, or trust another “all green” dashboard, ask one question: can anyone prove this works—in numbers, in writing, and under pressure?

Before Buying Cybersecurity turns cybersecurity purchasing into a practical decision system. It is built for SMB owners, executives, IT leaders, MSPs, and security vendors who want fewer opinions and more verifiable outcomes—without drowning in jargon or framework theater.

For SMBs and internal IT teams, it helps you stop paying for hope. You will know what to demand in scope, what must be measurable in SLAs, how to verify backup and restore reality instead of claims, and how to spot hidden gaps before they become incidents.

For MSPs and security providers, it sharpens discovery, reduces misunderstandings, strengthens alignment on risk, and supports agreements that hold up in real-world incidents because expectations are written, measurable, and testable.

You will get a buyer-side clarity method, a contract-ready checklist, a fast vendor interview script that exposes gaps quickly, practical resilience priorities, Zero Trust explained in plain language, and a simple KPI-style dashboard for leadership reporting.

Foreword by Tush Nikollaj, President and CEO of Logical Net Corporation, adds a provider-side perspective so stronger partnerships can be built on accountability, not marketing.

Audiobook ISBN: 979-8-9938806-1-7
Paperback ISBN: 979-8-9927440-9-5
eBook ISBN: 979-8-9938806-0-0

This audiobook is narrated by an AI voice.

Ver livro

White Pine - The Natural and...

John Pastor

America was built on white pine. From the 1600s through the Civil War and beyond, it was used to build the nation's ships and houses, barns, and bridges. Yet this popularity came at a cost: by the end of the nineteenth century, clear cutting had decimated much of America's white pine forests. In White Pine, ecologist and writer John Pastor takes listeners on walk through history, connecting the white pine forests that remain today to a legacy of destruction and renewal. 
 
 
 
Since the clear-cutting era, naturalists, foresters, and scientists have taken up the quest to restore the great white pine forests. White Pine follows this centuries-long endeavor, illuminating how the efforts shaped Americans' understanding of key scientific ideas, from forest succession to the importance of fire. Pastor shows us why restoring the vitality of these forests has not been simple: a host of other creatures depend on white pine and white pine depends on them. In weaving together cultural and natural history, White Pine celebrates the way humans are connected to the forest—and to the larger natural world. 
 
 
 
Today, white pine forests have begun to recover, but face the growing threat of climate change. White Pine shows us that hope for healthy forests lies in understanding the lessons of history, so that iconic species survives.

Ver livro

Terrarium Imaginarium

Isabelle Palmer

Transform your home with more than 25 innovative and inspiring ideas using succulents and terrariums to create beautiful and stylish indoor gardens.
Small-space gardening expert Isabelle Palmer shows you how to use succulents and other plants to create trendy terrariums and gorgeous indoor garden designs and how to grow under glass. She offers helpful advice and techniques as well as handy tips for taking care of your new houseplants. Display pretty cacti inside copper lanterns, grow amazing aquatic plants in a deep vase, create a stunning fireside moss and fern display, and plant some tiny jewel-like succulents inside mason jars for an easy and on-trend kitchen window scene. Terrarium Imaginarium removes the mystery of taking care of plants and gives everyone a chance to enjoy the benefits and beauty of a garden indoors.

Ver livro

What You Don't Know -...

Dr. Will Bralick

Starting a software development project is easy … but finishing it? Successfully? is a different story. Software CAN be developed that meets real needs and its development can be both efficient and effective. But. You have to know what you are up against. You need to know what questions to ask and how to understand the answers.
A non-technical manager, business owner, or SaaS founder who is responsible for the creation of a software system has a problem. A big problem. Crafting a software system is a complex process fraught with unexpected difficulties, impenetrable jargon, and hidden risks. Overwhelming.
Adrift in a "fog of ignorance." You don't even know what you don't know ...
The depth of those gaps in your knowledge may be substantial, but they can be filled selectively by reading/learning or by hiring the expertise. But in that "fog of ignorance" there is not even enough information to guide the learning or hiring.
This book burns off that fog to at least get you the clarity on what your "gaps in knowledge" are.
This book is intended for non tech SaaS founders, managers, and owner/operators who do not have a technical background but who are in a position that includes leading one or more technical projects. A great gift for your PHB.
Dr Will has a BS, MS, and PhD all in Computer Science as well as 40+ years managing software projects in the US Air Force, Texas Instruments, Raytheon, Collective Technologies, Club Corp, STX Cadware, and his own business Paladin Logic, Ltd. Dr Will was a pioneer in online instruction for the US Air Force, and has taught courses in Computer Science and Software Engineering at The Air Force Institute of Technology, Navel Postgraduate School, Southern Methodist University, Central Michigan University, and the University of Dallas.

Ver livro

Max’s Coding Adventures

Dr. Harold Fisher

"Max's Coding Adventures" is an engaging and inspiring book that encourages children to explore the fascinating world of coding and programming. With relatable characters, exciting challenges, and easy-to-understand concepts, this book is the perfect way to introduce young readers to the exciting possibilities of coding. Join Max on his journey of discovery and get ready to be inspired by the magic of coding!

Ver livro