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Machine Learning Engineering: Professional Guide | Build 50 Production Models | Including MLOps
English | June 26, 2025 | ASIN: B0FFTNMX37 | 400 pages | EPUB (True) | 1.55 MB
Machine Learning Engineering: Professional Guide Build 50 Production Models Including MLOps
By Henry Codwell
Master the full machine learning lifecycle-from prototype to production-with this groundbreaking professional guide that delivers unmatched depth, clarity, and hands-on power.
Whether you're a software engineer transitioning into AI, a data scientist ready to productionize your models, or a seasoned ML engineer looking to sharpen your edge, this book is your complete roadmap to building robust, scalable, and reliable machine learning systems that thrive in the real world.
Inside, you'll build 50 production-ready ML models across diverse domains-NLP, computer vision, time-series forecasting, recommendation systems, unsupervised learning, reinforcement learning, and more. Each project is meticulously designed to simulate real-world challenges, giving you the hands-on experience employers and startups demand.
But this isn't just about building models-it's about engineering them. You'll learn how to:
Navigate the full machine learning lifecycle, from data engineering and feature design to monitoring and retraining
Apply MLOps best practices using MLflow, Kubeflow, Docker, FastAPI, and cloud platforms like AWS SageMaker and Google Vertex AI
Optimize and deploy models for real-time inference, scalability, and maintainability
Ensure ethical and responsible AI with explainability, fairness, and privacy-by-design principles
Future-proof your skills with advanced topics including federated learning, model compression, AutoML, and multimodal AI
The book features:
600+ pages of practical content written with clarity and purpose
A companion GitHub repository with all 50 production models, deployment scripts, and datasets
Case studies across industries like finance, healthcare, and retail
A bonus career guide to help you build a standout ML engineering portfolio and prepare for interviews
This isn't a book you read once-it's a professional toolkit you'll return to for years. With a unique blend of depth, practicality, and foresight, Machine Learning Engineering positions you not just to follow trends, but to lead the future of AI.
If you're serious about machine learning in production, this is the book that delivers.
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Xuanang Xu, "Machine Learning in Medical Imaging: 15th International Workshop, MLMI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, ... Part II"
English | ISBN: 3031732928 | 2024 | 268 pages | EPUB | 39 MB
This book constitutes the proceedings of the 15th International Workshop on Machine Learning in Medical Imaging, MLMI 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, on October 6, 2024.
The 63 full papers presented in this volume were carefully reviewed and selected from 100 submissions. They focus on major trends and challenges in the above-mentioned area, aiming to identify new-cutting-edge techniques and their uses in medical imaging using artificial intelligence (AI) and machine learning (ML).
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Rajesh Doriya, "Machine Learning, Image Processing, Network Security and Data Sciences: Select Proceedings of 3rd International Conferen"
English | ISBN: 981195867X | 2023 | 931 pages | EPUB | 135 MB
This book constitutes the refereed proceedings of the Third International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, MIND 2021. The papers are organized according to the following topical sections: data science and big data; image processing and computer vision; machine learning and computational intelligence; network and cybersecurity. This book aims to develop an understanding of image processing, networks, and data modeling by using various machine learning algorithms for a wide range of real-world applications. In addition to providing basic principles of data processing, this book teaches standard models and algorithms for data and image analysis.
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Koushlendra Kumar Singh, "Machine Vision and Augmented Intelligence: Select Proceedings of MAI 2023 "
English | ISBN: 9819743583 | 2024 | 912 pages | EPUB | 154 MB
This book comprises the proceedings of the International Conference on Machine Vision and Augmented Intelligence (MAI 2023). The conference proceedings encapsulate the best deliberations held during the conference. The diversity of participants in the event from academia, industry, and research reflects in the articles appearing in the volume. The book theme encompasses all industrial and non-industrial applications in which a combination of hardware and software provides operational guidance to devices in the execution of their functions based on the capture and processing of images. This book covers a wide range of topics such as modeling of disease transformation, epidemic forecast, COVID-19, image processing and computer vision, augmented intelligence, soft computing, deep learning, image reconstruction, artificial intelligence in healthcare, brain-computer interface, cybersecurity, and social network analysis, natural language processing, etc.
