Category: Ebook

Grigorov D Introduction to Python and Large Language Models A Guide 2024

General:

Name: Grigorov D Introduction to Python and Large Language Models A Guide 2024
Format: pdf
Size: 13.63 MB

Book:

Title: Introduction to Python and Large Language Models: A Guide to Language Models
Author: Dilyan Grigorov
Language: angielski
Year: 2024
Subjects: Computers, Science & Technology, Engineering, Technology, Artificial Intelligence (AI), Robotics & Artificial Intelligence, Artificial Intelligence – General
Publisher: Apress
ISBN: 9798868805400
Total pages: 395

Description:

Gain a solid foundation for Natural Language Processing (NLP) and Large Language Models (LLMs), emphasizing their significance in today’s computational world. This book is an introductory guide to NLP and LLMs with Python programming.
The book starts with the basics of NLP and LLMs. It covers essential NLP concepts, such as text preprocessing, feature engineering, and sentiment analysis using Python. The book offers insights into Python programming, covering syntax, data types, conditionals, loops, functions, and object-oriented programming. Next, it delves deeper into LLMs, unraveling their complex components.
You’ll learn about LLM elements, including embedding layers, feedforward layers, recurrent layers, and attention mechanisms. You’ll also explore important topics like tokens, token distributions, zero-shot learning, LLM hallucinations, and insights into popular LLM architectures such as GPT-4, BERT, T5, PALM, and others. Additionally, it covers Python libraries like Hugging Face, OpenAI API, and Cohere. The final chapter bridges theory with practical application, offering step-by-step examples of coded applications for tasks like text generation, summarization, language translation, question-answering systems, and chatbots.
In the end, this book will equip you with the knowledge and tools to navigate the dynamic landscape of NLP and LLMs.
What You’ll Learn

• Understand the basics of Python and the features of Python 3.11
• Explore the essentials of NLP and how do they lay the foundations for LLMs.
• Review LLM components.
• Develop basic apps using LLMs and Python.

Who This Book Is For
Data analysts, AI and Machine Learning Experts, Python developers, and Software Development Professionals interested in learning the foundations of NLP, LLMs, and the processes of building modern LLM applications for various tasks.

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Grigorov D Intermediate Python and Large Language Models 2025

General:

Name: Grigorov D Intermediate Python and Large Language Models 2025
Format: pdf
Size: 6.79 MB

Book:

Title: Intermediate Python and Large Language Models
Author: Dilyan Grigorov
Language: angielski
Year: 2025
Subjects: Computers, Science & Technology, Engineering, Technology, Artificial Intelligence (AI), Robotics & Artificial Intelligence, Artificial Intelligence – General
Publisher: Apress
ISBN: 9798868814754
Total pages: 342

Description:

Harness the power of Large Language Models (LLMs) to build cutting-edge AI applications with Python and LangChain. This book provides a hands-on approach to understanding, implementing, and deploying LLM-powered solutions, equipping developers, data scientists, and AI enthusiasts with the tools to create real-world AI applications.
The journey begins with an introduction to LangChain, covering its core concepts, integration with Python, and essential components such as prompt engineering, memory management, and retrieval-augmented generation (RAG). As you progress, you’ll explore advanced AI workflows, including multi-agent architectures, fine-tuning strategies, and optimization techniques to maximize LLM efficiency.
The book also takes a deep dive into practical applications of LLMs, guiding you through the development of intelligent chatbots, document retrieval systems, content generation pipelines, and AI-driven automation tools. You’ll learn how to leverage APIs, integrate LLMs into web and mobile platforms, and optimize large-scale deployments while addressing key challenges such as inference latency, cost efficiency, and ethical considerations.
By the end of the book, you’ll have gained a solid understanding of LLM architectures, hands-on experience with LangChain, and the expertise to build scalable AI applications that redefine human-computer interaction.

