Download or read book Python Essentials for AWS Cloud Developers written by Serkan Sakinmaz and published by Packt Publishing Ltd. This book was released on 2023-05-19 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to implementing Python applications in AWS while learning about key AWS services Purchase of the print or Kindle book includes a free PDF eBook Key Features Gain hands-on experience in AWS services to effectively implement Python programming Utilize Python with open source libraries to develop data pipelines, APIs, and database applications Leverage the power of AWS to create a cloud-based server and use monitoring and logging features Book Description AWS provides a vast variety of services for implementing Python applications, which can pose a challenge for those without an AWS background. This book addresses one of the more predominant problems of choosing the right service and stepping into the implementation of exciting Python apps using AWS. The book begins by showing you how to install Python and create an AWS account, before helping you explore AWS Lambda, EC2, Elastic Beanstalk, and S3 for Python programming. You'll then gain hands-on experience in using these services to build the Python application. As you advance, you'll discover how to debug Python apps using PyCharm, and then start deploying the Python applications on Elastic Beanstalk. You'll also learn how to monitor Python applications using the CloudWatch service, along with creating and publishing APIs on AWS to access the Python application. The concluding chapters will help you get to grips with storing unstructured and semi-structured data using NoSQL and DynamoDB, as well as advance your knowledge using the Glue serverless data integration service in AWS. By the end of this Python book, you'll be able to take your application development skills up a notch with AWS services and advance in your career. What you will learn Understand the fundamentals of AWS services for Python programming Find out how to configure AWS services to build Python applications Run and deploy Python applications using Lambda, EC2, and Elastic Beanstalk Provision EC2 servers on AWS and run Python applications Debug and monitor Python applications using PyCharm and CloudWatch Understand database operations on AWS by learning about DynamoDB and RDS Explore the API gateway service on AWS using Python to grasp API programming Who this book is for This book is for cloud developers, software developers, and IT specialists who want to develop Python applications on AWS as well as learn the concepts underlying AWS services for implementing the applications. Experience in Python programming is needed to be able to implement the applications on AWS.

Download or read book Python Essentials for AWS Cloud Developers written by Serkan Sakinmaz and published by Packt Publishing Ltd. This book was released on 2023-05-19 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to implementing Python applications in AWS while learning about key AWS services Purchase of the print or Kindle book includes a free PDF eBook Key Features Gain hands-on experience in AWS services to effectively implement Python programming Utilize Python with open source libraries to develop data pipelines, APIs, and database applications Leverage the power of AWS to create a cloud-based server and use monitoring and logging features Book Description AWS provides a vast variety of services for implementing Python applications, which can pose a challenge for those without an AWS background. This book addresses one of the more predominant problems of choosing the right service and stepping into the implementation of exciting Python apps using AWS. The book begins by showing you how to install Python and create an AWS account, before helping you explore AWS Lambda, EC2, Elastic Beanstalk, and S3 for Python programming. You'll then gain hands-on experience in using these services to build the Python application. As you advance, you'll discover how to debug Python apps using PyCharm, and then start deploying the Python applications on Elastic Beanstalk. You'll also learn how to monitor Python applications using the CloudWatch service, along with creating and publishing APIs on AWS to access the Python application. The concluding chapters will help you get to grips with storing unstructured and semi-structured data using NoSQL and DynamoDB, as well as advance your knowledge using the Glue serverless data integration service in AWS. By the end of this Python book, you'll be able to take your application development skills up a notch with AWS services and advance in your career. What you will learn Understand the fundamentals of AWS services for Python programming Find out how to configure AWS services to build Python applications Run and deploy Python applications using Lambda, EC2, and Elastic Beanstalk Provision EC2 servers on AWS and run Python applications Debug and monitor Python applications using PyCharm and CloudWatch Understand database operations on AWS by learning about DynamoDB and RDS Explore the API gateway service on AWS using Python to grasp API programming Who this book is for This book is for cloud developers, software developers, and IT specialists who want to develop Python applications on AWS as well as learn the concepts underlying AWS services for implementing the applications. Experience in Python programming is needed to be able to implement the applications on AWS.

