Author: Andreas Wittig
Publisher: Simon and Schuster
ISBN: 163343916X
Category : Computers
Languages : en
Pages : 550
Book Description
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. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
Amazon Web Services in Action, Third Edition
Author: Andreas Wittig
Publisher: Simon and Schuster
ISBN: 163343916X
Category : Computers
Languages : en
Pages : 550
Book Description
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. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
Publisher: Simon and Schuster
ISBN: 163343916X
Category : Computers
Languages : en
Pages : 550
Book Description
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. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
Mastering Amazon Relational Database Service for MySQL
Author: Jeyaram Ayyalusamy
Publisher: BPB Publications
ISBN: 9355519362
Category : Computers
Languages : en
Pages : 564
Book Description
Toolkit for unlocking the power of Amazon RDS and propelling businesses toward success in the digital age KEY FEATURES ● Explore Amazon RDS by covering basics to advanced MySQL management on the platform. ● Real-world examples and hands-on tutorials to apply gained knowledge to solve challenges. ● Latest features, tools, and best practices in Amazon RDS for MySQL by covering recent developments. DESCRIPTION This book is a valuable resource as a practical guide for professionals involved in managing Amazon Relational Database Service (RDS) instances. The book covers the fundamentals of Amazon RDS, configuration best practices, and optimizing performance. With MySQL databases, it explores essential components, AWS Regions, and Availability Zones. Readers will benefit from the detailed discussions on managing and maintaining Amazon RDS MySQL instances, covering topics like stopping and starting DB instances, optimizing settings, handling maintenance updates, and understanding the nuances of reboots. The book emphasizes security considerations and provides a comprehensive guide to storage management, encryption options, backup strategies, and cost optimization. The later chapters delve into advanced topics such as creating and connecting to MySQL databases on Amazon RDS, managing Multi-AZ MySQL DB clusters, and upgrading AWS RDS MySQL. The book also covers comprehensive monitoring techniques, tools, and insights, offering a thorough exploration of CloudWatch metrics, alarms, and event notifications. Throughout the book, best practices, common issues, and troubleshooting tips are provided, making it an indispensable companion for database administrators navigating the complexities of Amazon RDS for MySQL. WHAT YOU WILL LEARN ● The fundamentals of Amazon RDS and how it simplifies the management of MySQL databases. ● How to set up, configure, and deploy MySQL instances on Amazon RDS. ● Best practices for designing highly available and scalable database architectures. ● Performance optimization techniques to ensure your MySQL databases run efficiently on Amazon RDS. ● Advanced topics such as replication, security, monitoring, and troubleshooting. WHO THIS BOOK IS FOR Whether you are a database administrator, a software developer, a system architect, or a technology enthusiast, this book provides valuable insights and practical guidance for effectively utilizing Amazon RDS. TABLE OF CONTENTS 1. Amazon Relational Database Service 2. Configuring a DB Instance for Amazon RDS MySQL 3. Managing and Maintaining an Amazon RDS MySQL Instance 4. Creating and Connecting to MySQL Database on Amazon RDS 5. Managing Amazon RDS Multi-AZ MySQL DB Clusters 6. Amazon RDS MySQL Backups: Best Practices for Data Integrity and Business Continuity 7. Upgrading AWS RDS MySQL 8. Comprehensive Amazon RDS MySQL Monitoring: Metrics, Tools, and Insights 9. Comprehensive Monitoring Tools for Amazon RDS and AWS Solutions 10. Understanding Amazon RDS Read Replicas: Scaling and High Availability
Publisher: BPB Publications
ISBN: 9355519362
Category : Computers
Languages : en
Pages : 564
Book Description
Toolkit for unlocking the power of Amazon RDS and propelling businesses toward success in the digital age KEY FEATURES ● Explore Amazon RDS by covering basics to advanced MySQL management on the platform. ● Real-world examples and hands-on tutorials to apply gained knowledge to solve challenges. ● Latest features, tools, and best practices in Amazon RDS for MySQL by covering recent developments. DESCRIPTION This book is a valuable resource as a practical guide for professionals involved in managing Amazon Relational Database Service (RDS) instances. The book covers the fundamentals of Amazon RDS, configuration best practices, and optimizing performance. With MySQL databases, it explores essential components, AWS Regions, and Availability Zones. Readers will benefit from the detailed discussions on managing and maintaining Amazon RDS MySQL instances, covering topics like stopping and starting DB instances, optimizing settings, handling maintenance updates, and understanding the nuances of reboots. The book emphasizes security considerations and provides a comprehensive guide to storage management, encryption options, backup strategies, and cost optimization. The