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Lonely Planet Pocket Madeira: Detailed Itineraries | Travel Like a Local | Insider Tips | Covers West Funchal, East Funchal, North Coast, East Madeira, and more (Pocket Guide) by Austin Bush
English | March 18, 2025 | ISBN: 1837583560 | 168 pages | MOBI | 32 Mb
Discover twice the place in half the time as Lonely Planet's local travel experts reveal all you need to know to plan the ultimate short trip to Madeira.
This latest edition uncovers Madeira's most popular experiences and unexpected surprises from taking a cable car down to the isolated swimming spot at Fajã dos Padres; to exploring the charming seaside streets of Ponto do Sol; and strolling past weird-and-wonderful shrubs and trees at Jardins Botânicos da Madeira.
Build a trip to remember with Lonely Planet's PocketMadeira travel guide:Our Pocket guidebook format contains the best insider knowledge for planning trips between 1 - 7 daysAll-new structure and design that's easy to use so you can navigate Madeira effortlesslyExciting 'Three Perfect Days' itineraries that are packed with unmissable attractions and activitiesEat, drink and shop like a local with extensive listings of the top restaurants, bars, markets and street vendorsVibrant photography and maps including a pull out map of MadeiraExplore on foot! Walking tours in every chapter introduce each area's personality and unique experiencesGet fresh takes on must-visit sights including Convento de Santa Clara, Museu de Arte Sacra, and Curral das FreirasEssential information toolkit containing tips on arriving; navigating transport confidently; local etiquette; using money; LGBTIQ+ travel advice; useful words and phrases; accessibility; and responsible travelCovers: Funchal, The South Coast, The North Coast, The East Coast, The West Coast, The Interior, Porto Santo
Get straight to the heart of this extraordinary destination and hit the ground running with Lonely Planet's Pocket Madeira.
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Lonely Planet Prague & Czechia (Travel Guide) by Mark Baker, Marc Di Duca, Iva Roze Skochova
English | June 20, 2023 | ISBN: 1787016315 | 240 pages | EPUB | 260 Mb
Lonely Planet's Prague and Czechia is our most comprehensive guide that extensively covers all the city and country has to offer, with recommendations for both popular and lesser-known experiences. Marvel at Prague Castle, sample Czech beer and relax in the pretty town of Telc; all with your trusted travel companion.
Inside Lonely Planet's Prague and Czechia Travel Guide:
Lonely Planet's Top Picks - a visually inspiring collection of the destination's best experiences and where to have them
Itineraries help you build the ultimate trip based on your personal needs and interests
Local insights give you a richer, more rewarding travel experience - whether it's history, people, music, landscapes, wildlife, politics
Eating and drinking - get the most out of your gastronomic experience as we reveal the regional dishes and drinks you have to try
Toolkit - all of the planning tools for solo travellers, LGBTQIA+ travellers, family travellers and accessible travel
Colour maps and images throughout
Language - essential phrases and language tips
Insider tips to save time and money and get around like a local, avoiding crowds and trouble spots
Covers Prague, Bohemia, Moravia and more
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Long and Low; A Revolution in Modern Dressage
by Paul Belasik
English | 2026 | ISBN: 1041042582 | 97 pages | True PDF EPUB | 7.87 MB
This short book examines the history, origins, and unintended consequences of the commonly used and widely accepted practice of "long and low" riding and training in dressage. International rider, trainer, writer, and teacher Paul Belasik explains the little-known origins of the mysterious practice that has evolved into a major modern-day controversy. Long and low riding has negative effects on the quality of dressage at the highest levels of the sport and widespread confusion for riders of all levels. This important book seeks to educate riders on why it is taught, where it came from, and how the unintended consequences have played out for riders all over the world. It is essential reading for all dressage riders, and any event riders and jumpers wishing to better understand the origins of long and low.
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John Elder Robison, "Look Me in the Eye: My Life with Asperger's"
English | ISBN: 0307396185 | 2008 | 302 pages | AZW3 | 570 KB
NEW YORK TIMES BESTSELLER
"As sweet and funny and sad and true and heartfelt a memoir as one could find." -from the foreword by Augusten Burroughs
Ever since he was young, John Robison longed to connect with other people, but by the time he was a teenager, his odd habits-an inclination to blurt out non sequiturs, avoid eye contact, dismantle radios, and dig five-foot holes (and stick his younger brother, Augusten Burroughs, in them)-had earned him the label "social deviant." It was not until he was forty that he was diagnosed with a form of autism called Asperger's syndrome. That understanding transformed the way he saw himself-and the world. A born storyteller, Robison has written a moving, darkly funny memoir about a life that has taken him from developing exploding guitars for KISS to building a family of his own. It's a strange, sly, indelible account-sometimes alien yet always deeply human.
