Category: Ebook

Bhatia P Machine Learning with Python Principles and Practical Techniques 2024

General:

Name: Bhatia P Machine Learning with Python Principles and Practical Techniques 2024
Format: pdf
Size: 115.08 MB

Book:

Title: Machine Learning with Python: Principles and Practical Techniques
Author: Parteek Bhatia
Language: angielski
Year: 2026
Subjects: N/A
Publisher: Cambridge University Press
ISBN: 9781009170246
Total pages: 1157

Description:

Machine learning has become a dominant problem-solving technique in the modern world, with applications ranging from search engines and social media to self-driving cars and artificial intelligence. This lucid textbook presents the theoretical foundations of machine learning algorithms, and then illustrates each concept with its detailed implementation in Python to allow beginners to effectively implement the principles in real-world applications. All major techniques, such as regression, classification, clustering, deep learning, and association mining, have been illustrated using step-by-step coding instructions to help inculcate a ‘learning by doing’ approach. The book has no prerequisites, and covers the subject from the ground up, including a detailed introductory chapter on the Python language. As such, it is going to be a valuable resource not only for students of computer science, but also for anyone looking for a foundation in the subject, as well as professionals looking for a ready reckoner.

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Bhat S Deep Learning Applications in Medical Image Segmentation 2025

General:

Name: Bhat S Deep Learning Applications in Medical Image Segmentation 2025
Format: pdf
Size: 6.1 MB

Book:

Title: Deep Learning Applications in Medical Image Segmentation
Author: Sajid Yousuf Bhat
Language: polski
Year: 2025
Subjects: Computers, Art, Architecture & Photography, Computer Graphics & Design, Computer Programming, Photography, Photography – Techniques & Equipment, Graphics Programming, Image Processing, Digital & Video Photography Techniques, Image processing->Digital techniques
Publisher: Wiley
ISBN: 9781394245345
Total pages: 309

Description:

Apply revolutionary deep learning technology to the fast-growing field of medical image segmentation
Precise medical image segmentation is rapidly becoming one of the most important tools in medical research, diagnosis, and treatment. The potential for deep learning, a technology which is already revolutionizing practice across hundreds of subfields, is immense. The prospect of using deep learning to address the traditional shortcomings of image segmentation demands close inspection and wide proliferation of relevant knowledge.
Deep Learning Applications in Medical Image Segmentation meets this demand with a comprehensive introduction and its growing applications. Covering foundational concepts and its advanced techniques, it offers a one-stop resource for researchers and other readers looking for a detailed understanding of the topic. It is deeply engaged with the main challenges and recent advances in the field of deep-learning-based medical image segmentation.
Readers will also find:

• Analysis of deep learning models, including FCN, UNet, SegNet, Dee Lab, and many more
• Detailed discussion of medical image segmentation divided by area, incorporating all major organs and organ systems
• Recent deep learning advancements in segmenting brain tumors, retinal vessels, and inner ear structures
• Analyzes the effectiveness of deep learning models in segmenting lung fields for respiratory disease diagnosis
• Explores the application and benefits of Generative Adversarial Networks (GANs) in enhancing medical image segmentation
• Identifies and discusses the key challenges faced in medical image segmentation using deep learning techniques
• Provides an overview of the latest advancements, applications, and future trends in deep learning for medical image analysis

Deep Learning Applications in Medical Image Segmentation is ideal for academics and researchers working with medical image segmentation, as well as professionals in medical imaging, data science, and biomedical engineering.

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Bhasin H Hands-on Deep Learning A Guide to Deep Learning Projects Apps 2024

General:

Name: Bhasin H Hands-on Deep Learning A Guide to Deep Learning Projects Apps 2024
Format: pdf
Size: 29.41 MB

Book:

Title: Hands-on Deep Learning: A Guide to Deep Learning with Projects and Applications
Author: Harsh Bhasin
Language: angielski
Year: 2025
Subjects: Computers, Science & Technology, Engineering, Technology, Artificial Intelligence (AI), Robotics & Artificial Intelligence, Artificial Intelligence – General
Publisher: Apress
ISBN: 9798868810350
Total pages: 374

Description:

This book discusses deep learning, from its fundamental principles to its practical applications, with hands-on exercises and coding. It focuses on deep learning techniques and shows how to apply them across a wide range of practical scenarios.

The book begins with an introduction to the core concepts of deep learning. It delves into topics such as transfer learning, multi-task learning, and end-to-end learning, providing insights into various deep learning models and their real-world applications. Next, it covers neural networks, progressing from single-layer perceptrons to multi-layer perceptrons, and solving the complexities of backpropagation and gradient descent. It explains optimizing model performance through effective techniques, addressing key considerations such as hyperparameters, bias, variance, and data division. It also covers convolutional neural networks (CNNs) through two comprehensive chapters, covering the architecture, components, and significance of kernels implementing well-known CNN models such as AlexNet and LeNet. It concludes with exploring autoencoders and generative models such as Hopfield Networks and Boltzmann Machines, applying these techniques to a diverse set of practical applications. These applications include image classification, object detection, sentiment analysis, COVID-19 detection, and ChatGPT.