later chapters delve into advanced topics such as creating and connecting to MySQL databases on Amazon RDS, managing Multi-AZ MySQL DB clusters, and upgrading AWS RDS MySQL. The book also covers comprehensive monitoring techniques, tools, and insights, offering a thorough exploration of CloudWatch metrics, alarms, and event notifications. Throughout the book, best practices, common issues, and troubleshooting tips are provided, making it an indispensable companion for database administrators navigating the complexities of Amazon RDS for MySQL. WHAT YOU WILL LEARN ● The fundamentals of Amazon RDS and how it simplifies the management of MySQL databases. ● How to set up, configure, and deploy MySQL instances on Amazon RDS. ● Best practices for designing highly available and scalable database architectures. ● Performance optimization techniques to ensure your MySQL databases run efficiently on Amazon RDS. ● Advanced topics such as replication, security, monitoring, and troubleshooting. WHO THIS BOOK IS FOR Whether you are a database administrator, a software developer, a system architect, or a technology enthusiast, this book provides valuable insights and practical guidance for effectively utilizing Amazon RDS. TABLE OF CONTENTS 1. Amazon Relational Database Service 2. Configuring a DB Instance for Amazon RDS MySQL 3. Managing and Maintaining an Amazon RDS MySQL Instance 4. Creating and Connecting to MySQL Database on Amazon RDS 5. Managing Amazon RDS Multi-AZ MySQL DB Clusters 6. Amazon RDS MySQL Backups: Best Practices for Data Integrity and Business Continuity 7. Upgrading AWS RDS MySQL 8. Comprehensive Amazon RDS MySQL Monitoring: Metrics, Tools, and Insights 9. Comprehensive Monitoring Tools for Amazon RDS and AWS Solutions 10. Understanding Amazon RDS Read Replicas: Scaling and High Availability
Learning Ansible 2.7
Author: Fabio Alessandro Locati
Publisher: Packt Publishing Ltd
ISBN: 1789950007
Category : Computers
Languages : en
Pages : 257
Book Description
Use Ansible to configure your systems, deploy software, and orchestrate advanced IT tasks Key FeaturesGet familiar with the fundamentals of Ansible 2.7Understand how to use Ansible Tower to scale your IT automationGain insights into how to develop and test Ansible playbooks Book Description Ansible is an open source automation platform that assists organizations with tasks such as application deployment, orchestration, and task automation. With the release of Ansible 2.7, even complex tasks can be handled much more easily than before. Learning Ansible 2.7 will help you take your first steps toward understanding the fundamentals and practical aspects of Ansible by introducing you to topics such as playbooks, modules, and the installation of Linux, Berkeley Software Distribution (BSD), and Windows support. In addition to this, you will focus on various testing strategies, deployment, and orchestration to build on your knowledge. The book will then help you get accustomed to features including cleaner architecture, task blocks, and playbook parsing, which can help you to streamline automation processes. Next, you will learn how to integrate Ansible with cloud platforms such as Amazon Web Services (AWS) before gaining insights into the enterprise versions of Ansible, Ansible Tower and Ansible Galaxy. This will help you to use Ansible to interact with different operating systems and improve your working efficiency. By the end of this book, you will be equipped with the Ansible skills you need to automate complex tasks for your organization. What you will learnCreate a web server using Ansible Write a custom module and test it Deploy playbooks in the production environment Troubleshoot networks using Ansible Use Ansible Galaxy and Ansible Tower during deployment Deploy an application with Ansible on AWS, Azure and DigitalOceanWho this book is for This beginner-level book is for system administrators who want to automate their organization's infrastructure using Ansible 2.7. No prior knowledge of Ansible is required
Publisher: Packt Publishing Ltd
ISBN: 1789950007
Category : Computers
Languages : en
Pages : 257
Book Description
Use Ansible to configure your systems, deploy software, and orchestrate advanced IT tasks Key FeaturesGet familiar with the fundamentals of Ansible 2.7Understand how to use Ansible Tower to scale your IT automationGain insights into how to develop and test Ansible playbooks Book Description Ansible is an open source automation platform that assists organizations with tasks such as application deployment, orchestration, and task automation. With the release of Ansible 2.7, even complex tasks can be handled much more easily than before. Learning Ansible 2.7 will help you take your first steps toward understanding the fundamentals and practical aspects of Ansible by introducing you to topics such as playbooks, modules, and the installation of Linux, Berkeley Software Distribution (BSD), and Windows support. In addition to this, you will focus on various testing strategies, deployment, and orchestration to build on your knowledge. The book will then help you get accustomed to features including cleaner architecture, task blocks, and playbook parsing, which can help you to