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Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase.
Covering innovations in time series data analysis and use cases from the real world, this practical guide will help you solve the most common data engineering and analysis challenges in time series, using both traditional statistical and modern machine learning techniques.
Minimum quantity for "Practical Time Series Analysis: Prediction with Statistics and Machine Learning" is 1.
By 2020, the Internet of Things (IoT) will consist of millions of computational devices intimately connected to real-world aspects of human life. In this insightful book, Professor Sean Smith, who worked in information security long before the web appeared, explains that if we build the IoT the way we built the current internet and other information technology initiatives, we're headed for trouble.
About the Book
Ever gone through hundred and ten resources for blockchain and still not able to figure out where to start off. Well this book would lay the foundation for most of the concepts that you would require to at least get started somewhere and scratch the surface of this hyped technology.
From the different underlying technicalities to the diversity of platforms, from the variety of scenarios where Blockchain fits to understanding when it would be an overkill, from learning the two most important platforms to getting you started for creating your own applications on top of them, from various simple humorous references to intriguing exercises, this book aims to not only make you feel comfortable with the technology but also confident enough to ponder more about it.
Minimum quantity for "Blockchain for Beginners: The Art of Decentralisation & Cryptography" is 1.
Minimum quantity for "Python for DevOps: Learn Ruthlessly Effective Automation" is 1.
Turn your R code into packages that others can easily download and use. This practical book shows you how to bundle reusable R functions, sample data, and documentation together by applying author Hadley Wickhams package development philosophy. In the process, youll work with devtools, roxygen, and testthat, a set of R packages that automate common development tasks. Devtools encapsulates best practices that Hadley has learned from years of working with this programming language.
Whether youre a software engineer aspiring to enter the world of deep learning, a veteran data scientist, or a hobbyist with a simple dream of making the next viral AI app, you might have wondered where to begin. This step-by-step guide teaches you how to build practical deep learning applications for the cloud, mobile, browsers, and edge devices using a hands-on approach.Relying on years of industry experience transforming deep learning research into award-winning applications, Anirudh Koul, Siddha Ganju, and Meher Kasam guide you through the process of converting an idea into something that people in the real world can use. Train, tune, and deploy computer vision models with Keras, TensorFlow, Core ML, and TensorFlow Lite Develop AI for a range of devices including Raspberry Pi, Jetson Nano, and Google Coral Explore fun projects, from Silicon Valleys Not Hotdog app to 40+ industry case studies Simulate an autonomous car in a video game environment and build a miniature version with reinforcement learning Use transfer learning to train models in minutes Discover 50+ practical tips for maximizing model accuracy and speed, debugging, and scaling to millions of users
Minimum quantity for "Practical Deep Learning for Cloud, Mobile, and Edge: Real-World AI & Computer-Vision Projects Using Python, Keras & TensorFlow" is 1.
Collaboration is key for organizations in the 21st century, yet few business people have been trained to teach this skill. How do you advance ideas in a collaborative way and then communicate them throughout your company? In this practical book, author Gretchen Anderson shows you how to generate ideas with others while gaining buy-in from all levels of your organization.
Minimum quantity for "Mastering Collaboration: Make Working Together Less Painful and More Productive" is 1.
this hands-on guide, you’ll learn how to write effective, idiomatic Python code
by leveraging its best features. You will go through Python’s core language
features and libraries, and this book shows you how to make your code shorter,
faster, and more readable at the same time.
book is great for newcomers; the content is easy to read and the lessons teach
idiomatic Python so that when a developer breaks out into the world from simple
projects to more advanced topics, they are already coding stylistically. The
book does a good job of covering the basics and offering the reader a solid
foundation of knowledge.
Minimum quantity for "Python for Beginners" is 1.
Minute Front Desk Associate is a comprehensive textbook specially designed to
meet the needs of
hotel front desk working professionals. It explores the core concepts of front
office operations and
management, and uses numerous examples to explain them. Front desk
professionals of the hospitality
industry will find this book useful for its coverage of the key concepts of
front office day-to-day
operations and management explained through industry related examples, with its practice-oriented
approach; the book would also be useful to hospitality students.
Minimum quantity for "One Minute Front Desk Associate" is 1.
Most companies work hard to avoid costly failures, but in complex systems a better approach is to embrace and learn from them. Through chaos engineering, you can proactively hunt for evidence of system weaknesses before they trigger a crisis. This practical book shows software developers and system administrators how to plan and run successful chaos engineering experiments.System weaknesses go beyond your infrastructure, platforms, and applications to include policies, practices, playbooks, and people. Author Russ Miles explains why, when, and how to test systems, processes, and team responses using simulated failures on Game Days. Youll also learn how to work toward continuous chaos through automation with features you can share across your team and organization.
Minimum quantity for "Learning Chaos Engineering: Discovering and Overcoming System Weaknesses Through Experimentation" is 1.
If youre like most R users, you have deep knowledge and love for statistics. But as your organization continues to collect huge amounts of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large-scale data applications will learn how to use Spark from R to tackle big data and big compute problems.Authors Javier Luraschi, Kevin Kuo, and Edgar Ruiz show you how to use R with Spark to solve different data analysis problems.
Minimum quantity for "Mastering Spark with R: The Complete Guide to Large-Scale Analysis and Modeling" is 1.
Serverless computing is radically changing the way we build and deploy applications. With cloud providers running servers and managing machine resources, companies now can focus solely on the applications business logic and functionality. This hands-on book shows experienced programmers how to build and deploy scalable machine learning and deep learning models using serverless architectures with Microsoft Azure.Youll learn step-by-step how to code machine learning into your projects using Python and pre-trained models that include tools such as image recognition, speech recognition, and classification. Youll also examine issues around deployment and continuous delivery including scaling, security, and monitoring.
Minimum quantity for "Building Intelligent Cloud Applications: Develop Scalable Models Using Serverless Architectures with Azure" is 1.