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J. Robin Harris, "Macromolecular Protein Complexes V: Structure and Function "
English | ISBN: 3031588428 | 2024 | 571 pages | EPUB | 130 MB
This volume in the Subcellular Biochemistry (SCBI) series is a continuation of several previous volumes devoted to the structural and functional study of protein complexes. The expanding nature of this field of study, derived mainly from X-ray crystallography and electron cryomicroscopy, justifies the continuing expansion of coverage in an almost encyclopaedic manner within the SCBI series.
Experienced and active researchers in the field shed light on the biology of protein complexes involved in important cellular functions from different perspectives, such as AcrAB-TolC, and CST. Other topics covered are: the Toxin-Antitoxin systems in cell survival, the role of the ATPases CueR and RUVBL1-RUVBL2 in the regulation of gene expression, complexes with multiple functions in the cell such as VCP/p97 or the Vault complex, FtsA and FtsZ in bacterial cell division, GATOR1 and GATOR2 in amino acid sensing, TRPA1 and the Serotonin Transporter in signaling, oligomeric structures in eukaryotic cells such as amyloids and invertases, among others.
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Macrophage Targeted Delivery Systems: Basic Concepts and Therapeutic Applications
by Swati Gupta, Yashwant V. Pathak
English | 2022 | ISBN: 3030841634 | 574 Pages | True ePUB | 48 MB
The proposed book is envisioned for the nascent and entry-level researchers who are interested to work in the field of drug delivery and its applications specifically for macrophage targeting. Macrophages have gained substantial attention as therapeutic targets for drug delivery considering their major role in health and regulation of diseases. Macrophage-targeted therapeutics have now added significant value to the lives and quality of life of patients, without undue adverse effects in multiple disease settings. We anticipate examining and integrating the role of macrophages in the instigation and advancement of various diseases. The major focus of the book is on recent advancements in various targeting strategies using delivery systems or nanocarriers followed by application of these nanocarriers for the treatment of macrophage associated disorders.
Macrophage Targeted Delivery Systems is primarily targeted to Pharmaceutical Industry & Academia, Medical & Pharmaceutical Professionals, Undergraduate & Post graduate students and Research Scholars, Ph.D, post docs working in the field of medical and pharmaceutical sciences.
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Yoshiyuki Kawazoe, "Magnetic Properties of Metals: Magnetic and Electric Properties of Magnetic Metallic Multilayers: A Supplement to Landol"
English | ISBN: 366264908X | 2022 | 1054 pages | EPUB | 130 MB
The subject of this volume is to present both the numerical and graphical data on the magnetic and electrical properties of magnetic metallic multilayers which are composed with stacking up of double layers of thin films, one layer of which is at least the magnetic layer of 3d metals (M) or rare earth ones (R). Furthermore the data of the trilayers which have a top layer and bottom one of magnetic elements are also presented.
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Make a Code Book with Markdown
English | July 4, 2024 | ASIN: B0D8WWHBH6 | 48 Pages | Epub | 3.26 MB
We can make Code Books very easily!
We can put all of scripts in folders in our main project folder.
We format each script with beginning and ending tags and two new lines at the end of each script.
We use one of many ways to combine all scripts into one main.md file.
We find/replace all beginning tags with ```python and all ending tags with ```
Now our Code Book is ready to view in VSCode and/or Github online!
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Make games with Python: Create your own entertainment with Raspberry Pi (Essentials)
English | August 19, 2025 | ISBN: 1916868460 | 160 pages | EPUB (True) | 6.76 MB
Learning to code your own shoot-'em-up game is infinitely more satisfying than beating any end-of-level boss. While millions of us enjoy nothing more than spending hours racking up high scores on our favourite video games, too few are exposed to an even more gratifying way to spend time - making them.