Read more
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Lars Brownworth, "Lost to the West: The Forgotten Byzantine Empire That Rescued Western Civilization"
English | ISBN: 0307407969 | 2010 | 352 pages | AZW3 | 3 MB
Filled with unforgettable stories of emperors, generals, and religious patriarchs, as well as fascinating glimpses into the life of the ordinary citizen, Lost to the West reveals how much we owe to the Byzantine Empire that was the equal of any in its achievements, appetites, and enduring legacy.
For more than a millennium, Byzantium reigned as the glittering seat of Christian civilization. When Europe fell into the Dark Ages, Byzantium held fast against Muslim expansion, keeping Christianity alive. Streams of wealth flowed into Constantinople, making possible unprecedented wonders of art and architecture. And the emperors who ruled Byzantium enacted a saga of political intrigue and conquest as astonishing as anything in recorded history.
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Love Forms: A Novel by Claire Adam
English | July 29, 2025 | ISBN: 0593230922 | True EPUB | 288 pages | 1.8 MB
BOOKER PRIZE LONGLIST * An "unforgettable heartache of a novel" (Vogue UK) about a mother's love, in all its forms, as a woman searches for the daughter she gave up for adoption, from the prize-winning author of Golden Child
"Reads like a Claire Keegan story expanded by Elizabeth Strout."-The Times, "Best Books to Take on Holiday This Summer"
For much of her life, Dawn has felt as if something is missing. Now, at the age of fifty-eight, with a divorce behind her and her two grown-up sons busy with their own lives, she should be trying to settle into a new future for herself. But she keeps returning to the past and to the secret she's kept all these years. At just sixteen, Dawn found herself pregnant, and-as was common in Trinidad back then-her parents sent her away to have the baby and give her up for adoption.
More than forty years later, Dawn yearns to reconnect with her lost daughter. But tracking down her child is not as easy as she had thought. It's an emotional journey that leads Dawn to retrace her steps-from Trinidad to Venezuela and then to London-and to question not only that fateful decision she'd made as a teenager but every turn in the road of her life since.
Love Forms is a powerfully moving story of a woman in search of herself-a novel that rings with heartfelt empathy through the passages of a mother's life, depicting the enduring bonds of love, family, and home.
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Lucie Basch et son combat contre le gaspillage alimentaire avec Too Good To Go: Une biographie captivante sur l'impact, les réussites et les leçons d'une entrepreneuse engagée (French Edition) by Antoine Loiseau
French | January 7, 2025 | ISBN: N/A | ASIN: B0DS212D1Y | 110 pages | EPUB | 0.26 Mb
Découvrez l'histoire inspirante de Lucie Basch, cofondatrice de l'application révolutionnaire Too Good To Go, qui lutte contre le gaspillage alimentaire tout en créant un modèle économique durable. Dans ce livre captivant, plongez dans le parcours d'une entrepreneure visionnaire qui a su allier innovation, responsabilité sociale et succès commercial. Apprenez comment Too Good To Go a transformé la manière dont les entreprises gèrent les excédents alimentaires, tout en offrant aux consommateurs une solution simple pour participer activement à la préservation de l'environnement.À travers ses défis, ses réussites et ses échecs, Lucie Basch nous montre que l'entrepreneuriat peut être un vecteur de changement durable. Ce livre explore l'impact de Too Good To Go sur la réduction du gaspillage alimentaire, l'économie circulaire et la consommation responsable. Une véritable source d'inspiration pour les entrepreneurs, les leaders et tous ceux qui souhaitent allier rentabilité et impact positif.
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Jonathan Allen, "Lucky: How Joe Biden Barely Won the Presidency"
English | ISBN: 0525574220 | 2021 | 528 pages | AZW3 | 1056 KB
The inside story of the historic 2020 presidential election and Joe Biden's harrowing ride to victory, from the #1 New York Times bestselling authors of Shattered, the definitive account of Hillary Clinton's 2016 campaign.
