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NETWORK AUTOMATION WITH AI & MACHINE LEARNING 2024 Edition: Strategies, tools and innovations Diego Rodrigues by Diego Rodrigues
English | September 5, 2024 | ISBN: N/A | ASIN: B0DG99VNT6 | 132 pages | EPUB | 0.38 Mb
Imagine a world where computer networks not only operate efficiently but also learn, adapt, and protect themselves from threats with minimal human involvement. Welcome to the revolutionary field of "NETWORK AUTOMATION WITH AI & MACHINE LEARNING 2024 Edition," where artificial intelligence and machine learning converge with the cutting edge of network technology.
This book, written by renowned expert Diego Rodrigues, delves deep into the nearly limitless possibilities that emerge when intelligent algorithms govern our network systems. From optimizing performance to strengthening security, each page of this book is a step forward towards a future where networks are autonomous and self-optimizing.
With a practical approach and full of case studies, Diego unveils how tools like Ansible, Nornir, Puppet, Chef, and SaltStack are being transformed by AI to create networks that not only respond but also anticipate needs and proactively defend against emerging threats. He discusses the current state of the technology and sketches a fascinating future where networks are sustainable and prepared for challenges we have yet to encounter.
"NETWORK AUTOMATION WITH AI & MACHINE LEARNING " is essential for IT professionals, network engineers, and anyone interested in understanding where the next generation of network automation is heading. By exploring advanced topics like Software-Defined Networking (SDN), machine learning algorithms, and predictive analytics from leading companies like Cisco, IBM, and Google, this book offers insights into creating smarter, more secure, and efficient networks.
Dive into this comprehensive guide to discover how the integration of AI and ML with network automation tools can revolutionize the way we manage network infrastructures. Whether you are looking to enhance your technical skills or seeking to implement cutting-edge solutions in your organization, this book provides the knowledge and inspiration needed to shape the future of network technology. Grab your copy and get ready to be inspired and equipped to shape the future of network technology.
Python Java Linux Kali Linux HTML ASP.NET Ada Assembly Language BASIC Borland Delphi C C# C++ CSS Cobol Compilers DHTML Fortran General HTML Java JavaScript LISP PHP Pascal Perl Prolog Python RPG Ruby SQL Swift UML VBScript Visual Basic XHTML XML XSL Django Flask Ruby on Rails Angular React Vue.js Node.js Laravel Spring Hibernate .NET Core Express.js TensorFlow PyTorch Jupyter Notebook Keras Bootstrap Foundation jQuery SASS LESS Scala Groovy MATLAB R Objective-C Rust Go Kotlin TypeScript Elixir Dart SwiftUI Xamarin React Native NumPy Pandas SciPy MatDescriptionlib Seaborn D3.js OpenCV NLTK PySpark BeautifulSoup Scikit-learn XGBoost CatBoost LightGBM FastAPI Celery Tornado Redis RabbitMQ Kubernetes Docker Jenkins Terraform Ansible Vagrant GitHub GitLab CircleCI Travis CI Linear Regression Logistic Regression Decision Trees Random Forests K-Means Clustering Support Vector Machines Gradient Boosting Neural Networks LSTMs CNNs GANs GO
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New Generation Artificial Intelligence-Driven Diagnosis and Maintenance Techniques: Advanced Machine Learning Models, Methods and Applications by Guangrui Wen , Zihao Lei , Xuefeng Chen , Xin Huang
English | PDF EPUB (True) | 2024 | 351 Pages | ISBN : 9819711754 | 106.6 MB
The intelligent diagnosis and maintenance of the machine mainly includes condition monitoring, fault diagnosis, performance degradation assessment and remaining useful life prediction, which plays an important role in protecting people's lives and property. In actual engineering scenarios, machine users always hope to use an automatic method to shorten the maintenance cycle and improve the accuracy of fault diagnosis and prognosis. In the past decade, Artificial Intelligence applications have flourished in many different fields, which also provide powerful tools for intelligent diagnosis and maintenance.
This book highlights the latest advances and trends in new generation artificial intelligence-driven techniques, including knowledge-driven deep learning, transfer learning, adversarial learning, complex network, graph neural network and multi-source information fusion, for diagnosis and maintenance of rotating machinery. Its primary focus is on the utilization of advanced artificial intelligence techniques to monitor, diagnose, and perform predictive maintenance of critical structures and machines, such as aero-engine, gas turbines, wind turbines, and machine tools.