streamline automation processes. Next, you will learn how to integrate Ansible with cloud platforms such as Amazon Web Services (AWS) before gaining insights into the enterprise versions of Ansible, Ansible Tower and Ansible Galaxy. This will help you to use Ansible to interact with different operating systems and improve your working efficiency. By the end of this book, you will be equipped with the Ansible skills you need to automate complex tasks for your organization. What you will learnCreate a web server using Ansible Write a custom module and test it Deploy playbooks in the production environment Troubleshoot networks using Ansible Use Ansible Galaxy and Ansible Tower during deployment Deploy an application with Ansible on AWS, Azure and DigitalOceanWho this book is for This beginner-level book is for system administrators who want to automate their organization's infrastructure using Ansible 2.7. No prior knowledge of Ansible is required
AWS Certified Cloud Practitioner Study Guide With 500 Practice Test Questions
Author: Ben Piper
Publisher: John Wiley & Sons
ISBN: 139423564X
Category : Computers
Languages : en
Pages : 394
Book Description
Distinguish yourself by becoming a certified AWS Cloud Practitioner In the newly revised second edition of AWS Certified Cloud Practitioner Study Guide: Foundational (CLF-C02) Exam, a team of veteran IT professionals and educators delivers an up-to-date and easy-to-follow introduction to Amazon’s industry-leading cloud technology and the introductory certification exam that demonstrates your understanding of it. Used by thousands of companies across the globe, Amazon Web Services (AWS) is an integral part of business IT operations at firms in virtually every industry and sector. In this book, you’ll prepare to pass the recently updated AWS Certification Exam and prove your knowledge of critical AWS cloud technologies and capabilities. You’ll find complete and thorough coverage of every topic included on the exam, from infrastructure to architecture and cybersecurity. You’ll also discover comprehensive discussions of the AWS Cloud value proposition, as well as billing, account management, and pricing models. After reading and completing the practice questions provided by this book, you’ll be able to: Distinguish yourself as an AWS expert by obtaining a highly sought-after certification in a popular cloud platform Hone your skills and gain new insights on AWS Cloud you can use in your own profession, whether you work in a technical, managerial, sales, purchasing, or financial role Fully prepare for and succeed on the new exam using expert content based on real-world knowledge, key exam essentials, and chapter review questions Access the Sybex online interactive learning environment and test bank, including hundreds of practice questions, a key term glossary, and electronic flashcards The AWS Certified AWS Certified Cloud Practitioner Study Guide is an essential resource for any IT professional that works directly with Amazon Web Services, as well as students in IT fields, and non-technical professionals who work with and alongside technical experts.
Publisher: John Wiley & Sons
ISBN: 139423564X
Category : Computers
Languages : en
Pages : 394
Book Description
Distinguish yourself by becoming a certified AWS Cloud Practitioner In the newly revised second edition of AWS Certified Cloud Practitioner Study Guide: Foundational (CLF-C02) Exam, a team of veteran IT professionals and educators delivers an up-to-date and easy-to-follow introduction to Amazon’s industry-leading cloud technology and the introductory certification exam that demonstrates your understanding of it. Used by thousands of companies across the globe, Amazon Web Services (AWS) is an integral part of business IT operations at firms in virtually every industry and sector. In this book, you’ll prepare to pass the recently updated AWS Certification Exam and prove your knowledge of critical AWS cloud technologies and capabilities. You’ll find complete and thorough coverage of every topic included on the exam, from infrastructure to architecture and cybersecurity. You’ll also discover comprehensive discussions of the AWS Cloud value proposition, as well as billing, account management, and pricing models. After reading and completing the practice questions provided by this book, you’ll be able to: Distinguish yourself as an AWS expert by obtaining a highly sought-after certification in a popular cloud platform Hone your skills and gain new insights on AWS Cloud you can use in your own profession, whether you work in a technical, managerial, sales, purchasing, or financial role Fully prepare for and succeed on the new exam using expert content based on real-world knowledge, key exam essentials, and chapter review questions Access the Sybex online interactive learning environment and test bank, including hundreds of practice questions, a key term glossary, and electronic flashcards The AWS Certified AWS Certified Cloud Practitioner Study Guide is an essential resource for any IT professional that works directly with Amazon Web Services, as well as students in IT fields, and non-technical professionals who work with and alongside technical experts.
Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXVI
Author: Abdelkader Hameurlain
Publisher: Springer
ISBN: 3662562669
Category : Computers
Languages : en
Pages : 204
Book Description
This volume, the 36th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains eight revised, extended papers selected from the 3rd International Conference on Future Data and Security Engineering, FDSE 2016, and the 10th International Conference on Advanced Computing and Applications, ACOMP 2016, which were held in Can Tho City, Vietnam, in November 2016. Topics covered include big data analytics, massive dataset mining, security and privacy, cryptography, access control, deep learning, crowd sourcing, database watermarking, and query processing and optimization.
Publisher: Springer
ISBN: 3662562669
Category : Computers
Languages : en
Pages : 204
Book Description
This volume, the 36th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains eight revised, extended papers selected from the 3rd International Conference on Future Data and Security Engineering, FDSE 2016, and the 10th International Conference on Advanced Computing and Applications, ACOMP 2016, which were held in Can Tho City, Vietnam, in November 2016. Topics covered include big data analytics, massive dataset mining, security and privacy, cryptography, access control, deep learning, crowd sourcing, database watermarking, and query processing and optimization.
Encyclopedia of Information Science and Technology, Third Edition
Author: Khosrow-Pour, Mehdi
Publisher: IGI Global
ISBN: 1466658894
Category : Computers
Languages : en
Pages : 7972
Book Description
"This 10-volume compilation of authoritative, research-based articles contributed by thousands of researchers and experts from all over the world emphasized modern issues and the presentation of potential opportunities, prospective solutions, and future directions in the field of information science and technology"--Provided by publisher.
Publisher: IGI Global
ISBN: 1466658894
Category : Computers
Languages : en
Pages : 7972
Book Description
"This 10-volume compilation of authoritative, research-based articles contributed by thousands of researchers and experts from all over the world emphasized modern issues and the presentation of potential opportunities, prospective solutions, and future directions in the field of information science and technology"--Provided by publisher.
Cassandra: The Definitive Guide, (Revised) Third Edition
Author: Jeff Carpenter
Publisher: "O'Reilly Media, Inc."
ISBN: 1492097101
Category : Computers
Languages : en
Pages : 432
Book Description
Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you'll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This revised third edition--updated for Cassandra 4.0 and new developments in the Cassandra ecosystem, including deployments in Kubernetes with K8ssandra--provides technical details and practical examples to help you put this database to work in a production environment. Authors Jeff Carpenter and Eben Hewitt demonstrate the advantages of Cassandra's nonrelational design, with special attention to data modeling. Developers, DBAs, and application architects looking to solve a database scaling issue or future-proof an application will learn how to harness Cassandra's speed and flexibility. Understand Cassandra's distributed and decentralized structure Use the Cassandra Query Language (CQL) and cqlsh (the CQL shell) Create a working data model and compare it with an equivalent relational model Design and develop applications using client drivers Explore cluster topology and learn how nodes exchange data Maintain a high level of performance in your cluster Deploy Cassandra onsite, in the cloud, or with Docker and Kubernetes Integrate Cassandra with Spark, Kafka, Elasticsearch, Solr, and Lucene
Publisher: "O'Reilly Media, Inc."