Tested to run on the latest Raspberry Pi hardware and operating system, the games and instructions in this book work on Windows, macOS, or Linux.
This book teaches Python and Pygame development, helping you to understand the games you play and create almost anything your imagination can come up with. As you work your way up to creating your own shoot-'em-up game, you'll learn how to:
Create shapes and paths
Move sprites and detect collisions
Handle keyboard, mouse, and gamepad input
Add sound and music
Simulate physics and forces
Although this book isn't aimed at complete programming beginners, it isn't too advanced either. If you've written programs in Python (or a similar programming language) and can perform basic administrative tasks - such as creating files and navigating your computer's file system - without too much difficulty, then you're ready to get started.
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Make It Make Sense: The Bedside Table Essential For Women In Their Twenties
English | 2024 | ISBN: 1529434696 | 320 Pages | EPUB | 2 MB
Shit You Should Care About was launched as a WordPress blog by three best friends in the back of a political science lecture. Today it's a global ecosystem of content - two podcasts, 3.5 million Instagram followers and a daily newsy. They are your culture vultures, news agents and (reluctant) agony aunts all rolled into one.
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Cara A. Finnegan, "Making Photography Matter: A Viewer's History from the Civil War to the Great Depression"
English | ISBN: 0252039262 | 2015 | 256 pages | AZW3 | 17 MB
Photography became a dominant medium in cultural life starting in the late nineteenth century. As it happened, viewers increasingly used their reactions to photographs to comment on and debate public issues as vital as war, national identity, and citizenship.
Cara A. Finnegan analyzes a wealth of newspaper and magazine articles, letters to the editor, trial testimony, books, and speeches produced by viewers in response to specific photos they encountered in public. From the portrait of a young Lincoln to images of child laborers and Depression-era hardship, Finnegan treats the photograph as a locus for viewer engagement and constructs a history of photography's viewers that shows how Americans used words about images to participate in the politics of their day. As she shows, encounters with photography helped viewers negotiate the emergent anxieties and crises of U.S. public life through not only persuasion but action, as well.
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Malaria Immunology: Targeting the Surface of Infected Erythrocytes
by Anja Tatiana Ramstedt Jensen, Lars Hviid
English | 2022 | ISBN: 1071621882 | 815 Pages | True ePUB | 52 MB
This volume covers a broad range of methods, technologies, and protocols on malaria. Chapters detail research on collecting parasites in the field, single molecule-level analyses of adhesive interactions, and focused studies aiming at disrupting the devastating disease. Written in the format of the highly successful Methods in Molecular Biology series, each chapter includes an introduction to the topic, lists necessary materials and reagents, includes tips on troubleshooting and known pitfalls, and step-by-step, readily reproducible protocols.
Authoritative and cutting-edge, Malaria Immunology: Targeting the Surface of Infected Erythrocytes aims to be a useful and practical guide to researches to help further their study in this field.
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Malware Development for Ethical Hackers: Learn how to develop various types of malware to strengthen cybersecurity
English | 2024 | ASIN: B0CNKXJZ3B | 559 pages | EPUB (True) | 52.71 MB
Packed with real-world examples, this book simplifies cybersecurity, delves into malware development, and serves as a must-read for advanced ethical hackers
Key Features
Learn how to develop and program Windows malware applications using hands-on examples
Explore methods to bypass security mechanisms and make malware undetectable on compromised systems
Understand the tactics and tricks of real adversaries and APTs and apply their experience in your operations
Purchase of the print or Kindle book includes a free PDF eBook
Book Description
Malware Development for Ethical Hackers is a comprehensive guide to the dark side of cybersecurity within an ethical context.