The main markets of this book include academic and industrial fields, such as academic institutions, libraries of university, industrial research center. This book is essential reading for faculty members of university, graduate students, and industry professionals in the fields of diagnosis and maintenance.
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Agnès Maillot, "New Sinn Fein"
English | 2004 | pages: 223 | ISBN: 0203299698, 0415321964 | PDF | 0,8 mb
Containing interviews with key figures, such as Gerry Adams and Martin McGuinness, The New Sinn Fein is essential reading for anyone with an interest in Irish politics, and the republican movement in particular.
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Lyle Spatz, "New York Yankees Openers: An Opening Day History of Baseball's Most Famous Team, 1903-2017, 2d ed. Ed 2"
English | ISBN: 1476667659 | 2018 | 479 pages | PDF | 4 MB
The New York Yankees are baseball's most storied team. They first played at Hilltop Park, then moved to the Polo Grounds, then Yankee Stadium, Shea Stadium, back to the renovated Yankee Stadium, and now in the new Yankee Stadium.
They also frequently opened the season in Boston's historic Fenway Park, fondly remembered Shibe Park in Philadelphia, Griffith Stadium in Washington, and all around the expanded leagues after 1961.
This book details every opening-day celebration and game from 1903 to 2017, while noting how each was affected by war, the economy, political and social protest and population shifts. We see presidents and politicians, entertainers, celebrities, and fans, owners, managers, and most of all, the players.
Read more
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Nothing Significant To Report: The Misadventures Of A Kiwi Soldier by Dario Nustrini
English | May 1, 2024 | ISBN: 1775542513 | True EPUB | 304 pages | 12.96 MB
Laugh-out-loud yarns from a soldier in the New Zealand Army
When new recruit Dario Nustrini's head was freshly shaved in preparation for the army, he knew nothing about what training to fight, kill and die for New Zealand would look like. Since leaving leaving high school the year before, he had been on a steady diet of spliffs, Speights and the occasional sandwich from the cafe he worked at as a waiter. He weighed about as much as an empty pillowcase, with slightly less insulation from the cold.
Nothing Significant to Report is the brilliantly entertaining and unvarnished truth of what life is like in the New Zealand Army. From back-breaking exercises designed to make recruits spit the dummy to roleplaying in an SAS manhunt and accidentally starting a rubbish fire in a military compound, these are self-deprecating tales of misfits, mischief and camaraderie.
When Dario is deployed to war-torn Iraq, what will he think of the role he has spent five years preparing for?
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Robert E. Masterson, "Nuclear Reactor Thermal Hydraulics: An Introduction to Nuclear Heat Transfer and Fluid Flow"
English | 2019 | pages: 1391 | ISBN: 1138035378 | PDF | 90,5 mb
Nuclear Thermal-Hydraulic Systems provides a comprehensive approach to nuclear reactor thermal-hydraulics, reflecting the latest technologies, reactor designs, and safety considerations. The text makes extensive use of color images, internet links, computer graphics, and other innovative techniques to explore nuclear power plant design and operation. Key fluid mechanics, heat transfer, and nuclear engineering concepts are carefully explained, and supported with worked examples, tables, and graphics. Intended for use in one or two semester courses, the text is suitable for both undergraduate and graduate students. A complete Solutions Manual is available for professors adopting the text.
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Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and MatDescriptionlib
English | 2024 | ASIN : B0D2CHYKQR | 485 Pages | PDF EPUB (True) | 44 MB
Learn how to leverage the scientific computing and data analysis capabilities of Python, its standard library, and popular open-source numerical Python packages like NumPy, SymPy, SciPy, matDescriptionlib, and more. This book demonstrates how to work with mathematical modeling and solve problems with numerical, symbolic, and visualization techniques. It explores applications in science, engineering, data analytics, and more.
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H. Sidransky, "Nutritional Pathology: Pathobiochemistry of Dietary Imbalances"
English | 2020 | pages: 417 | ISBN: 0367451727, 0824773039 | PDF | 382,4 mb
This book examines several recent, major developments in the field of nutritional pathology, providing enhanced, current understanding of the role that altered or disturbed nutrition plays in the pathogenesis of disease. It is intended for students in pathology, nutrition, and biochemistry.