Almost no one thought Joe Biden could make it back to the White House-not Donald Trump, not the two dozen Democratic rivals who sought to take down a weak front-runner, not the mega-donors and key endorsers who feared he could not beat Bernie Sanders, not even Barack Obama. The story of Biden's cathartic victory in the 2020 election is the story of a Democratic Party at odds with itself, torn between the single-minded goal of removing Donald Trump and the push for a bold progressive agenda that threatened to alienate as many voters as it drew.
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Lugma: Abundant Dishes And Stories From My Middle East by Noor Murad
English | March 25, 2025 | ISBN: 1837832013 | 288 pages | MOBI | 89 Mb
"I adore this book. It's personal, beautifully written - Noor's voice draws you in and holds you there - and the recipes are absolutely glorious." - Diana Henry
"There's an incredible generosity to Noor's cooking, capturing the spirit of so many cooks across the Middle East: bold gestures, big flavours, whole universes of food around a single table. Noor is also a unique talent; her cooking reflects the essence of home comfort, plus an unmatched innovative palate." - Yotam Ottolenghi
In Lugma, Noor offers over 100 recipes as an ode to the food she grew up eating-traditional flavors and modern dishes from Bahrain, the surrounding Middle East, and beyond.
Lugma in Arabic means a bite. For Noor, as a chef and co-author of two Ottolenghi Test Kitchen cookbooks, her career has been centered around taking bites of food and analyzing them to create the perfect dish. Raised in Bahrain and now based in London, Noor takes you on a culinary journey to celebrate her own food culture. Her recipes are inspired by the foods of her upbringing: the elaborate rice dishes and black limes of the Gulf, an abundance of herbs and sour flavours from Iran, liberal spice and chilli heat from India, and the vibrant foods of the Levant-to create a unique collection of traditional and re-imagined dishes from the Middle East.
From Spring Time Fattoush and Stuffed Baby Aubergines to Slow-cooked Fenugreek Lamb with Pickled Chillies and Pistachio Cake with Labneh, these beautiful and inspirational recipes are full of love and warmth to be recreated in your own kitchen.
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Lunch Meals for Work: Discover Amazingly Delicious Dishes to Savor On-the-Go and Meal Prep with Minimal Effort and Time by BookSumo Press
English | March 13, 2025 | ISBN: N/A | ASIN: B0F1GC1KBH | 166 pages | EPUB | 3.82 Mb
Delicious Lunches for Happy Folks.
Come take a journey with us into the delights of easy cooking. The point of this cookbook and all our cookbooks is to exemplify the effortless nature of cooking simply.
In this book we focus on Lunch. Lunch Meals for Work is a complete set of simple but very unique Lunch recipes. You will find that even though the recipes are simple, the tastes are quite amazing.
Besides recipes you will learn about the following:History Of The LunchboxLunchbox OptionsBrown Paper BagsMetal LunchboxesPlastic LunchboxesInsulated Lunch BagsTiffin BoxesBento BoxesReusable Cloth BagsAdjustability For Various Dietary Preferences And NeedsTips For Packing Traditional And Non-Traditional ItemsLunch Packing EssentialsBasic Tools And EquipmentIngredients To StockTime-Saving Lunchbox TipsMeal Planning For The WeekMeal Ideas For The WeekWeekend PrepThe Ideal Lunch And Essential ElementsAvoid Common Lunchbox PitfallsHere is a Preview of the Lunch Recipes You Will Learn:Lunchbox Chipotle PaniniQuinoa Summer SaladTraditional North Indian Beans CurryEasy Chipotle BurgersSweet Onion SpudsOld Ranch Road SaladLaguna Seca BurritosPortland Brie and PearRipe Tomato and AvocadoPhiladelphia StrawberryChicken Salad With Hash Brown "Crouton"Rotisserie Chicken Miso w/ Baby SpinachMuch, much more!Again remember these recipes are unique so be ready to try some new things. Also remember that the style of cooking used in this cookbook is effortless. So even though the recipes will be unique and great tasting, creating them will take minimal effort!
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Lunches For Work: Delicious Go-To Meals for Busy Workers to Inspire and Revitalize Your Energy to Finish the Day Strong by BookSumo Press
English | March 13, 2025 | ISBN: N/A | ASIN: B0F1FZXDDT | 172 pages | EPUB | 4.70 Mb
Lunch-Time is Exciting.
Come take a journey with us into the delights of easy cooking. The point of this cookbook and all our cookbooks is to exemplify the effortless nature of cooking simply.
