Название: Regularization in Deep Learning Автор: Peng Liu Издательство: Manning Publications Год: 2022 MEAP V3 Формат: True PDF Страниц: 177 Размер: 11,1 Mb Язык: English
Make your deep learning models more generalized and adaptable! These practical regularization techniques improve training efficiency and help avoid overfitting errors. Regularization in Deep Learning teaches you how to improve your model performance with a toolbox of regularization techniques. It covers both well-established regularization methods and groundbreaking modern approaches. Each technique is introduced using graphics, illustrations, and step-by-step coding walkthroughs that make complex math easy to follow.
Название: Robotics for Software Engineers Автор: Andreas Bihlmaier Издательство: Manning Publications Год: 2022 MEAP3 Формат: True PDF Страниц: 240 Размер: 11,3 Mb Язык: English
Master the skills you need to program robots and other mechanical systems. Interesting examples and clear explanations guide you through programming robot arms, robots that drive and fly, and mobile manipulators.
Название: AWS for Non-Engineers Автор: Hiroko Nishimura Издательство: Manning Publications Год: 2022 MEAP V3 Формат: True PDF Страниц: 132 Размер: 10 Mb Язык: English
This friendly, fast-paced guide is perfect for anyone puzzled by the cloud! Learn the fundamentals of Amazon Web Services, and be ready to ace your AWS Certified Cloud Practitioner Exam. AWS for Non-engineers is an absolute beginner’s guide to Amazon Web Services, the most popular cloud platform. It provides a comprehensive introduction to cloud computing concepts without any confusing technical jargon. You’ll learn how AWS and cloud computing can bring value to your business, how the cloud is different from “legacy” IT, and about the core AWS services you can use right out of the box. AWS for Non-engineers is also designed to help you ace the entry-level AWS Certified Cloud Practitioner Exam and add a great cloud credential to your resume!
Название: Amazon Web Services in Action, 3rd Edition Автор: Andreas Wittig, Michael Wittig Издательство: Manning Publications Год: 2022 MEAP V3 Формат: True PDF Страниц: 213 Размер: 25 Mb Язык: English
This bestselling guide reveals best practices for security, high availability, and scalability on AWS, the world’s most popular cloud. It’s packed with techniques for automating your deployment, management, and even your infrastructure using Infrastructure as Code. Amazon Web Services in Action: An in-depth guide to AWS has helped thousands of developers succeed with the AWS cloud. This hands-on guide gives a complete introduction to computing, storage, and networking, along with best practices for all core AWS services. Amazon Web Services in Action, Third Edition: An in-depth guide to AWS is a comprehensive introduction to everything AWS. This revised edition covers all the core services in clear, plain language, including services such as AWS Lambda and CloudFormation. Throughout, you’ll automate your deployment, your scaling, and even your infrastructure management using powerful Infrastructure as Code tools. You’ll learn how to secure network traffic with a private cloud, achieve high availability with autoscaling, share data with EFS, and deliver in-memory storage with ElastiCache. Real world examples like hosting a WordPress site and deploying a note-taking app on containers ensure you’re always learning hands-on.
Название: Visual C# How to Program, 6th Edition Автор: Paul Deitel, Harvey Deitel Издательство: Pearson Год: 2018 Формат: True PDF Страниц: 1055 Размер: 12 Mb Язык: English
For all basic-to-intermediate level courses in Visual C# programming. An informative, engaging, challenging and entertaining introduction to Visual C#Created by world-renowned programming instructors Paul and Harvey Deitel, Visual C# How to Program, Sixth Edition introduces students to the world of desktop, mobile and web app development with Microsoft’s® Visual C#® programming language. Students will use the .NET platform and the Visual Studio® Integrated Development Environment to write, test, and debug applications and run them on a wide variety of Windows® devices. At the heart of the book is the Deitel signature live-code approach—rather than using code snippets, the authors present concepts in the context of complete working programs followed by sample executions. Students begin by getting comfortable with the Visual Studio Community edition IDE and basic C# syntax. Next, they build their skills one step at a time, mastering control structures, classes, objects, methods, variables, arrays, and the core techniques of object-oriented programming. With this strong foundation in place, the authors introduce more sophisticated techniques, including searching, sorting, data structures, generics, and collections.