What You Will Learn

• Understand the fundamentals of LangChain and Python for LLM development
• Know advanced AI workflows, including fine-tuning and memory management
• Build AI-powered applications such as chatbots, retrieval systems, and automation tools
• Know deployment strategies and performance optimization for real-world use
• Use best practices for scalability, security, and responsible AI implementation
• Unlock the full potential of LLMs and take your AI development skills to the next level

Who This Book Is For
Software engineers and Python developers interested in learning the foundations of LLMs and building advanced modern LLM applications for various tasks

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Grifell E The Oxford Handbook of Productivity Analysis 2018

General:

Name: Grifell E The Oxford Handbook of Productivity Analysis 2018
Format: pdf
Size: 23.44 MB

Book:

Title: The Oxford Handbook of Productivity Analysis
Author: Emili Grifell-Tatj;C.A. Knox Lovell;Robin C. Sickles;
Language: polski
Year: 2018
Subjects: Business, Economics, Economic Systems, Comparative Economics
Publisher: Oxford University Press
ISBN: 9780190226732
Total pages: 857

Description:

Productivity underpins business success and national well-being and thus it is crucial to understand the factors that influence productivity growth. This volume provides a comprehensive exploration into the significance of productivity growth for business, the economy, and for social economic progress. It examines how productivity is defined, measured and implemented. It also surveys the dispersion of productivity across time and place, focusing on the productivity dynamics that either leads to a reallocation of resources that reduces dispersion and increases aggregate productivity or, conversely, allows dispersion to persist behind barriers to productivity-enhancing reallocation. A third focus is an investigation of the drivers of, or impediments to, productivity growth, some of which are organizational in nature and under management control and others of which are institutional in nature and subject to public policy intervention. The Oxford Handbook of Productivity Analysis contains contributions of distinguished productivity experts from around the world who analyze a wide range of timely issues. These issues concern purely analytical topics surrounding the measurement of productivity in various situations, beginning with the ideal situation in which all inputs and all outputs, and their prices, are observed accurately. They also include service sectors such as education in which the services provided are hard to define, much less measure, and other sectors that generate undesirable environmental externalities that are difficult to price and complicate the very definition of productivity. The issues also involve business management topics ranging from the role of business models and benchmarking to the quality of management practices, the adoption of new technologies, and possible complementarities between the two. The relationship between productivity and business performance is also explored. At a more aggregate level the issues range from the impacts of market power, incentive regulation, international trade and global value chains on productivity, to the contribution of productivity to economic development and economic welfare.

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Gregory D The Handbook of Essential Mathematics Formulas, Processes, 2006

General:

Name: Gregory D The Handbook of Essential Mathematics Formulas, Processes, 2006
Format: pdf
Size: 1.46 MB

Book:

Title: Microsoft Word – math_handbook.doc
Author: StultzKD
Language: angielski
Year: 2015
Subjects: N/A
Publisher: Wydawnictwo: CRC Press
ISBN: 1482250926
Total pages: 205

Description:

Expert Guidance on the Math Needed for 3D Game Programming
Developed from the authors’ popular Game Developers Conference (GDC) tutorial, Essential Mathematics for Games and Interactive Applications, Third Edition illustrates the importance of mathematics in 3D programming. It shows you how to properly animate, simulate, and render scenes and discusses the mathematics behind the processes.

New to the Third Edition
Completely revised to fix errors and make the content flow better, this third edition reflects the increased use of shader graphics pipelines, such as in DirectX 11, OpenGL ES (GLES),and the OpenGL Core Profile. It also updates the material on real-time graphics with coverage of more realistic materials and lighting.

The Foundation for Successful 3D Programming
The book covers the low-level mathematical and geometric representations and algorithms that are the core of any game engine. It also explores all the stages of the rendering pipeline. The authors explain how to represent, transform, view, and animate geometry. They then focus on visual matters, specifically the representation, computation, and use of color. They also address randomness, intersecting geometric entities, and physical simulation.

An Introduction to Creating Real and Active Virtual Worlds
This updated book provides you with a conceptual understanding of the mathematics needed to create 3D games as well as a practical understanding of how these mathematical bases actually apply to games and graphics. It not only includes the theoretical mathematical background but also incorporates many examples of how the concepts are used to affect how a game looks and plays.

Web Resource
A supplementary website contains a collection of source code, supporting libraries, and interactive demonstrations that illustrate the concepts and enable you to experiment with animation and simulation applications. The site also includes slides and notes from the authors’ GDC tutorials.

