Time Series Analysis on AWS - Learn how to build forecasting models and detect anomalies in your time series data

Michaël Hoarau

Synopsis

Being a business analyst and data scientist, you have to use many algorithms and approaches to prepare, process, and build ML-based applications by leveraging time series data, but you face common problems, such as not knowing which algorithm to choose or how to combine and interpret them. Amazon Web Services (AWS) provides numerous services to help you build applications fueled by artificial intelligence (AI) capabilities. This book helps you get to grips with three AWS AI/ML-managed services to enable you to deliver your desired business outcomes.
The book begins with Amazon Forecast, where you’ll discover how to use time series forecasting, leveraging sophisticated statistical and machine learning algorithms to deliver business outcomes accurately. You’ll then learn to use Amazon Lookout for Equipment to build multivariate time series anomaly detection models geared toward industrial equipment and understand how it provides valuable insights to reinforce teams focused on predictive maintenance and predictive quality use cases. In the last chapters, you’ll explore Amazon Lookout for Metrics, and automatically detect and diagnose outliers in your business and operational data.
By the end of this AWS book, you’ll have understood how to use the three AWS AI services effectively to perform time series analysis.

Disponible depuis: 28/02/2022.

Longueur d'impression: 458 pages.

Science et Technologie

D'autres livres qui pourraient vous intéresser

Foundations Of Programming: Java...

Scott Brandt

Discover how to become a six-figure developer without going back to school 
Are you thinking of transitioning into a career as a software developer? Have you always been interested in programming languages and tinkering with technology? Do you wish there was a straightforward way to gain all the skills and knowledge you need to write your own programs? 
And that's where this book comes in. In it, you'll find a step-by-step guide that will take you through all the essential skills that every top programmer in the world has mastered. Not only will this give you the opportunity to practice your new skills…but by the end of it, you'll know how to create and deploy your own Java application. 
In this book, you will discover:Job Opportunities: Places to start looking for jobs as a Java developer, even if you don’t have a degree in computer science.Industry Insights: How global brands like Netflix and Amazon rely on Java for their ongoing success.Security Best Practices: How to keep your application code from falling into the wrong hands—avoid these common security vulnerabilities.Code Comments: Why you should leave comments in your code, and how to do it without being a nuisance.Error Handling: The difference between errors and exceptions, and how to fix them the moment they show up.Practical Exercises: Different exercises to help you apply and understand all the basics of Java. 
Whether you're a complete beginner or someone with a bit of programming knowledge, "C# for Beginners" will equip you with the skills and confidence to excel. Start your journey to becoming a professional C# developer today and unlock the doors to a prosperous career in software development.

Voir livre

Website Development - Web Design...

Jonathan Rigdon

Website development involves creating and maintaining websites. It encompasses various aspects such as web design, web programming, and database management. Web developers use languages like HTML, CSS, and JavaScript to build the structure, style, and interactivity of websites. Additionally, they may work with server-side scripting languages like PHP, Python, or Ruby to handle dynamic content and databases. Understanding user experience (UX) and search engine optimization (SEO) are also crucial for creating successful websites.

Voir livre

Inside Animal Hearts and Minds -...

Belinda Recio

As Charles Darwin suggested more than a century ago, the differences between animals and humans are of degree and not of kind. Not long ago, ethologists denied that animals had emotions or true intelligence. Now, we know that rats laugh when tickled, magpies mourn as they cover the departed with greenery, female whales travel thousands of miles for annual reunions with their gal pals, seals navigate by the stars, bears hum when happy, and crows slide down snowy rooftops for fun. 
 
In engaging text, photographs, and infographics, Inside Animal Hearts and Minds showcases fascinating and heart-warming examples of animal emotion and cognition that will foster wonder and empathy. Learn about an orangutan who does “macramé”, monkeys that understand the concept of money, and rats that choose friendship over food. Even language, math, and logic are no longer exclusive to humans. Prairie dogs have their own complex vocabularies to describe human intruders, parrots name their chicks, sea lions appear capable of deductive thinking akin to a 10-year-old child’s, and bears, lemurs, parrots, and other animals demonstrate numerical cognition. 
 