Название: Artificial Intelligence in Medical Sciences and Psychology Автор: Tshepo Chris Nokeri Издательство: Apress Год: 2022 Формат: True PDF Страниц: 178 Размер: 10 Mb Язык: English
Get started with artificial intelligence for medical sciences and psychology. This book will help healthcare professionals and technologists solve problems using machine learning methods, computer vision, and natural language processing (NLP) techniques.
Название: The Azure Data Lakehouse Toolkit Автор: Ron L’Esteve Издательство: Apress Год: 2022 Формат: True PDF Страниц: 467 Размер: 26 Mb Язык: English
Design and implement a modern data lakehouse on the Azure Data Platform using Delta Lake, Apache Spark, Azure Databricks, Azure Synapse Analytics, and Snowflake. This book teaches you the intricate details of the Data Lakehouse Paradigm and how to efficiently design a cloud-based data lakehouse using highly performant and cutting-edge Apache Spark capabilities using Azure Databricks, Azure Synapse Analytics, and Snowflake. You will learn to write efficient PySpark code for batch and streaming ELT jobs on Azure. And you will follow along with practical, scenario-based examples showing how to apply the capabilities of Delta Lake and Apache Spark to optimize performance, and secure, share, and manage a high volume, high velocity, and high variety of data in your lakehouse with ease.
Название: Pro Power BI Dashboard Creation Автор: Adam Aspin Издательство: Apress Год: 2022 Формат: True PDF Страниц: 526 Размер: 25,6 Mb Язык: English
Produce high-quality, visually attractive analysis quickly and effectively with Microsoft’s key BI tool. This book teaches analysts, managers, power users, and developers how to harness the power of Microsoft’s self-service business intelligence flagship product to deliver compelling and interactive insight with remarkable ease. It then shows you the essential techniques needed to go from source data to dashboards that seize your audience’s attention and provide them with clear and accurate information.
Название: Data Structures Through C++: Experience Data Structures C++ through animations, 4th Edition Автор: Yashavant Kanetkar Издательство: BPB Publications Год: 2022 Формат: PDF Страниц: 346 Размер: 10 Mb Язык: English
There are two major hurdles faced by anybody trying to learn Data Structures : Most books attempt to teach it using algorithms rather than complete working programs, A lot is left to the imagination of the reader, instead of explaining it in detail. This is a different Data Structures book. It uses C++ language to teach Data Structures. Secondly, it goes far beyond merely explaining how Stacks, Queues and Linked Lists work. The readers can actually experience (rather than imagine) sorting of an array, traversing of a doubly-linked list, construction of a binary tree, etc. through carefully crafted animations that depict these processes. All these animations are available on the Downloadable DVD. In addition, it contains numerous carefully-crafted figures, working programs and real-world scenarios where different data structures are used. This would help you understand the complicated operations being performed on different data structures easily. Add to that the customary lucid style of Yashavant Kanetkar and you have a perfect Data Structures book in your hands.
Название: Java for Web Development: Create Full-Stack Java Applications with Servlets, JSP Pages, MVC Pattern and Database Connectivity Автор: Sarika Agarwal, Vivek Gupta Издательство: BPB Publications Год: 2022 Формат: PDF Страниц: 235 Размер: 10 Mb Язык: English
This book is about creating web applications with Java, servlets, Java Server Pages, and struts. Servlets, JSP pages, and database connectivity will be covered in detail. The more you read this book, the better you will be at making GUI apps, using JavaBeans in JSP, and making your tag libraries. The book covers various key topics, including the MVC pattern, servlets, JSP, database connectivity, struts, and localization. With examples and demonstrations, you'll learn about every aspect of web development and how to use Java and associated tools effectively throughout the process. All programmes are made in the NetBeans IDE and run on Tomcat Server. The hierarchy of classes and the architecture are also illustrated graphically. Readers will get comprehensive knowledge of concepts through analogies drawn from real-world situations. Interview questions with solutions are also included for users looking for jobs in software companies.