In this book we focus on Lunch. Lunches For Work is a complete set of simple but very unique Lunch recipes. You will find that even though the recipes are simple, the tastes are quite amazing.
Besides recipes you will learn about the following:History Of The LunchboxLunchbox OptionsBrown Paper BagsMetal LunchboxesPlastic LunchboxesInsulated Lunch BagsTiffin BoxesBento BoxesReusable Cloth BagsAdjustability For Various Dietary Preferences And NeedsTips For Packing Traditional And Non-Traditional ItemsLunch Packing EssentialsBasic Tools And EquipmentIngredients To StockTime-Saving Lunchbox TipsMeal Planning For The WeekMeal Ideas For The WeekWeekend PrepThe Ideal Lunch And Essential ElementsAvoid Common Lunchbox PitfallsHere is a Preview of the Lunch Recipes You Will Learn:Victorian Tomato PaniniVegetarian GyrosEmpire Egg SaladHomemade Strawberry Puff PastrySpicy Beef in Tomato SauceChattanooga ChickenNew Chinese Kitchen Beef and BroccoliBrussel Sprouts I (Apple Sausage and Parsley)Mediterranean GruyereAmerican Roasted Chicken LegsTallahassee Seafood RisottoLittle Bay Yellow CurryMuch, much more!Again remember these recipes are unique so be ready to try some new things. Also remember that the style of cooking used in this cookbook is effortless. So even though the recipes will be unique and great tasting, creating them will take minimal effort!
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Lust auf mehr...: Wie du deine Sexualität neu entdeckst - spielerisch, selbstbestimmt und ohne Scham (German Edition) by Mia von Bolean
German | April 18, 2025 | ISBN: N/A | ASIN: B0F5N3XP34 | 153 pages | EPUB | 4.10 Mb
Du spürst, da geht noch mehr? Willkommen.
„Lust auf Mehr" ist ein ehrliches, leichtes und bestärkendes Buch über weibliche Sexualität - geschrieben für Frauen, die sich (wieder) mit ihrem Körper, ihrer Lust und ihrer Neugierde verbinden möchten. Ohne Leistungsdruck. Ohne Tabus. Dafür mit ganz viel Offenheit, Spiel und Aha-Momenten.
Ob du Single bist oder in einer Beziehung, ob du gerade wenig Lust spürst oder nach mehr suchst, ob du Neues entdecken willst oder einfach wieder bei dir selbst ankommen möchtest - dieses Buch begleitet dich auf dem Weg zu einem natürlichen, freudvollen Umgang mit deiner Lust.
Hier geht es nicht um Perfektion im Bett, sondern um das, was dir gut tut:Wie du dich selbst berührst - körperlich und emotionalWie du liebevoll mit Scham umgehen kannst (und sie überwindest)Warum es völlig okay ist, nicht immer zu wollen - und manchmal mehrWie du mit deinem Partner offen über Wünsche sprichst ✦ Und wie du deine Sexualität spielerisch und neugierig neu entdecken kannstMit Leichtigkeit, Wärme, Humor und jeder Menge „Oh, das wusste ich noch nicht"-Momente zeigt „Lust auf Mehr", dass weibliche Sexualität nicht erklärt, sondern erlebt werden will.
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Machine Learning: 4 Books in 1: Basic Concepts + Artificial Intelligence + Python Programming + Python Machine Learning. A Comprehensive Guide to Build Intelligent Systems Using Python Libraries
English | March 29, 2020 | ASIN: B086KQMFT5 | 498 pages | Epub | 9.70 MB
Ready to turn "machine learning" from buzzword into real-world skill?
This beginner-friendly guide takes you from absolute novice to confident practitioner-step by step, in plain English, with hands-on examples you can try right away.
What You'll Master Inside
Machine Learning vs. Artificial Intelligence - what each term really means and why it matters
The evolution of ML - from academic curiosity to everyday must-have
Practical applications - banking, e-commerce, social media, healthcare, and more
Big Data fundamentals - collecting, cleaning, and using massive datasets
How big-tech giants (Google, Meta, Amazon) leverage data - and how you can borrow their playbook
Essential Python tools - NumPy, Pandas, scikit-learn, TensorFlow, and the libraries that save you months of work
Step-by-step projects - build, train, and fine-tune real models you can show off
Marketing & growth hacks - attract customers by putting ML insights to work
Advanced programming techniques - move beyond copy-and-paste code to writing your own scalable solutions
Why This Book Works
Zero-to-hero path - no prior coding or math required; each concept builds on the last
Hands-on learning - mini-projects and exercises reinforce every chapter
Business focus - see exactly how ML drives revenue, efficiency, and smarter decisions
Actionable templates - reuse proven code snippets instead of starting from scratch
Whether you're a curious beginner, a marketer who wants data superpowers, or a developer aiming to add "AI" to your résumé, this book delivers the practical knowledge and confidence you need.