ISBN: 1492097101
Category : Computers
Languages : en
Pages : 432
Book Description
Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you'll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This revised third edition--updated for Cassandra 4.0 and new developments in the Cassandra ecosystem, including deployments in Kubernetes with K8ssandra--provides technical details and practical examples to help you put this database to work in a production environment. Authors Jeff Carpenter and Eben Hewitt demonstrate the advantages of Cassandra's nonrelational design, with special attention to data modeling. Developers, DBAs, and application architects looking to solve a database scaling issue or future-proof an application will learn how to harness Cassandra's speed and flexibility. Understand Cassandra's distributed and decentralized structure Use the Cassandra Query Language (CQL) and cqlsh (the CQL shell) Create a working data model and compare it with an equivalent relational model Design and develop applications using client drivers Explore cluster topology and learn how nodes exchange data Maintain a high level of performance in your cluster Deploy Cassandra onsite, in the cloud, or with Docker and Kubernetes Integrate Cassandra with Spark, Kafka, Elasticsearch, Solr, and Lucene
Web-Scale Data Management for the Cloud
Author: Wolfgang Lehner
Publisher: Springer Science & Business Media
ISBN: 1461468566
Category : Computers
Languages : en
Pages : 209
Book Description
The efficient management of a consistent and integrated database is a central task in modern IT and highly relevant for science and industry. Hardly any critical enterprise solution comes without any functionality for managing data in its different forms. Web-Scale Data Management for the Cloud addresses fundamental challenges posed by the need and desire to provide database functionality in the context of the Database as a Service (DBaaS) paradigm for database outsourcing. This book also discusses the motivation of the new paradigm of cloud computing, and its impact to data outsourcing and service-oriented computing in data-intensive applications. Techniques with respect to the support in the current cloud environments, major challenges, and future trends are covered in the last section of this book. A survey addressing the techniques and special requirements for building database services are provided in this book as well.
Publisher: Springer Science & Business Media
ISBN: 1461468566
Category : Computers
Languages : en
Pages : 209
Book Description
The efficient management of a consistent and integrated database is a central task in modern IT and highly relevant for science and industry. Hardly any critical enterprise solution comes without any functionality for managing data in its different forms. Web-Scale Data Management for the Cloud addresses fundamental challenges posed by the need and desire to provide database functionality in the context of the Database as a Service (DBaaS) paradigm for database outsourcing. This book also discusses the motivation of the new paradigm of cloud computing, and its impact to data outsourcing and service-oriented computing in data-intensive applications. Techniques with respect to the support in the current cloud environments, major challenges, and future trends are covered in the last section of this book. A survey addressing the techniques and special requirements for building database services are provided in this book as well.
Deep Learning with TensorFlow 2 and Keras
Author: Antonio Gulli
Publisher: Packt Publishing Ltd
ISBN: 1838827722
Category : Computers
Languages : en
Pages : 647
Book Description
Build machine and deep learning systems with the newly released TensorFlow 2 and Keras for the lab, production, and mobile devices Key FeaturesIntroduces and then uses TensorFlow 2 and Keras right from the startTeaches key machine and deep learning techniquesUnderstand the fundamentals of deep learning and machine learning through clear explanations and extensive code samplesBook Description Deep Learning with TensorFlow 2 and Keras, Second Edition teaches neural networks and deep learning techniques alongside TensorFlow (TF) and Keras. You’ll learn how to write deep learning applications in the most powerful, popular, and scalable machine learning stack available. TensorFlow is the machine learning library of choice for professional applications, while Keras offers a simple and powerful Python API for accessing TensorFlow. TensorFlow 2 provides full Keras integration, making advanced machine learning easier and more convenient than ever before. This book also introduces neural networks with TensorFlow, runs through the main applications (regression, ConvNets (CNNs), GANs, RNNs, NLP), covers two working example apps, and then dives into TF in production, TF mobile, and using TensorFlow with AutoML. What you will learnBuild machine learning and deep learning systems with TensorFlow 2 and the Keras APIUse Regression analysis, the most popular approach to machine learningUnderstand ConvNets (convolutional neural networks) and how they are essential for deep learning systems such as image classifiersUse GANs (generative adversarial networks) to create new data that fits with existing patternsDiscover RNNs (recurrent neural networks) that can process sequences of input intelligently, using one part of a sequence to correctly interpret anotherApply deep learning to natural human language and interpret natural language texts to produce an appropriate responseTrain your models on the cloud and put TF to work in real environmentsExplore how Google tools can automate simple ML workflows without the need for complex modelingWho this book is for This book is for Python developers and data scientists who want to build machine learning and deep learning systems with TensorFlow. This book gives you the theory and practice required to use Keras, TensorFlow 2, and AutoML to build machine learning systems. Some knowledge of machine learning is expected.