Download or read book The Self Taught Cloud Computing Engineer written by Dr. Logan Song and published by Packt Publishing Ltd. This book was released on 2023-09-22 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transform into a cloud-savvy professional by mastering cloud technologies through hands-on projects and expert guidance, paving the way for a thriving cloud computing career Key Features Learn all about cloud computing at your own pace with this easy-to-follow guide Develop a well-rounded skill set, encompassing fundamentals, data, machine learning, and security Work on real-world industrial projects and business use cases, and chart a path for your personal cloud career advancement Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe Self-Taught Cloud Computing Engineer is a comprehensive guide to mastering cloud computing concepts by building a broad and deep cloud knowledge base, developing hands-on cloud skills, and achieving professional cloud certifications. Even if you’re a beginner with a basic understanding of computer hardware and software, this book serves as the means to transition into a cloud computing career. Starting with the Amazon cloud, you’ll explore the fundamental AWS cloud services, then progress to advanced AWS cloud services in the domains of data, machine learning, and security. Next, you’ll build proficiency in Microsoft Azure Cloud and Google Cloud Platform (GCP) by examining the common attributes of the three clouds while distinguishing their unique features. You’ll further enhance your skills through practical experience on these platforms with real-life cloud project implementations. Finally, you’ll find expert guidance on cloud certifications and career development. By the end of this cloud computing book, you’ll have become a cloud-savvy professional well-versed in AWS, Azure, and GCP, ready to pursue cloud certifications to validate your skills.What you will learn Develop the core skills needed to work with cloud computing platforms such as AWS, Azure, and GCP Gain proficiency in compute, storage, and networking services across multi-cloud and hybrid-cloud environments Integrate cloud databases, big data, and machine learning services in multi-cloud environments Design and develop data pipelines, encompassing data ingestion, storage, processing, and visualization in the clouds Implement machine learning pipelines in a multi-cloud environment Secure cloud infrastructure ecosystems with advanced cloud security services Who this book is for Whether you're new to cloud computing or a seasoned professional looking to expand your expertise, this book is for anyone in the information technology domain who aspires to thrive in the realm of cloud computing. With this comprehensive roadmap, you’ll have the tools to build a successful cloud computing career.

Download or read book Hands On Python for DevOps written by Ankur Roy and published by Packt Publishing Ltd. This book was released on 2024-03-15 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleash DevOps excellence with Python and its ecosystem of tools for seamless orchestration on both local and cloud platforms, such as GCP, AWS, and Azure Key Features Integrate Python into DevOps for streamlined workflows, task automation, and improved collaboration Combine the principles of Python and DevOps into a unified approach for problem solving Learn about Python’s role in Infrastructure as Code (IaC), MLOps, networking, and other domains Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionPython stands out as a powerhouse in DevOps, boasting unparalleled libraries and support, which makes it the preferred programming language for problem solvers worldwide. This book will help you understand the true flexibility of Python, demonstrating how it can be integrated into incredibly useful DevOps workflows and workloads, through practical examples. You'll start by understanding the symbiotic relation between Python and DevOps philosophies and then explore the applications of Python for provisioning and manipulating VMs and other cloud resources to facilitate DevOps activities. With illustrated examples, you’ll become familiar with automating DevOps tasks and learn where and how Python can be used to enhance CI/CD pipelines. Further, the book highlights Python’s role in the Infrastructure as Code (IaC) process development, including its connections with tools like Ansible, SaltStack, and Terraform. The concluding chapters cover advanced concepts such as MLOps, DataOps, and Python’s integration with generative AI, offering a glimpse into the areas of monitoring, logging, Kubernetes, and more. By the end of this book, you’ll know how to leverage Python in your DevOps-based workloads to make your life easier and save time.What you will learn Implement DevOps practices and principles using Python Enhance your DevOps workloads with Python Create Python-based DevOps solutions to improve your workload efficiency Understand DevOps objectives and the mindset needed to achieve them Use Python to automate DevOps tasks and increase productivity Explore the concepts of DevSecOps, MLOps, DataOps, and more Use Python for containerized workloads in Docker and Kubernetes Who this book is for This book is for IT professionals venturing into DevOps, particularly programmers seeking to apply their existing programming knowledge to excel in this field. For DevOps professionals without a coding background, this book serves as a resource to enhance their understanding of development practices and communicate more effectively with developers. Solutions architects, programmers, and anyone regularly working with DevOps solutions and Python will also benefit from this hands-on guide.