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Gray N Anaerobic Wastewater Treatment 2025

General:

Name: Gray N Anaerobic Wastewater Treatment 2025
Format: pdf
Size: 21.74 MB

Book:

Title: Anaerobic Wastewater Treatment (424 Pages)
Author: Nicholas F Gray
Language: angielski
Year: 2025
Subjects: Science & Technology, Engineering, Environmental Engineering, Hydraulic Engineering, Sewage & Waste Management Engineering
Publisher: WSPC (EUROPE)
ISBN: 9781800617230
Total pages: 425

Description:

This book introduces the reader to the exciting range of modern anaerobic processes that are now available for wastewater treatment. To meet the new challenges of population growth, global warming, and the existing problems of protecting biodiversity and public health, we must move away from existing energy-intensive aerobic treatment processes to more sustainable systems. Embracing the circular economy concept, wastewater treatment plants are changing from being solely about pollution control to resource recovery centers, and to achieve this anaerobic treatment is required. Among the huge range of valuable by-products that can be generated by fermentation are biomethane, biohydrogen, bioplastics, biodiesel and volatile fatty acids which are used in the food, chemical and pharmaceutical sectors.
The scope of the book covers all aspects of anaerobic wastewater treatment including the microbiology and chemistry of hydrolysis, acidogenesis, acetogenesis and methanogenesis and the main end products of digestion including contaminants. All processes are discussed including digesters, combined, attached growth and floc-based systems. Biogas production is examined along with biomethane and biohydrogen. The book finishes by looking at the key sustainable factors of anaerobic treatment and how biotechnology is pushing towards more efficient and reliable processes.
This interdisciplinary book is essential reading for both engineers and scientists whether training at university or practitioners and consultants in the wastewater industry.
Contents:

• Preface
• Acknowledgements
• Basis of Anaerobic Treatment:

  • Introduction to Anaerobic Treatment
  • Anaerobic Metabolism and Microorganisms
  • Methane and Other Volatile Products of Digestion

• Flow Through (Conventional) Anaerobic Treatment Processes:

  • Combined Anaerobic Wastewater Treatment Systems
  • Sludge Digesters

• Contact (High-rate) Anaerobic Wastewater Treatment Systems:

  • Biofilm (Attached Growth) Systems
  • Floc and Granular-based Systems (Dispersed Growth)

• Biogas Production Systems:

  • Biogas Production and Cleaning

• The Future:

  • Sustainability and Future of Anaerobic Wastewater Treatment

Readership: Environmental engineers and scientists at all levels who wish to find out more about anaerobic wastewater treatment processes, how they work and are operated. The book is a good reference for undergraduate and postgraduate students, wastewater engineers, scientists and consultants.

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Grant-Kels J Color Atlas of Dermatopathology 2007

General:

Name: Grant-Kels J Color Atlas of Dermatopathology 2007
Format: pdf
Size: 51.69 MB

Book:

Title: Color Atlas of Dermatopathology
Author: Jane M. Grant-Kels (Editor)
Language: polski
Year: 2007
Subjects: Medicine & Nursing, Medicine, Medicine & Nursing Reference, Clinical Medicine, Reference – Medicine, Basic Sciences, Dermatology, Medical Reference, Pathology
Publisher: CRC Press
ISBN: 9781040182468
Total pages: 458

Description:

This outstanding dermatopathology atlas emphasizes the correlation of pathological findings with clinical presentations and presents a reader-friendly approach to the diagnosis and interpretation of skin biopsy results. With an abundance of color clinical and histologic photographs, and descriptions of numerous dermatological diseases and condition

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Grant R Bayesian Meta-Analysis A Practical Introduction 2025

General:

Name: Grant R Bayesian Meta-Analysis A Practical Introduction 2025
Format: pdf
Size: 9.19 MB

Book:

Title: Bayesian Meta-Analysis
Author: Grant, Robert;Di Tanna, Gian Luca; & Di Tanna, Gian Luca
Language: angielski
Year: 2025
Subjects: Medicine & Nursing, Medicine, Clinical Medicine, Diagnosis, Family & General Practice
Publisher: CRC Press
ISBN: 9781040357972
Total pages: 690

Description:

Meta-analysis is the statistical combination of previously conducted studies, often from summary statistics but sometimes with individual participant data. It is widespread in life sciences and is gaining popularity in economics and beyond. In many real-life meta-analyses, challenges in the source information, such as unreported statistics or biases, can be incorporated using Bayesian methods. Bayesian Meta-Analysis: A Practical Introduction provides an approachable introduction for researchers who are new to Bayes, meta-analysis, or both. There is an emphasis on hands-on learning using a variety of software packages.
Key Features

• Introductory chapters assume no prior experience or mathematical training, and are aimed at non-statistical researchers
• Examples of basic meta-analyses in seven different software alternatives: BUGS, JAGS, Stan, bayesmeta, brms, Stata, and JASP
• Practical advice on extracting information from studies, eliciting expert opinions, managing project decisions, and writing up findings
• Discussion of specific problems, including publication bias, unreported statistics, and a mixture of study designs, with code examples
• Accompanying online blog and forum, with all code and data from the book, plus more translations to different software

This book aims to bridge the gap between the researcher who wants to carry out tailored meta-analysis and the techniques they need, which have previously been available only in mathematically or computationally demanding publications.