This book takes you on a journey through the intricate world of malware development, shedding light on the techniques and strategies employed by cybercriminals. As you progress, you'll focus on the ethical considerations that ethical hackers must uphold. You'll also gain practical experience in creating and implementing popular techniques encountered in real-world malicious applications, such as Carbanak, Carberp, Stuxnet, Conti, Babuk, and BlackCat ransomware. This book will also equip you with the knowledge and skills you need to understand and effectively combat malicious software.
By the end of this book, you'll know the secrets behind malware development, having explored the intricate details of programming, evasion techniques, persistence mechanisms, and more.
What you will learn
Familiarize yourself with the logic of real malware developers for cybersecurity
Get to grips with the development of malware over the years using examples
Understand the process of reconstructing APT attacks and their techniques
Design methods to bypass security mechanisms for your red team scenarios
Explore over 80 working examples of malware
Get to grips with the close relationship between mathematics and modern malware
Who this book is for
This book is for penetration testers, exploit developers, ethical hackers, red teamers, and offensive security researchers. Anyone interested in cybersecurity and ethical hacking will also find this book helpful. Familiarity with core ethical hacking and cybersecurity concepts will help you understand the topics discussed in this book more easily.
Table of Contents
A Quick Introduction to Malware Development
Exploring Various Malware Injection Attacks
Mastering Malware Persistence Mechanisms
Mastering Privilege Escalation on Compromised Systems
Anti-Debugging Tricks
Navigating Anti-Virtual Machine Strategies
Strategies for Anti-Disassembly
Navigating the Antivirus Labyrinth - a Game of Cat and Mouse
Exploring Hash Algorithms
Simple Ciphers
Unveiling Common Cryptography in Malware
Advanced Math Algorithms and Custom Encoding
Classic Malware Examples
APT and Cybercrime
Malware Source Code Leaks
Ransomware and Modern Threats
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Francesca Ceroni, "Mammalian Synthetic Systems "
English | ISBN: 1071637177 | 2024 | 327 pages | EPUB | 41 MB
This volume details cutting-edge methods that enables engineering of novel functions in mammalian cells. Chapters guide readers through cell-to-cell communication, cell fate control, protein and RNA-based biosensors together with tools for more reliable and faster mammalian genome editing. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and key tips on troubleshooting and avoiding known pitfalls.
Authoritative and cutting-edge, Mammalian Synthetic Systems aims to ensure successful results in the further study of this vital field.
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Mammals of North America - Volume 1: Systematics and Taxonomy
by Sergio Ticul Álvarez-Castañeda
English | 2024 | ISBN: 3031416600 | 708 Pages | True ePUB | 230 MB
The book synthesizes nomenclature, systematics, and descriptions of North American mammal species. Clear, simple and illustrated identification keys are provided to make knowledge of mammals easier and facilitate the training both students and professionals in the field, including readers without extensive experience. Descriptions of the different species are provided up to Order, highlighting the diagnostic features that allow identifying them promptly while the reader learns how to make subsequent identifications without having the book at hand. Each species comes with potential distribution maps based on existing records in the main museums of North America. The book includes the description, characteristics and distribution maps of the 781 species with range in the North America subcontinent
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Sergio Ticul Álvarez-Castañeda, "Mammals of North America - Volume 2: Systematics and Taxonomy"
English | ISBN: 3031508246 | 2024 | 727 pages | EPUB | 254 MB
The second volume of this book series synthesizes nomenclature, systematics, and descriptions of North American mammal species. Clear, simple and illustrated identification keys are provided to make knowledge of mammals easier and facilitate the training both students and professionals in the field, including readers without extensive experience. Descriptions of the different species are provided up to Order, highlighting the diagnostic features that allow identifying them promptly while the reader learns how to make subsequent identifications without having the book at hand. Each species comes with potential distribution maps based on existing records in the main museums of North America. The book includes the description, characteristics and distribution maps of the 781 species with range in the North America subcontinent
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Asmaa Ibrahim, "Man and Place: Creative Design Transformations"
English | ISBN: 3031499026 | 2024 | 671 pages | EPUB | 212 MB
This book is a result of the 1st ARCH and DESN International Conference (previously Memaryat) Conference held at Effat university on the 8th and 9th of February 2023, and includes chapters dealing with the critical manifestation of "Man and Place" to accommodate and embrace social, economic, and environmental needs within a balanced, integrated system.