Download or read book Python Networking Essentials written by Robert Johnson and published by HiTeX Press. This book was released on 2024-10-24 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Python Networking Essentials: Building Secure and Fast Networks" serves as a comprehensive guide for aspiring network programmers and professionals alike, aiming to illuminate the dynamic landscape of modern networking through the power of Python. The book meticulously covers foundational concepts, equipping readers with the skills necessary to navigate and master network programming. From understanding core networking protocols and socket programming to building HTTP-based applications, each chapter is dedicated to a specific aspect of the networking domain, providing practical knowledge paired with Python's versatile capabilities. Delving deeper into advanced topics, this text explores essential security measures and performance optimization techniques, teaching readers how to build robust and efficient network systems. The book extends into emerging areas such as cloud, wireless, and mobile networking, offering insights into the latest trends and future directions. Throughout this journey, Python's rich ecosystem of libraries and tools is leveraged to simplify and enhance network programming tasks. "Python Networking Essentials" stands as an invaluable resource for those committed to developing secure, high-performance networks in an ever-evolving technological world.

Download or read book Python Programming Exam Essentials written by Cybellium and published by Cybellium. This book was released on with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Welcome to the forefront of knowledge with Cybellium, your trusted partner in mastering the cuttign-edge fields of IT, Artificial Intelligence, Cyber Security, Business, Economics and Science. Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com

Download or read book Applied Computational Thinking with Python written by Sofía De Jesús and published by Packt Publishing Ltd. This book was released on 2023-12-29 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use the computational thinking philosophy to solve complex problems by designing appropriate algorithms to produce optimal results across various domains Key Features Develop logical reasoning and problem-solving skills that will help you tackle complex problems Explore core computer science concepts and important computational thinking elements using practical examples Find out how to identify the best-suited algorithmic solution for your problem Book DescriptionComputational thinking helps you to develop logical processing and algorithmic thinking while solving real-world problems across a wide range of domains. It's an essential skill that you should possess to keep ahead of the curve in this modern era of information technology. Developers can apply their knowledge of computational thinking to solve problems in multiple areas, including economics, mathematics, and artificial intelligence. This book begins by helping you get to grips with decomposition, pattern recognition, pattern generalization and abstraction, and algorithm design, along with teaching you how to apply these elements practically while designing solutions for challenging problems. You’ll then learn about various techniques involved in problem analysis, logical reasoning, algorithm design, clusters and classification, data analysis, and modeling, and understand how computational thinking elements can be used together with these aspects to design solutions. Toward the end, you will discover how to identify pitfalls in the solution design process and how to choose the right functionalities to create the best possible algorithmic solutions. By the end of this algorithm book, you will have gained the confidence to successfully apply computational thinking techniques to software development.What you will learn Find out how to use decomposition to solve problems through visual representation Employ pattern generalization and abstraction to design solutions Build analytical skills to assess algorithmic solutions Use computational thinking with Python for statistical analysis Understand the input and output needs for designing algorithmic solutions Use computational thinking to solve data processing problems Identify errors in logical processing to refine your solution design Apply computational thinking in domains, such as cryptography, and machine learning Who this book is for This book is for students, developers, and professionals looking to develop problem-solving skills and tactics involved in writing or debugging software programs and applications. Familiarity with Python programming is required.