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Machine Learning: An Overview of Artificial Intelligence
English | May 27, 2018 | ASIN: B07DCFX9TJ | 55 pages | Epub | 2.55 MB
*Includes pictures
*Includes online resources and a bibliography for further reading
*Includes a table of contents
Machine learning, in its broadest sense, is a series of methods to recognize and exploit patterns in data. The name comes from the goal of trying to automate (via machines) the process that humans have used to observe the world around them and draw conclusions (i.e. learn) from those observations. Although all practical work in the machine learning field is done through computer programming, the concepts are independent of programming knowledge and instead rely on a mathematical basis. This overview will look only at the conceptual and mathematical side of the field, with little mention of the programming or practical applications.
There are a multitude of algorithms that are grouped within the general category of machine learning. Depending on the type of information available, as well as the goal of a problem, many techniques will not work well or simply be impossible to apply. The key to learning different algorithms is to know in which situation each functions best. In many situations there is some sample data from a system and the goal is to interpret this data to define the system or to predict the behavior of new situations. These techniques will be examined later in the overview. Initially, problems will not provide sample data, but instead define a problem according to some constraints; the goal will be to find an optimal solution given the constraints.
Machine Learning: The History of Automating Computers to Observe and Analyze Data looks at the attempts to develop machine learning, from successes to failures. Along with pictures depicting important people, places, and events, you will learn about machine learning like never before.
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Machine Learning and Computational Intelligence Techniques for Data Engineering: Proceedings of the 4th International Conference MISP 2022, Volume 2 by Pradeep Singh, Deepak Singh, Vivek Tiwari, Sanjay Misra
English | EPUB (True) | 2023 | 885 Pages | ISBN : 9819900468 | 136.6 MB
This book comprises the proceedings of the 4th International Conference on Machine Intelligence and Signal Processing (MISP2022). The contents of this book focus on research advancements in machine intelligence, signal processing, and applications. The book covers the real-time challenges involved while processing big data analytics and stream processing with the integration of smart data computing services and interconnectivity. It also includes the progress in signal processing to process the normal and abnormal categories of real-world signals such as signals generated from IoT devices, smart systems, speech, videos and involves biomedical signal processing: electrocardiogram (ECG), electroencephalogram (EEG), magnetoencephalography (MEG), electromyogram (EMG), etc. This book proves to be a valuable resource for those in academia and industry.
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Machine Learning: Eine Einführung für Psychologie, Geistes- und Sozialwissenschaften
Deutsch | 2025 | ISBN: 3658436484 | 166 Pages | PDF (True) | 6 MB
Dieses Buch richtet sich an alle, welche die enormen Potenziale maschinellen Lernens für wissenschaftliche Fragestellungen und innovative Ansätze in Studium oder Beruf nutzen möchten. Denn maschinelles Lernen eröffnet neue Möglichkeiten zum effizienten Umgang mit umfassenden, komplex strukturierten und sich schnell entwickelnden Daten. Zunächst werden Grundideen und typische Anwendungsfelder maschinellen Lernens sowie dessen Vorzüge gegenüber inferenzstatistischen Verfahren erläutert. Daran schließen praktische Hinweise dazu an, wie Daten für maschinelle Lernprozesse aufbereitet werden und wie diese durch Anpassung verschiedener Parameter möglichst optimale Ergebnisse erzielen können. Von den hierzu einsetzbaren Modellen werden die gängigsten theoretisch und anhand anschaulicher Beispiele vorgestellt. Auch auf verschiedene Optionen zur besseren Interpretierbarkeit sowie auf spezifische Limitationen von Analyseresultaten wird eingegangen. Weiterführende Anwendungsfälle und verständlich kommentierte Analysecodes sind auf dem GitHub-Repositorium zu diesem Buch auf SpringerLink online verfügbar.