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Adam J. Cohen, Cat Nguyen Burkat, "Oculofacial, Orbital, and Lacrimal Surgery: A Compendium"
English | 2019 | pages: 801 | ISBN: 3030140903 | PDF | 103,2 mb
This comprehensive text covers both core and advanced principles within oculofacial, orbital, and lacrimal surgery with extensive detail not found in any other current book on the subject. Richly illustrated with hundreds of images,Oculofacial, Orbital, and Lacrimal Surgery: A Compendium is written and edited by international leaders in fields spanning ophthalmology, otolaryngology, oral and maxillofacial surgery, and plastic surgery. Covering topics such as embryology, anatomy, and physiology of the lacrimal system, imaging for orbital diseases and thyroid-related ophthalmology, and flap geometry and planning, this book is an excellent resource for those in training, as well as seasoned clinicians looking to stay current. This book is divided into five sections: Eyelid, Oculofacial, Lacrimal, Orbit, and Socket, with each section containing detailed chapters addressing evaluation, imaging, and various surgical approaches and management.
Designed to notonly provide an anatomical and surgical guide for all three types of surgeries, but to help physicians avoid mistakes and correct complications of patients referred to them, Oculofacial, Orbital, and Lacrimal Surgery: A Compendium is the definitive, authoritative reference on this complex field.
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Offensive Security Using Python:
A hands-on guide to offensive tactics and threat mitigation using practical strategies
English | 2024 | ISBN: 1835468160 | 418 Pages | EPUB (True) | 2 MB
Offensive Security Using Python is your go-to manual for mastering the quick-paced field of offensive security. This book is packed with valuable insights, real-world examples, and hands-on activities to help you leverage Python to navigate the complicated world of web security, exploit vulnerabilities, and automate challenging security tasks.
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Omics Approaches in Veterinary Parasitology
by Muhammad Sohail Sajid and Hafiz Muhammad Rizwan
English | 2025 | ISBN: 1032644451 | 206 pages | True PDF EPUB | 9.5 MB
Omics Approaches in Veterinary Parasitology: Diagnosis, Biomarkers, and Drug Development explores applications of omics approaches for diagnosis, biomarker discovery, and drug development against parasites of veterinary importance. It presents the fundamental principles of parasite biology and their complex physiological processes. The chapters review key aspects such as parasite life cycles, host-parasite interactions, and the molecular mechanisms that underlie parasitic diseases. The subsequent chapters delve into the principles and applications of genomics, transcriptomics, proteomics, and metabolomics in understanding parasites at a molecular level. The use of next-generation sequencing, PCR-based assays, and metagenomics in identifying and characterizing parasites for accurate and efficient diagnosis are also covered in detail. Toward the end, the book focuses on target identification, drug repurposing, and the optimization of drug efficacy while minimizing drug resistance using omics data. The book is useful for researchers, students, and professionals in the field of veterinary parasitology.
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On Call: Stories From My Life As A Surgeon, A Daughter And A Mother by Ineke Meredith
English | 6 March 2024 | ISBN: 1775542378 | True EPUB | 304 pages | 1 MB
Stories of life, death and bravery by a Kiwi female general surgeon
'Ruthlessly honest and viscerally beautiful. The book I wish I had read as a medical student.' Emma Espiner
The world of surgery is strange, messy and intense. From a man presenting with fishhooks in his stomach to being punched in the face by a patient, it's all in a mad day's work for a female general surgeon. Even with emergency operations in the wee hours and constantly being mistaken for a nurse, there are still moments of laughter and tenderness amid the chaos.
When Ineke's parents in Samoa fall ill, she becomes torn between her roles as a surgeon, a daughter and a single working mother, leading her to ask: are the sacrifices of a life in scrubs worth it?
This is an extraordinary memoir from inside the operating room about the heart it takes to survive.