Download or read book Python Penetration Testing Essentials written by Mohit Raj and published by Packt Publishing Ltd. This book was released on 2018-05-30 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives you the skills you need to use Python for penetration testing, with the help of detailed code examples. This book has been updated for Python 3.6.3 and Kali Linux 2018.1. Key Features Detect and avoid various attack types that put the privacy of a system at risk Leverage Python to build efficient code and eventually build a robust environment Learn about securing wireless applications and information gathering on a web server Book Description This book gives you the skills you need to use Python for penetration testing (pentesting), with the help of detailed code examples. We start by exploring the basics of networking with Python and then proceed to network hacking. Then, you will delve into exploring Python libraries to perform various types of pentesting and ethical hacking techniques. Next, we delve into hacking the application layer, where we start by gathering information from a website. We then move on to concepts related to website hacking—such as parameter tampering, DDoS, XSS, and SQL injection. By reading this book, you will learn different techniques and methodologies that will familiarize you with Python pentesting techniques, how to protect yourself, and how to create automated programs to find the admin console, SQL injection, and XSS attacks. What you will learn The basics of network pentesting including network scanning and sniffing Wireless, wired attacks, and building traps for attack and torrent detection Web server footprinting and web application attacks, including the XSS and SQL injection attack Wireless frames and how to obtain information such as SSID, BSSID, and the channel number from a wireless frame using a Python script The importance of web server signatures, email gathering, and why knowing the server signature is the first step in hacking Who this book is for If you are a Python programmer, a security researcher, or an ethical hacker and are interested in penetration testing with the help of Python, then this book is for you. Even if you are new to the field of ethical hacking, this book can help you find the vulnerabilities in your system so that you are ready to tackle any kind of attack or intrusion.

Download or read book Pragmatic AI written by Noah Gift and published by Addison-Wesley Professional. This book was released on 2018-07-12 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master Powerful Off-the-Shelf Business Solutions for AI and Machine Learning Pragmatic AI will help you solve real-world problems with contemporary machine learning, artificial intelligence, and cloud computing tools. Noah Gift demystifies all the concepts and tools you need to get results—even if you don’t have a strong background in math or data science. Gift illuminates powerful off-the-shelf cloud offerings from Amazon, Google, and Microsoft, and demonstrates proven techniques using the Python data science ecosystem. His workflows and examples help you streamline and simplify every step, from deployment to production, and build exceptionally scalable solutions. As you learn how machine language (ML) solutions work, you’ll gain a more intuitive understanding of what you can achieve with them and how to maximize their value. Building on these fundamentals, you’ll walk step-by-step through building cloud-based AI/ML applications to address realistic issues in sports marketing, project management, product pricing, real estate, and beyond. Whether you’re a business professional, decision-maker, student, or programmer, Gift’s expert guidance and wide-ranging case studies will prepare you to solve data science problems in virtually any environment. Get and configure all the tools you’ll need Quickly review all the Python you need to start building machine learning applications Master the AI and ML toolchain and project lifecycle Work with Python data science tools such as IPython, Pandas, Numpy, Juypter Notebook, and Sklearn Incorporate a pragmatic feedback loop that continually improves the efficiency of your workflows and systems Develop cloud AI solutions with Google Cloud Platform, including TPU, Colaboratory, and Datalab services Define Amazon Web Services cloud AI workflows, including spot instances, code pipelines, boto, and more Work with Microsoft Azure AI APIs Walk through building six real-world AI applications, from start to finish Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.

Download or read book Network Programming and Automation Essentials written by Claus Topke and published by Packt Publishing Ltd. This book was released on 2023-04-07 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleash the power of automation by mastering network programming fundamentals using Python and Go best practices Purchase of the print or Kindle book includes a free PDF eBook Key Features Understand the fundamentals of network programming and automation Learn tips and tricks to transition from traditional networking to automated networks Solve everyday problems with automation frameworks in Python and Go Book Description Network programming and automation, unlike traditional networking, is a modern-day skill that helps in configuring, managing, and operating networks and network devices. This book will guide you with important information, helping you set up and start working with network programming and automation. With Network Programming and Automation Essentials, you'll learn the basics of networking in brief. You'll explore the network programming and automation ecosystem, learn about the leading programmable interfaces, and go through the protocols, tools, techniques, and technologies associated with network programming. You'll also master network automation using Python and Go with hands-on labs and real network emulation in this comprehensive guide. By the end of this book, you'll be well equipped to program and automate networks efficiently. What you will learn Understand the foundation of network programming Explore software-defined networks and related families Recognize the differences between Go and Python through comparison Leverage the best practices of Go and Python Create your own network automation testing framework using network emulation Acquire skills in using automation frameworks and strategies for automation Who this book is for This book is for network architects, network engineers, and software professionals looking to integrate programming into networks. Network engineers following traditional techniques can use this book to transition into modern-day network automation and programming. Familiarity with networking concepts is a prerequisite.