Publisher: Packt Publishing Ltd
ISBN: 1838827722
Category : Computers
Languages : en
Pages : 647
Book Description
Build machine and deep learning systems with the newly released TensorFlow 2 and Keras for the lab, production, and mobile devices Key FeaturesIntroduces and then uses TensorFlow 2 and Keras right from the startTeaches key machine and deep learning techniquesUnderstand the fundamentals of deep learning and machine learning through clear explanations and extensive code samplesBook Description Deep Learning with TensorFlow 2 and Keras, Second Edition teaches neural networks and deep learning techniques alongside TensorFlow (TF) and Keras. You’ll learn how to write deep learning applications in the most powerful, popular, and scalable machine learning stack available. TensorFlow is the machine learning library of choice for professional applications, while Keras offers a simple and powerful Python API for accessing TensorFlow. TensorFlow 2 provides full Keras integration, making advanced machine learning easier and more convenient than ever before. This book also introduces neural networks with TensorFlow, runs through the main applications (regression, ConvNets (CNNs), GANs, RNNs, NLP), covers two working example apps, and then dives into TF in production, TF mobile, and using TensorFlow with AutoML. What you will learnBuild machine learning and deep learning systems with TensorFlow 2 and the Keras APIUse Regression analysis, the most popular approach to machine learningUnderstand ConvNets (convolutional neural networks) and how they are essential for deep learning systems such as image classifiersUse GANs (generative adversarial networks) to create new data that fits with existing patternsDiscover RNNs (recurrent neural networks) that can process sequences of input intelligently, using one part of a sequence to correctly interpret anotherApply deep learning to natural human language and interpret natural language texts to produce an appropriate responseTrain your models on the cloud and put TF to work in real environmentsExplore how Google tools can automate simple ML workflows without the need for complex modelingWho this book is for This book is for Python developers and data scientists who want to build machine learning and deep learning systems with TensorFlow. This book gives you the theory and practice required to use Keras, TensorFlow 2, and AutoML to build machine learning systems. Some knowledge of machine learning is expected.
Ultimate AWS Certified Cloud Practitioner’s Exam Guide
Author: Gaurav H Kankaria
Publisher: Orange Education Pvt Ltd
ISBN: 8197256330
Category : Computers
Languages : en
Pages : 378
Book Description
TAGLINE Empowering Your Journey to a Successful AWS Cloud Certification KEY FEATURES ● Suitable for those new to AWS and cloud computing, covering all necessary concepts in depth. ● Includes practical exercises and practice exams with answers to reinforce learning and boost exam confidence. ● Provides detailed exploration of key AWS services, their features, and real-world applications for practical understanding. DESCRIPTION Embark on a journey into AWS cloud computing certification with the "Ultimate AWS Certified Cloud Practitioner’s Exam Guide" This book is your ultimate guide to mastering AWS CLF-C02 certification by simplifying cloud computing basics and giving you a strong grasp of its core principles and benefits. The book simplifies AWS services like EC2, S3, and RDS, with clear explanations and real-world examples. You'll master these services and learn industry best practices for cost optimization, security, and compliance, ensuring your deployments are efficient and secure. Additionally, it empowers you to navigate the ever-changing world of cloud computing with confidence. With exam readiness at the forefront, the book provides a meticulous preparation plan, complete with practice questions, exam strategies, and hands-on exercises to fortify your knowledge and boost your confidence. Whether you're gearing up for the AWS Cloud Practitioner exam or seeking to enhance your professional skill set, the practical approach ensures you're primed for success. WHAT WILL YOU LEARN ● Understand the core principles and benefits of cloud computing, including scalability, elasticity, and cost-effectiveness. ● Dive deep into key AWS services, such as EC2, S3, and RDS, learning their features, use cases, and best practices for implementation. ● Prepare thoroughly for the AWS Cloud Practitioner exam with comprehensive coverage of exam topics, practice questions, and exam-taking strategies. ● Develop practical skills through hands-on exercises and real-world scenarios, enabling you to apply your knowledge effectively in professional settings. ● Unlock new career opportunities in the rapidly growing field of cloud computing by obtaining