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Grandy L Creative Velocity Propelling Breakthrough Ideas Generative AI 2025

General:

Name: Grandy L Creative Velocity Propelling Breakthrough Ideas Generative AI 2025
Format: pdf
Size: 12.38 MB

Book:

Title: Creative Velocity: Propelling Breakthrough Ideas in the Age of Generative AI
Author: Leslie Grandy
Language: angielski
Year: 2025
Subjects: Business, Self-Help & Relationships, Business Life & Careers, Business Life & Skills, Personal Growth, Business Life – General & Miscellaneous, Success, Motivation & Self-Esteem
Publisher: Wiley
ISBN: 9781394283446
Total pages: 345

Description:

Expert guide to sharpen and revitalize your creative spirit in any business environment
Written by trailblazing global product innovator Leslie Grandy, Creative Velocity: Propelling Breakthrough Ideas in the Age of Generative AI provides everything readers need to develop the mindset, skills, and confidence that allow creativity to flourish, enabling them to challenge conventional thinking to improve customer, business, and personal results and collaborate effectively with generative AI to cultivate and explore novel ideas. This book integrates Grandy’s real-world examples and practical exercises with compelling insights from thought leaders and academic researchers, rooting her approach in cognitive science and providing empirical evidence of the value of these techniques.
The book is an enduring reference that readers can return to whenever they need to revitalize their creative spirit. In this book, readers will learn about:

• Non-linear thinking methods and how to use them to explore novel possibilities
• Trigger mechanisms that can jump-start new trains of thought and spark disruptive ideation
• Different forms of play that stimulate creative thoughts, critical thinking skills, and flexibility
• Achieving a state of flow and how it helps identify groundbreaking discoveries.

Creative Velocity: Propelling Breakthrough Ideas in the Age of Generative AI earns a well-deserved spot on the bookshelves of product leaders, business professionals, and entrepreneurs seeking to build a culture of innovation within their organizations and generate fresh ideas to solve business challenges.

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Grammar Dimensions 4 Workbook 4ed 2008

General:

Name: Grammar Dimensions 4 Workbook 4ed 2008
Format: pdf
Size: 24.05 MB

Book:

Title: Scholastic Success with Grammar Grade 4 Workbook
Author: Scholastic Teaching Resources
Language: polski
Year: 2022
Subjects: Education, Educational Levels & Settings, Teaching – Reading & Language, Elementary Education, Teaching – Language Arts
Publisher: Scholastic, Inc.
ISBN: 9781338798418
Total pages: 236

Description:

Practicing grammar skills has never been so easy! Perfect for classroom or at-home use, this exciting ready-to-use resource provides invaluable reinforcement and practice with key grammar topics such as:

• sentence types
• parts of speech
• common and proper nouns
• sentence structure
• verb tenses
• subject-verb agreement
• punctuation
• and more!

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Grammar Dimensions 4 Students Book 4ed 2008

General:

Name: Grammar Dimensions 4 Students Book 4ed 2008
Format: pdf
Size: 88.93 MB

Book:

Title: Grammar Smart, 4th Edition: The Savvy Student’s Guide to Perfect Usage
Author: The Princeton Review, Liz Buffa, Nell Goddin
Language: polski
Year: 2018
Subjects: Reference, English Language Reference, English Grammar
Publisher: Random House Children’s Books
ISBN: 9781524710576
Total pages: 513

Description:

THE KNOWLEDGE YOU NEED TO BE A GRAMMAR GURU.

How you speak and write can say a lot about you. Grammar makes a lasting impression, but learning it can seem like a never-ending parade of complicated and contradictory rules! That’s why we at The Princeton Review created Grammar Smart-instead of boring you with countless rules and confusing grammatical terms, this book takes a fun approach to showing the logic behind each correct sentence.

This updated fourth edition of Grammar Smart brings you:
• In-depth reviews of the basic parts of speech
• Tips on how to avoid misplaced modifiers and dangling participles
• A glossary of key grammar terms
• Quick quizzes throughout the book to help you check your progress
• Detailed sentence diagrams to help you identify word classes
• Comprehensive summaries of each major grammar topic

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