Download or read book Linux Essentials for Hackers Pentesters written by Linux Advocate Team and published by GitforGits. This book was released on 2023 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Linux Essentials for Hackers & Pentesters" is a hands-on tutorial-style book that teaches you the fundamentals of Linux, emphasising ethical hacking and penetration testing. This book employs the Kali Linux distribution to teach readers how to use Linux commands and packages to perform security testing on systems and networks. Text manipulation, network administration, ownership and permissions, BASH scripting, proxy servers, VPNs, and wireless networks are covered. The book prepares you to perform web application hacking and build your own hacking Linux toolkit by teaching you how to use Linux commands and begin to think like a hacker. Hands-on exercises and practical examples are included in each chapter to reinforce the concepts covered. This book is a must-have for anyone interested in a career in ethical hacking and penetration testing. Emphasizing ethical hacking practices, you'll learn not only how to hack but also how to do so responsibly and legally. This book will provide you with the skills and knowledge you need to make a positive impact in the field of cybersecurity while also acting ethically and professionally. This book will help you hone your skills and become a skilled and ethical Linux hacker, whether you're a beginner or an experienced hacker. Key Learnings Learning linux binaries, complex text patterns, and combining commands Modifying and cloning IP addresses, phishing MAC ID, accessing and troubleshooting DNS Manipulating ownership and permissions, exploring sensitive files and writing BASH scripts Working around disk partitioning, filesystem errors and logical volume management Accessing proxy server policies, intercepting server performance and manipulating proxy servers Setting up APs, firewalls, VLAN, managing access, WPA encryption, and network analysis using Wireshark Table of Content Up and Running with Linux Basics How to Manipulate Text? Administering Networks Add and Delete Applications Administering Ownership and Permissions Exploring Shells: BASH, ZSH and FISH Storage Management Working around Proxy Servers Administering VPNs Working on Wireless Networks

Download or read book Mastering Network Essentials written by Cybellium Ltd and published by Cybellium Ltd. This book was released on with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uncover the Secrets of Network Mastery with "Mastering Network Essentials" In today's interconnected world, networks are the lifeblood of organizations, enabling seamless communication, collaboration, and data exchange. Whether you're a network administrator, an aspiring IT professional, or simply curious about the inner workings of networks, "Mastering Network Essentials" is your comprehensive guide to unraveling the complexities of network technologies. This book equips you with the knowledge, skills, and strategies to master network essentials and become a confident and capable network expert. Your Journey to Network Mastery Begins Here Networks are the backbone of modern computing, and understanding their fundamentals is essential for anyone working in IT. "Mastering Network Essentials" is your essential companion, providing a structured and in-depth exploration of key network concepts and technologies. Whether you're a novice or an experienced IT professional looking to reinforce your knowledge, this book will empower you to conquer network essentials. What You Will Discover Network Fundamentals: Gain a solid foundation in network basics, including the OSI model, IP addressing, and subnetting. Networking Protocols: Dive into the world of networking protocols, including TCP/IP, DNS, DHCP, and more. Network Topologies: Explore different network topologies and architectures, from LANs to WANs and the cloud. Networking Devices: Learn about essential networking devices such as routers, switches, and firewalls, and how to configure and manage them. Wireless Networking: Discover the intricacies of wireless networking, including Wi-Fi standards and security. Network Security: Explore network security principles and best practices to protect your networks from threats. Troubleshooting: Master troubleshooting techniques to diagnose and resolve common network issues. Why "Mastering Network Essentials" Is Essential Comprehensive Coverage: This book provides comprehensive coverage of network essentials, ensuring that you have a strong grasp of critical networking concepts and technologies. Expert Guidance: Benefit from insights and advice from experienced network professionals who share their knowledge and industry expertise. Career Advancement: Network expertise is in high demand across industries, and this book will help you unlock your full potential in the field of networking. Stay Competitive: In a connected world, mastering network essentials is vital for staying competitive and adapting to emerging technologies. Your Gateway to Network Mastery "Mastering Network Essentials" is your passport to mastering the world of networking. Whether you aspire to become a network administrator, troubleshooter, or network designer, this guide will equip you with the skills and knowledge to achieve your goals. Don't miss the opportunity to become a confident and capable network expert. Start your journey to network mastery today and join the ranks of professionals who are shaping the future of network technology. "Mastering Network Essentials" is the ultimate resource for individuals seeking to excel in the world of network technologies. Whether you are new to networking or looking to enhance your skills, this book will provide you with the knowledge and strategies to become a confident and capable network professional. Don't wait; begin your journey to network mastery today! © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com