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On Pyrrho and Time
by Jean-Paul Martinon
English | 2024 | ISBN: 303167619X | 249 Pages | True PDF | 7.2 MB
Today's understanding of time remains mostly Aristotelian and Newtonian/Einsteinian: time is what has been abstracted from the mundane realities of life and reduced to its measurement. Any somatic, psychological, or other experience of time is deemed either irrelevant or secondary. The history of the attempts to provide alternatives to time as measurement is infinite, most of which focuses on understanding time as an inner-temporal phenomenon for which a subject temporalizes him or herself through remembrance, experience, or anticipation (including death). Amidst this vast field, one argument by an enigmatic figure in ancient Greek thought stands out for the way it abides by neither the conventional view that time is clock time nor that it is an inner temporal phenomenon: Aenesidemus' overlooked way of apprehending time by qualifying it as similar to air. To make sense of such an unusual statement, it is necessary to reconsider what informs such an unusual idea. Aenesidemus' teacher was Pyrrho (often dubbed the Greek Buddha) who advocated for a non-differential approach to reality, one for which nothing is fixed or stable. With this perspective in mind, Aenesidemus' idea then becomes clear: time or air knows no differentiae, whether that of the unit of measure or of the subject breathing it and sheltering from it. Both are radically unstable. While these ideas had no purchase for over 2000 years, they can now be revealed in all their magnitude. In the last 120 years, we have indeed become aerial beings. We no longer scuttle around on the ground floor below an unsuspected ocean of air. We no longer aspire to shin a tree or scale a peak. We have now made a habitation of the air. Such a new dwelling has its own unique time, a time that strangely does not agree with the abstracted and/or calculated time that was formulated when we only had sundials and water-clocks at our disposal. Against time as measure and against time as inner-temporal phenomenon comes time as total instability. Can revisiting the few fragments that Pyrrho and his disciple left us help once again articulate our relation to time and give us a renewed sense of reality and who we are within it? This monograph focuses on early Pyrrhonism (as distinguished from the sceptical work of Sextus Empiricus), Pali Buddhism, as well as contemporary interpretations of time and reality in both science and philosophy.
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Lori A. Dalton, Edward R. Dougherty, "Optimal Bayesian Classification"
English | 2020 | pages: 360 | ISBN: 1510630694 | PDF | 4,2 mb
The most basic problem of engineering is the design of optimal operators. Design takes different forms depending on the random process constituting the scientific model and the operator class of interest. For classification, the random process is a feature-label distribution, and a Bayes classifier minimizes classification error. Rarely do we know the feature-label distribution or have sufficient data to estimate it. To best use available knowledge and data, this book takes a Bayesian approach to modeling the feature-label distribution and designs an optimal classifier relative to a posterior distribution governing an uncertainty class of feature-label distributions. The origins of this approach lie in estimating classifier error when there are insufficient data to hold out test data, in which case an optimal error estimate can be obtained relative to the uncertainty class. A natural next step is to forgo classical ad hoc classifier design and find an optimal classifier relative to the posterior distribution over the uncertainty class this being an optimal Bayesian classifier.
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Paula Yurkanis Bruice, "Organic Chemistry, 8th edition"
English | 2016 | ISBN: 9353948452, 0134581067, 013404228X | PDF | pages: 1340 | 70.2 mb
Paula Bruice's presentation in Organic Chemistry, Eighth Edition provides mixed-science majors with the conceptual foundations, chemical logic, and problem-solving skills they need to reason their way to solutions for diverse problems in synthetic organic chemistry, biochemistry, and medicine. The Eighth Edition builds a strong framework for thinking about organic chemistry by unifying principles of reactivity that students will apply throughout the course, discouraging memorization. With more applications than any other textbook, Dr. Bruice consistently relates structure and reactivity to what occurs in our own cells and reinforces the fundamental reason for all chemical reactions-electrophiles react with nucleophiles. New streamlined coverage of substitution and elimination, updated problem-solving strategies, synthesis skill-building applications and tutorials guide students throughout fundamental and complex content in both the first and second semesters of the course.
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Outsmart Your Brain: Why Learning is Hard and How You Can Make It Easy by Daniel T. Willingham Ph.D.
English | January 24, 2023 | ISBN: 1982167173, 1788167767 | True EPUB | 336 pages | 4.3 MB
In this revolutionary, comprehensive, and accessible guide on how the brain learns, discover how to study more efficiently and effectively, shrug away exam stress, and most of all, enjoy learning.