the highly respected AWS Cloud Practitioner certification. ● Speak confidently about cloud concepts and AWS services, enhancing your ability to communicate with colleagues, clients, and stakeholders. ● Learn industry best practices for cost optimization, security, and compliance in AWS cloud environments, ensuring efficient and secure deployments. ● Hone your problem-solving skills by tackling challenging exercises and case studies, preparing you to address complex issues in cloud computing with confidence. WHO IS THIS BOOK FOR? Whether you are a tech professional looking to expand your skillset or a complete beginner curious about cloud computing, this book is your roadmap to become a AWS Certified Cloud Practitioner through AWS CLF-C02 certification. No prior tech experience is required - we will guide you through everything you need to know! TABLE OF CONTENTS 1. Introduction to AWS Cloud Practitioner Exam (CLF - C02 2. Understanding Cloud Computing 3. Introduction to AWS and Global Infrastructure 4. AWS Well-Architected Framework and Shared Responsibility Model 5. AWS Core Services – Part I 6. AWS Core Services – Part II 7. AWS Core Services – Part III 8. Other AWS Services 9. Billing and Pricing 10. Preparing for Exam 11. AWS Hands-on Guide for Beginners Index
Publisher: Orange Education Pvt Ltd
ISBN: 8197256330
Category : Computers
Languages : en
Pages : 378
Book Description
TAGLINE Empowering Your Journey to a Successful AWS Cloud Certification KEY FEATURES ● Suitable for those new to AWS and cloud computing, covering all necessary concepts in depth. ● Includes practical exercises and practice exams with answers to reinforce learning and boost exam confidence. ● Provides detailed exploration of key AWS services, their features, and real-world applications for practical understanding. DESCRIPTION Embark on a journey into AWS cloud computing certification with the "Ultimate AWS Certified Cloud Practitioner’s Exam Guide" This book is your ultimate guide to mastering AWS CLF-C02 certification by simplifying cloud computing basics and giving you a strong grasp of its core principles and benefits. The book simplifies AWS services like EC2, S3, and RDS, with clear explanations and real-world examples. You'll master these services and learn industry best practices for cost optimization, security, and compliance, ensuring your deployments are efficient and secure. Additionally, it empowers you to navigate the ever-changing world of cloud computing with confidence. With exam readiness at the forefront, the book provides a meticulous preparation plan, complete with practice questions, exam strategies, and hands-on exercises to fortify your knowledge and boost your confidence. Whether you're gearing up for the AWS Cloud Practitioner exam or seeking to enhance your professional skill set, the practical approach ensures you're primed for success. WHAT WILL YOU LEARN ● Understand the core principles and benefits of cloud computing, including scalability, elasticity, and cost-effectiveness. ● Dive deep into key AWS services, such as EC2, S3, and RDS, learning their features, use cases, and best practices for implementation. ● Prepare thoroughly for the AWS Cloud Practitioner exam with comprehensive coverage of exam topics, practice questions, and exam-taking strategies. ● Develop practical skills through hands-on exercises and real-world scenarios, enabling you to apply your knowledge effectively in professional settings. ● Unlock new career opportunities in the rapidly growing field of cloud computing by obtaining the highly respected AWS Cloud Practitioner certification. ● Speak confidently about cloud concepts and AWS services, enhancing your ability to communicate with colleagues, clients, and stakeholders. ● Learn industry best practices for cost optimization, security, and compliance in AWS cloud environments, ensuring efficient and secure deployments. ● Hone your problem-solving skills by tackling challenging exercises and case studies, preparing you to address complex issues in cloud computing with confidence. WHO IS THIS BOOK FOR? Whether you are a tech professional looking to expand your skillset or a complete beginner curious about cloud computing, this book is your roadmap to become a AWS Certified Cloud Practitioner through AWS CLF-C02 certification. No prior tech experience is required - we will guide you through everything you need to know! TABLE OF CONTENTS 1. Introduction to AWS Cloud Practitioner Exam (CLF - C02 2. Understanding Cloud Computing 3. Introduction to AWS and Global Infrastructure 4. AWS Well-Architected Framework and Shared Responsibility Model 5. AWS Core Services – Part I 6. AWS Core Services – Part II 7. AWS Core Services – Part III 8. Other AWS Services 9. Billing and Pricing 10. Preparing for Exam 11. AWS Hands-on Guide for Beginners Index