Download or read book Introduction to Python Network Automation Volume II written by Brendan Choi and published by Springer Nature. This book was released on with total page 797 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Mastering Computer Knowledge written by Vijay Kumar Yadav and published by Vijay Kumar Yadav . This book was released on with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: **Mastering Computer Knowledge** is your essential guide to understanding the complex world of computers and technology. This comprehensive book covers everything from the basics of what a computer is to the intricacies of programming, cloud computing, and artificial intelligence. You’ll start with an introduction to computer components, both hardware and software, and move on to explore operating systems like Windows, macOS, and Linux. The book delves into crucial topics such as computer networks, cybersecurity, and the fundamentals of coding, providing you with the knowledge needed to navigate the digital landscape confidently. You’ll learn about the software development life cycle, databases, and version control systems like Git, as well as the basics of application development. *Mastering Computer Knowledge* also offers insights into the latest trends in cloud computing, artificial intelligence, and big data, showing you how these technologies are transforming industries. Additionally, it explores emerging technologies like quantum computing, the Internet of Things (IoT), and virtual/augmented reality, preparing you for the future of technology. Whether you’re a beginner or looking to deepen your understanding, this book equips you with the skills and knowledge to excel in the ever-evolving world of technology.

Download or read book Advanced Data Analytics with AWS written by Joseph Conley and published by Orange Education Pvt Ltd. This book was released on 2024-04-17 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master the Fundamentals of Data Analytics at Scale KEY FEATURES ● Comprehensive guide to constructing data engineering workflows spanning diverse data sources ● Expert techniques for transforming and visualizing data to extract actionable insights ● Advanced methodologies for analyzing data and employing machine learning to uncover intricate patterns DESCRIPTION Embark on a transformative journey into the realm of data analytics with AWS with this practical and incisive handbook. Begin your exploration with an insightful introduction to the fundamentals of data analytics, setting the stage for your AWS adventure. The book then covers collecting data efficiently and effectively on AWS, laying the groundwork for insightful analysis. It will dive deep into processing data, uncovering invaluable techniques to harness the full potential of your datasets. The book will equip you with advanced data analysis skills, unlocking the ability to discern complex patterns and insights. It covers additional use cases for data analysis on AWS, from predictive modeling to sentiment analysis, expanding your analytical horizons. The final section of the book will utilize the power of data virtualization and interaction, revolutionizing the way you engage with and derive value from your data. Gain valuable insights into emerging trends and technologies shaping the future of data analytics, and conclude your journey with actionable next steps, empowering you to continue your data analytics odyssey with confidence. WHAT WILL YOU LEARN ● Construct streamlined data engineering workflows capable of ingesting data from diverse sources and formats. ● Employ data transformation tools to efficiently cleanse and reshape data, priming it for analysis. ● Perform ad-hoc queries for preliminary data exploration, uncovering initial insights. ● Utilize prepared datasets to craft compelling, interactive data visualizations that communicate actionable insights. ● Develop advanced machine learning and Generative AI workflows to delve into intricate aspects of complex datasets, uncovering deeper insights. WHO IS THIS BOOK FOR? This book is ideal for aspiring data engineers, analysts, and data scientists seeking to deepen their understanding and practical skills in data engineering, data transformation, visualization, and advanced analytics. It is also beneficial for professionals and students looking to leverage AWS services for their data-related tasks. TABLE OF CONTENTS 1. Introduction to Data Analytics and AWS 2. Getting Started with AWS 3. Collecting Data with AWS 4. Processing Data on AWS 5. Descriptive Analytics on AWS 6. Advanced Data Analysis on AWS 7. Additional Use Cases for Data Analysis 8. Data Visualization and Interaction on AWS 9. The Future of Data Analytics 10. Conclusion and Next Steps Index