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Machine Learning for Real-Time Aircraft Fault Detection and Diagnosis
English | March 15, 2025 | ASIN: B0F1LTV9LC | 74 pages | Epub | 1.73 MB
Explore the Future of Aircraft Fault Detection with AI and Machine Learning
Unlock the potential of artificial intelligence and machine learning in aircraft fault detection and diagnosis with Machine Learning for Real-Time Aircraft Fault Detection and Diagnosis. This meticulously researched resource offers an in-depth look into how AI is revolutionizing the aviation industry by enhancing the reliability, safety, and performance of aircraft systems through real-time diagnostics and predictive maintenance.
With a comprehensive exploration of the latest advancements in machine learning algorithms, anomaly detection, and predictive analytics, this book provides a roadmap for modernizing aircraft maintenance processes. By delving into AI's critical role in fault detection, diagnosis, and prevention, readers will gain a clear understanding of how these technologies minimize downtime, reduce operational costs, and improve aircraft reliability.
Key Highlights:
A thorough examination of the machine learning models used for real-time fault detection, predictive maintenance, and anomaly identification in aviation.
Detailed discussions on data acquisition, sensor integration, and IoT applications in aircraft systems for enhanced fault detection and maintenance strategies.
Case studies and industry insights into the successful AI applications by leading aerospace companies such as Boeing, Airbus, and GE Aviation as well as cutting-edge AI-driven startups reshaping the landscape of aircraft diagnostics.
A closer look at the challenges of adopting AI in aviation maintenance, including data quality, algorithmic transparency, and regulatory compliance.
Forward-thinking perspectives on the future of AI in aviation, from autonomous maintenance solutions to the integration of edge computing and real-time anomaly detection systems.
This book is a must-read for aerospace engineers, aviation maintenance professionals, data scientists, and airline operators who seek to stay ahead of the curve in the evolving field of AI-driven aircraft maintenance. Whether you're aiming to implement machine learning-based fault detection systems or simply exploring the potential of AI in aviation, Machine Learning for Real-Time Aircraft Fault Detection and Diagnosis is the essential guide to the future of aircraft reliability and operational efficiency.
Take a deep dive into the intersection of AI, aviation, and predictive maintenance, and discover how machine learning is paving the way for a smarter, more efficient, and safer aviation industry.
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Machine Learning Security with Azure: Best practices for assessing, securing, and monitoring Azure Machine Learning workloads by Georgia Kalyva, George Kavvalakis
English | December 28, 2023 | ISBN: 1805120484 | 310 pages | EPUB | 28 Mb
Implement industry best practices to identify vulnerabilities and protect your data, models, environment, and applications while learning how to recover from a security breach
Key FeaturesLearn about machine learning attacks and assess your workloads for vulnerabilitiesGain insights into securing data, infrastructure, and workloads effectivelyDiscover how to set and maintain a better security posture with the Azure Machine Learning platformPurchase of the print or Kindle book includes a free PDF eBookBook Description
With AI and machine learning (ML) models gaining popularity and integrating into more and more applications, it is more important than ever to ensure that models perform accurately and are not vulnerable to cyberattacks. However, attacks can target your data or environment as well. This book will help you identify security risks and apply the best practices to protect your assets on multiple levels, from data and models to applications and infrastructure.
This book begins by introducing what some common ML attacks are, how to identify your risks, and the industry standards and responsible AI principles you need to follow to gain an understanding of what you need to protect. Next, you will learn about the best practices to secure your assets. Starting with data protection and governance and then moving on to protect your infrastructure, you will gain insights into managing and securing your Azure ML workspace. This book introduces DevOps practices to automate your tasks securely and explains how to recover from ML attacks. Finally, you will learn how to set a security benchmark for your scenario and best practices to maintain and monitor your security posture.
By the end of this book, you'll be able to implement best practices to assess and secure your ML assets throughout the Azure Machine Learning life cycle.
What you will learnExplore the Azure Machine Learning project life cycle and servicesAssess the vulnerability of your ML assets using the Zero Trust modelExplore essential controls to ensure data governance and compliance in AzureUnderstand different methods to secure your data, models, and infrastructure against attacksFind out how to detect and remediate past or ongoing attacksExplore methods to recover from a security breachMonitor and maintain your security posture with the right tools and best practicesWho this book is for
This book is for anyone looking to learn how to assess, secure, and monitor every aspect of AI or machine learning projects running on the Microsoft Azure platform using the latest security and compliance, industry best practices, and standards. This is a must-have resource for machine learning developers and data scientists working on ML projects. IT administrators, DevOps, and security engineers required to secure and monitor Azure workloads will also benefit from this book, as the chapters cover everything from implementation to deployment, AI attack prevention, and recovery.