When we study, we tend to focus on the tasks we can most easily control-such as highlighting and rereading-but these practices only give the illusion of mastery. As Dan Willingham, professor of psychology and bestselling author, explains, familiarity is not the same as comprehension.
Perfect for teachers and students of all ages, Outsmart Your Brain provides real-world practices and the latest research on how to train your brain for better learning. Each chapter provides clear and specific strategies while also explaining why traditional study processes do not work. Grounded in scientifically backed practical advice, this is the ultimate guide to improving grades and better understanding the power of our own brains.
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Overcome AD-versity: How to Put Persuasion Power in Advertising by Barry Milavsky
English | July 8, 2024 | ISBN: 1637426100 | 216 pages | PDF | 2.22 Mb
Understanding psychology is the key to creating advertising with persuasive power.
This book explains ad development from inception with proven psychological techniques to improve your ads, adding power through a deeper understanding and focus on the target audience.
The author provides an instructional step-by-step approach, with practical insights to demonstrate concepts for better results. Learn to differentiate product benefits from attributes; how to write a creative strategy; how to make advertising believable; use psychological triggers; advertising formats and styles to perform better; and how to evaluate ideas to see stronger results.
These insider lessons are explained by a Madison Avenue veteran, plus:
Why create campaigns?What to look for as selling leverage.Challenges in producing ads.The book takes readers through the elements of persuasive advertising, with fascinating real-life examples using well-known brands, to understand practical applications of psychological ideas with many first-hand cases from the industry, plus specific guidelines for retail advertisers.
Reduce your advertising waste - give your ads more power.
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Peter D. Walzer, Robert M. Genta, "Parasitic Infections in the Compromised Host (Infectious Disease and Therapy)"
English | 1988 | pages: 552 | ISBN: 0824779436 | PDF | 68,6 mb
The first in a new series created to acknowledge the explosion of knowledge in fields related to infectious disesases and clinical microbiology. Thirteen contributions focus on organisms which are of major medical importance in this country or which have contributed to an understanding of pathology.
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Sergiy Antonyuk, "Particles in Contact: Micro Mechanics, Micro Process Dynamics and Particle Collective"
English | 2019 | pages: 661 | ISBN: 3030158985, 3030159019 | PDF | 41,2 mb
This book contains the latest scientific findings in the area of granular materials, their physical fundamentals and applications in particle technology focused on the description of interactions of fine adhesive particles.In collaboration between physicists, chemists, mathematicians and mechanics and process engineers from 24 universities, new theories and methods for multiscale modeling and reliable measurement of particles are developed, with a focus on:* Basic physical-chemical processes in the contact zone: particle-particle and particle-wall contacts,* Particle collisions and their dynamics* Constitutive material laws for particle systems on the macro level.
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Past Progress: Time and Politics at the Borders of China, Russia, and Korea by Ed Pulford
English | May 7, 2024 | ISBN: 1503639029 | 352 pages | MOBI | 9.09 Mb
While anxiety abounds in the old Cold War West that progress - whether political or economic - has been reversed, for citizens of former-socialist countries, murky temporal trajectories are nothing new. Grounded in the multiethnic frontier town of Hunchun at the triple border of China, Russia, and North Korea, Ed Pulford traces how several of global history's most ambitiously totalizing progressive endeavors have ended in cataclysmic collapse here. From the Japanese empire which banished Qing, Tsarist, and Choson dynastic histories from the region, through Chinese, Soviet, and Korean socialisms, these borderlands have seen projections and disintegrations of forward-oriented ideas accumulate on a grand scale.
Taking an archaeological approach to notions of historical progress, the book's three parts follow an innovative structure moving backwards through linear time. Part I explores "post-historical" Hunchun's diverse sociopolitics since high socialism's demise. Part II covers the socialist era, discussing cross-border temporal synchrony between China, Russia, and North Korea. Finally, Part III treats the period preceding socialist revolutions, revealing how the collapse of Qing, Tsarist, and Choson dynasties marked a compound "end of history" which opened the area to projections of modernity and progress. Examining a borderland across linguistic, cultural, and historical lenses, Past Progress is a simultaneously local and transregional analysis of time, borders, and the state before, during, and since socialism.
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