In a world where a growing body of scientific research is closing the gap between the human and nonhuman, Inside Animal Hearts and Minds invites us to change the way we view animals, the world, and our place in it.

Voir livre

Glacier Sleep Sounds - 4 Hours...

Sleeptime Publications

❄️ Fall Asleep to the Deep, Hypnotic Stillness of a Frozen World.
Let the icy winds, creaking glaciers, and distant trickles of meltwater carry you into the most peaceful sleep you’ve had in ages.
Do you lie awake with your thoughts racing, desperate to shut off your mind? Have you tried every sleep app, but nothing feels truly immersive or calming enough?
Glacier Sleep Sounds isn't just noise—it's an audio journey into the untouched silence of the Arctic. These four ambient soundscapes recreate the stillness of glacial crevasses and frozen caverns to help you switch off from the chaos of the day and ease into deep, uninterrupted rest. You’re not just falling asleep—you’re escaping into calm.
What you’ll get from this audiobook:🧊 4 immersive chapters of ambient glacier sounds designed for deep relaxation and sleep❄️ Authentic audio atmosphere, including icy winds, distant ice shifts, and soft snow crunches💤 No music, just pure natural sound to help your brain wind down naturally🕰️ 4 hours of continuous playback to last all night or help with naps, meditation, or focus🌙 Guided timestamps at gentle intervals to guide you deeper into relaxation (optional narration)
Even if nothing else has worked for you, this experience is different. There’s something primal and comforting in the cold—when all is still, and you are completely undisturbed. This is your escape from the noise, your reset button, your permission to let go.
🎧 Press play. Close your eyes. Let the glacier hold you.

Voir livre

AI Data Engineering For...

Simon Winston

In the age of artificial intelligence, data engineering plays a pivotal role in shaping the future. This comprehensive guide, "AI Data Engineering for Beginners," takes you on a journey through the core principles and practices that underpin the data-driven world of AI. Whether you're an aspiring data engineer, a curious enthusiast, or a student eager to understand the inner workings of AI, this book is your passport to the realm of data. 
This book bridges the gap between AI theory and practical implementation. With a wealth of real-world examples and hands-on guidance, you'll not only grasp the foundations of AI data engineering but also be ready to tackle your own AI projects. As the world becomes increasingly data-driven, your ability to shape, manage, and leverage data will be a sought-after skill, and "AI Data Engineering for Beginners" is your essential toolkit to step confidently into this exciting field. Whether you dream of revolutionizing industries or simply want to understand the tech shaping our world, this book is your starting point in mastering the data behind the AI revolution.

Voir livre

Urban Planning - Designing the...

Lyric Vale

Cities are living, breathing organisms that reflect humanity's most ambitious dreams and most pressing challenges. More than mere collections of buildings and infrastructure, they are complex ecosystems where social, economic, technological, and environmental dynamics interweave to create the spaces where human life unfolds. This comprehensive exploration—encompassing City Planning, the Evolution of Urban Planning, and Urban Design—offers a deep dive into the art and science of crafting urban environments that are not just functional, but transformative, sustainable, and responsive to the ever-changing needs of human communities. 
The narrative of urban development is fundamentally a story of human adaptation, innovation, and collective imagination. From ancient civilizations' first planned settlements to today's smart, technologically integrated metropolises, urban planning represents a continuous dialogue between human potential and environmental constraints. By examining the historical trajectories, contemporary challenges, and future possibilities of urban design, this book illuminates the intricate processes that shape our collective living spaces. Readers will journey through the strategic thinking, technological innovations, social considerations, and visionary approaches that transform abstract concepts into tangible urban landscapes—revealing how thoughtful planning can address critical issues like sustainability, social equity, technological integration, and quality of life in an increasingly urbanized world.

Voir livre