Table of ContentsAssessing the Vulnerability of Your Algorithms, Models, and AI EnvironmentsUnderstanding the Most Common Machine Learning AttacksPlanning for Regulatory ComplianceData Protection and GovernanceData Privacy and Responsible AI Best PracticesManaging and Securing AccessManaging and Securing Your Azure Machine Learning WorkspaceManaging and Securing the MLOps LifecycleLogging, Monitoring, and Threat DetectionSetting a Security Baseline for Your Azure ML Workloads
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Machine Learning Technologies on Energy Economics and Finance: Energy and Sustainable Analytics, Volume 1
English | 2025 | ISBN: 3031948610 | 342 Pages | PDF EPUB (True) | 58 MB
It examines key factors shaping this field, including market structures, regulatory frameworks, environmental impacts, and the dynamics of the global energy market. It discusses the critical application of machine learning (ML) in energy financing, introducing predictive tools for forecasting energy prices across various sectors-such as crude oil, electricity, fuelwood, solar, and natural gas. It also addresses how ML can predict investor behavior and assess the efficiency of energy markets, with a focus on both the opportunities and challenges in renewable energy and energy finance.
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Machine Learning With Python Artificial Intelligence
English | 2020 | ASIN: None | 102 pages | EPUB (True) | 1.06 MB
Unleash the Power of Python: Your Path to Machine Learning Excellence!
**Python: Your Gateway to Data Science and Machine Learning**
Explore the dynamic realm of Python, a versatile high-level programming language that's revolutionizing data science and machine learning. Embark on a journey of discovery as we introduce you to the world of Python and its powerhouse libraries, including numpy, scipy, pandas, and matDescriptionlib. Discover how Python can transform into a robust tool for crafting machine learning algorithms that tackle real-world challenges head-on.
**Mastering Machine Learning with Python**
Welcome to a comprehensive tutorial that demystifies machine learning using Python. This guide not only acquaints you with the foundations of machine learning but also empowers you to leverage Python's prowess for practical implementation. Navigate seamlessly from an introduction to machine learning and Python to setting up the ideal environment enriched with essential packages.
**Key Highlights of This Machine Learning Guide**
- Explore Exploratory Data Analysis, Data Preprocessing, and Feature Extraction
- Master Data Visualization, Clustering, Classification, and Regression Techniques
- Measure Model Performance and Dive into Essential Machine Learning Concepts
- Dive Deep into Various Projects: News Topic Classification, Spam Email Detection, and More
**Machine Learning for Aspiring Experts**
This guide caters to professionals eager to harness the power of Python for machine learning solutions. Whether you're delving into recommendation systems, classification challenges, or clustering conundrums, this tutorial equips you with the prowess of Python's simplicity and sophistication.
**Unlocking the Essence of Machine Learning**
Delve into the captivating realm of machine learning, a revolutionary field that empowers computers to learn without explicit programming. Discover why machine learning is transforming industries and offering a window into intelligent decision-making powered by data.
**The Essence of Machine Learning with Python**
**Table of Contents**
A Glimpse into Machine Learning
Python's Pinnacle: Introduction to Machine Learning
Setting the Stage: Python Environment Setup
Navigating Core Python Concepts
Delving into Exploratory Data Analysis and Preprocessing
Crafting Captivating Visualizations
Embracing the Art of Clustering
Illuminating the World of Classification and Regression
Evaluating Model Performance: A Comprehensive Guide
News Topic Classification: A Project in the Making
Unveiling the Magic of Spam Email Detection
Pioneering Online Ad Click-Through Prediction
A Journey into Stock Prices Forecasting
Exploring Machine Learning's Landscape: Additional Algorithms
**Why Machine Learning with Python Is Imperative**
As the world embraces AI and machine learning, Python's prowess emerges as an essential tool for propelling automation, efficiency, and scale. Empower machines to make data-driven decisions, tackle complex problems, and automate processes, all while elevating your expertise in the realm of machine learning.
**Applications: A Glimpse into the Possibilities**
- Emotion and Sentiment Analysis
- Weather Forecasting
- Stock Market Analysis
- Speech Synthesis and Recognition
- Customer Segmentation
- Fraud Detection and Prevention
- Product Recommendations in Online Shopping
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