The book is groundbreaking in that it brings together some of the brightest minds in academia and industry. The book includes a diverse range of contributions from esteemed academics and practitioners and offers a unique platform for thought-provoking discussions and innovative strategies that will help shape the cities of tomorrow.
Further chapters include topics such as sustainability and creative transformations, smart cities, environmental resilience, resilient local economies, manufacturing innovations, and smart products.
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Dipankar Saha, "Managed Groundwater Recharge and Rainwater Harvesting: Outlook from Developing Countries "
English | ISBN: 9819987563 | 2024 | 445 pages | EPUB | 144 MB
This book, through its 19 chapters, highlights success stories, research outputs and various government schemes and actions taken on groundwater recharge and rainwater harvesting in developing countries. The interventions are focused on resolving water crises through supply side interventions, improving water quality and addressing climate change impacts. The contributions from across the globe shows how these approaches have been successful in supplementing potable water supply, reducing the intensity of overexploitation of groundwater resources, better storm water management, intensifying treated grey water reuse, and improving groundwater quality and environmental flows. The chapters deal with a wide array of issues, from local-scale experimentation and management to government schemes adopted, community involvement, private sector engagement, addressing socio-economic issues and policy interventions. The book includes contributions made by researchers, government departments, civil societies, policymakers and practitioners from 15 Non-Aligned Movement (NAM) and other developing countries, namely Afghanistan, Bangladesh, Chile, Colombia, Egypt, Guatemala, India, Jordan, Morocco, Nigeria, Palestine, Qatar, South Africa, Sri Lanka and Tunisia. The book places before the readers, the strives being undertaken in the Global South to address the sustainability of water resources and climate change adaptation through traditional and innovative methods to groundwater recharge, water harvesting and storage.
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Management Information Systems in a Digitalized AI World
English | 2025 | ISBN: 9819665256 | 232 Pages | PDF EPUB (True) | 32 MB
This proceedings volume covers peer-reviewed papers of the 2nd International Conference on Management Information System which is held on Sept 28-30, 2024, in Tokyo, Japan. In an increasingly digitalized and connected world, management information systems are no longer serving resource planning, monitoring and reporting purposes. Indeed with the increasing availability of data from new sources, machine learning and artificial intelligence software can enable more automations involving less human decision-making and interventions, as well as generate predictions which can, among others, enhance risk prevention and astuteness in crisis management. This volume is valuable in introducing and explaining the impact of Industry 4.0, generative artificial intelligence, metaverse and others on organizational management information systems. Latest research and case studies are covered.
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Seppo Kellomäki, "Management of Boreal Forests: Theories and Applications for Ecosystem Services"
English | ISBN: 3030880230 | 2022 | 740 pages | EPUB | 158 MB
This comprehensive textbook explores the boreal forests of Northern Europe, Finland, Sweden and Norway. Students will gain an overview of the forest ecosystem and the services it provides for modern society. From the production of timber, to the supply of food products or their use as a recreational space for human wellbeing - our forests serve many needs. Accordingly, the respective chapters cover various types of ecosystem service, e.g. supporting, provisioning, regulating and cultural services.
The book's main focus is on the management of boreal forests for the production of these ecosystem services. Addressing modern challenges, e.g. managing vulnerable boreal forests for adaptation to climate change, is an important aspect throughout the volume. Traditional forest management has to adapt and evolve in order to meet the increasing risk of abiotic and biotic damages to our forest biomass. Future forestry graduates will have to face more and more of these challenges; consequently, the book provides them with a wealth of scientific knowhow and possible counter-strategies.
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