By the end of this book, you will have gained a thorough understanding of deep learning, from its fundamental principles to its innovative applications, enabling you to apply this knowledge to solve a wide range of real-world problems.

What You Will Learn

• What are deep neural networks?
• What is transfer learning, multi-task learning, and end-to-end learning?
• What are hyperparameters, bias, variance, and data division?
• What are CNN and RNN?

Who This Book Is For
Machine learning engineers, data scientists, AI practitioners, software developers, and engineers interested in deep learning

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Bhardwaj R Vulnerability Assessment and Penetration Testing (VAPT) 2025

General:

Name: Bhardwaj R Vulnerability Assessment and Penetration Testing (VAPT) 2025
Format: pdf
Size: 35.82 MB

Book:

Title: Vulnerability Assessment and Penetration Testing (VAPT): Detailed guide with highlighted threats, risk exposure, and remediations
Author: Bhardwaj, Rishabh;
Language: angielski
Year: 2025
Subjects: Computers, Computers – General & Miscellaneous, Computer Security
Publisher: Bpb Publications
ISBN: 9789365892666
Total pages: 396

Description:

This book is a complete guide to VAPT, blending theory and practical skills. It begins with VAPT fundamentals, covering lifecycle, threat models, and risk assessment. You will learn infrastructure security, setting up virtual labs, and using tools like Kali Linux, Burp Suite, and OWASP ZAP for vulnerability assessments. Application security topics include static (SAST) and dynamic (DAST) analysis, web application penetration testing, and API security testing. With hands-on practice using Metasploit and exploiting vulnerabilities from the OWASP Top 10, you will gain real-world skills. The book concludes with tips on crafting professional security reports to present your findings effectively.

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Bhardwaj A Practical Digital Forensics A Guide for Windows and Linux Users 2024

General:

Name: Bhardwaj A Practical Digital Forensics A Guide for Windows and Linux Users 2024
Format: pdf
Size: 24.09 MB

Book:

Title: Practical Digital Forensics: a Guide for Windows and Linux Users
Author: Bhardwaj, Akashdeep;Singh, Pradeep;Bhardwaj, Ajay;
Language: polski
Year: 2024
Subjects: Computer Technology, Nonfiction
Publisher: Bentham Science Publishers
ISBN: 9789815305760
Total pages: 346

Description:

AI Innovations in Drug Delivery and Pharmaceutical Sciences: Advancing Therapy through Technology offers a comprehensive exploration of how artificial intelligence (AI) is revolutionizing the pharmaceutical and healthcare sectors. This book addresses the AI’s role in drug discovery, development, and delivery, highlighting applications in personalized medicine, nanotechnology, and clinical trials. It also covers AI’s impact on community and hospital pharmacy, herbal medicine, and drug product design.
Each chapter examines the use of AI in optimizing drug processes, from designing innovative therapies to improving regulatory compliance and future trends in pharmaceutical technology. This insightful resource is invaluable for researchers, pharmaceutical professionals, and healthcare innovators aiming to advance therapeutic outcomes through AI.
Key Features:
– Comprehensive coverage of AI applications in drug discovery, delivery, and design.
– Insights into AI-driven personalized medicine and nanotechnology.
– Regulatory perspectives on AI in drug delivery and medical devices.
– Future trends and innovations in AI for pharmaceutical technology.
Readership:
Ideal for pharmaceutical scientists, AI researchers, and healthcare professionals.

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https://rapidgator.net/file/e4aadf98ea539dd2b5166e9295473500/p9tk7wucarg2m3756751bg.pdf

Bhagat S Microbiology for Medical Sciences 2020

General:

Name: Bhagat S Microbiology for Medical Sciences 2020
Format: pdf
Size: 24.71 MB

Book:

Title: Prelims.indd
Author: omsairam
Language: polski
Year: 2016
Subjects: Education, Education – General & Miscellaneous, Education – Miscellaneous Topics
Publisher: Cram101
ISBN: 9781478447115
Total pages: 455

Description:

Facts101 is your complete guide to Burton’s Microbiology for the Health Sciences. In this book, you will learn topics such as as those in your book plus much more. With key features such as key terms, people and places, Facts101 gives you all the information you need to prepare for your next exam. Our practice tests are specific to the textbook and we have designed tools to make the most of your limited study time.

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Bhadeshia H Steels Structure, Properties and Design 5ed 2024

General:

Name: Bhadeshia H Steels Structure, Properties and Design 5ed 2024
Format: pdf
Size: 61.81 MB

Book:

Title: Steels: Structure, Properties, and Design
Author: H.K.D.H. Bhadeshia Ph.D., R.W.K. Honeycombe
Language: polski
Year: 2024
Subjects: Science & Technology, Engineering, Industrial Engineering & Materials Science, Materials Science – General & Miscellaneous
Publisher: Butterworth-Heinemann
ISBN: 9780443184901
Total pages: 508

Description:

Steels: Structure, Properties and Design is an essential text and reference, providing indispensable foundational content for researchers, metallurgists, and engineers in industry and academia. The book provides inspiring content for undergraduates, yet has a depth that makes it useful to researchers. Steels represent the most used metallic materials, possessing a wide range of structures and properties. By examining the properties of steels in conjunction with structure, the book provides a valuable description of the development and behavior of these materials- the very foundation of their widespread use. The new edition has been thoroughly revised and updated with 2 new chapters, expanded content throughout,and yet it retains its clear writing style, extensive bibliographies, and real-life examples. One of the new chapters deals with the additive manufacture of steels with a focus on structure and properties. The other has visionary applications of steel that lead to a dramatic reduction of the carbon dioxide burden, within a short period of time, and without compromising the quality of life that depends on steels. – Revised edition features a new chapter on selection of steels, a new chapter on sustainable use of steels, expanded coverage of surface treatment of steels, crystallographic textures, metallurgical aspects of additive manufacturing of steels, and much more – Includes derivations with important equations so that students from a broad range of subjects can appreciate the issues without being bogged down in mathematics – Presents micrographs and figures that reflect the resolution and capabilities of modern instruments

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Beyzadeoglu M Radiation Oncology A MCQ and Case Study-Based Review 2ed 2024

General:

Name: Beyzadeoglu M Radiation Oncology A MCQ and Case Study-Based Review 2ed 2024
Format: pdf
Size: 38.58 MB

Book:

Title: Radiation Oncology
Author: Murat Beyzadeoglu, Gokhan Ozyigit, Ugur Selek
Language: polski
Year: 2025
Subjects: Medicine & Nursing, Medicine, Clinical Medicine, Oncology
Publisher: Springer-Verlag New York, LLC
ISBN: 9783031817021
Total pages: 501

Description:

This updated work is an all-in-one board examination preparation book, arranged in an MCQ examination pattern instead of old-style question and answer format complemented by oral exam questions designed to meet the needs of a wide range of examinees. Radiation Oncology: A MCQ and Case Study-Based Review 2nd edition will meet the need for a practical, up-to-date, bedside-oriented radiation oncology book.
Essential aspects of radiation physics, radiobiology, and clinical radiation oncology are well covered. Tumors at different sites are adressed in a series of individual chapters, and further chapters are devoted to lymphomas and total body irradiation, pediatric tumors and benign diseases. The answer keys provide clear explanations for both the correct answers and incorrect statements.
It will be extremely useful for residents, fellows, and clinicians in the fields of radiation, medical, and surgical oncology, as well as for medical students, physicians, and medical physicists with an interest in clinical oncology.

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Berman D Fundamental and Practical Aspects of Tribology 2025

General:

Name: Berman D Fundamental and Practical Aspects of Tribology 2025
Format: pdf
Size: 5.29 MB

Book:

Title: Fundamental and Practical Aspects of Tribology
Author: Diana Berman, Andreas Rosenkranz, Max Marian
Language: polski
Year: 2024
Subjects: Science & Technology, Engineering, Mechanical Engineering & Dynamics, Physics, Mechanical Engineering – General & Miscellaneous, Solid State Physics – General & Miscellaneous
Publisher: CRC Press
ISBN: 9781040087855
Total pages: 315

Description:

Fundamental and Practical Aspects of Tribology introduces the rudiments of engineering surfaces and teaches the basic phenomena of interacting surfaces in relative motion, major modes of friction and wear, and theories of contact evolution and lubrication. Fundamental topics include friction, wear, and lubrication; surface properties and surface topography; friction of surfaces in contact; wear and surface failures; biotribology; boundary lubrication; fluid properties; hydrodynamic lubrication; bearing selection; and introductory micro‑ and nanotribology. This book also considers the relationship between nano‑ and macrotribology, rolling contacts, tribological problems in magnetic recording and electrical contacts, and monitoring and diagnosis of friction and wear.

• Offers a comprehensive review of the fundamentals, providing basic information for scientists and engineers just being introduced to the tribology field

• Teaches tribological methods of measurements and characterization

• Includes examples of real‑life tribological problems and case studies of engineering problems and solutions

• Gives an overview of current advancements in the field

• Features end‑of‑chapter problems, solutions to exercises, and accompanying video content for reinforcement of material

This textbook is written for students taking courses in tribology and lubrication, as well as surface engineering. It will also appeal to scientists and engineers who are new to tribology.
The text also offers sample laboratory demonstrations available to qualifying adopting professors.

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Bennett C Principles of Physical Optics 2ed 2022

General:

Name: Bennett C Principles of Physical Optics 2ed 2022
Format: pdf
Size: 45.03 MB

Book:

Title: Principles of Physical Optics 2e
Author: Charles A Bennett
Language: polski
Year: 2016
Subjects: Education, Education – General & Miscellaneous, Education – Miscellaneous Topics
Publisher: Cram101
ISBN: 9781467276658
Total pages: 595

Description:

Facts101 is your complete guide to Principles of Physical Optics. In this book, you will learn topics such as as those in your book plus much more. With key features such as key terms, people and places, Facts101 gives you all the information you need to prepare for your next exam. Our practice tests are specific to the textbook and we have designed tools to make the most of your limited study time.

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https://rapidgator.net/file/ee6bed08f85253b120eef98fca81e9be/t37knpz0gud514ug090c1u.pdf