Download or read book Confident Cloud written by Adora Nwodo and published by Kogan Page Publishers. This book was released on 2024-07-03 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: 94% of all enterprises depend upon cloud services. Gain the edge in your career with this essential guide to the fundamental concepts and platforms of cloud computing. Cloud computing is part of our everyday lives, from cloud backups of personal data to cloud platforms powering businesses around the world. But do you really understand how cloud computing works? This comprehensive guide demystifies key concepts and gives you the confidence you need to succeed in this sector. Confident Cloud includes key concepts from FinOps and DevOps to Kubernets and automation. This is supported by practical guidance on working in the industry, alongside a variety of fascinating case studies, clarifying how cloud infrastructure is effectively deployed and maintained. About the Confident series... From coding and data science to cloud and cybersecurity, the Confident books are perfect for building your technical knowledge and enhancing your professional career.

Download or read book Raspberry Pi and MQTT Essentials written by Dhairya Parikh and published by Packt Publishing Ltd. This book was released on 2022-09-16 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get familiar with all the concepts related to Raspberry Pi and MQTT, build innovative IoT projects, and discover how to scale these projects to the next level Key FeaturesLearn some of the most popular tools used in IoT – Raspberry Pi, MQTT, ESP8266 and moreBuild exciting projects such as an IoT weather station and a smart switch boardDiscover the advantages of taking your MQTT broker globalBook Description The future of IoT has the potential to be limitless. Wouldn't it be great if you could add it to your own technological stacks? But where to start? With the basics, of course. In this book, you will start by learning about the most popular hardware and communication protocol, Raspberry Pi and MQTT. You will see how to use them together by setting up your own MQTT server on Raspberry Pi and understand how it works. This book explores MQTT in detail, including the clients and devices that you can connect to your server. You will discover two very popular IoT development boards among project developers: the ESP8266 and ESP32 development boards. Then, you will learn how to build interactive dashboards on your Pi and monitor your client devices. The book also shows you how to build a dashboard using another popular software – Node-RED. You will be able to put your skills to the test by creating two full-scale projects. That's not all: you will also learn how to host your own MQTT server on a virtual cloud service. Finally, you will be guided on how to move forward from here, what technologies to learn, and some project recommendations to polish or test your knowledge. By the end of this book, you will be able to build meaningful projects using Raspberry Pi and MQTT and create dashboards for your projects on Node-RED. What you will learnConfigure and use a Raspberry Pi for IoT projectsImplement the MQTT communication protocol for projectsUnderstand how to set up the NodeMCU and ESP32 boards as MQTT clientsControl a NodeMCU board through a Node-RED dashboard hosted on Raspberry PiGet LAMP server, Home Assistant, and MariaDB on the Raspberry PiSet up an online MQTT broker on a cloud service or enterprise service provider platformBuild full-scale, end-to-end prototype projectsWho this book is for This book is for students who are interested in IoT and want to build projects using the available developer hardware. Educators who want to introduce a course on IoT into their curriculum, technology enthusiasts, and IoT developers who are just getting started will also benefit from this book. No prior knowledge about the two main topics that the book covers is required - Raspberry Pi and MQTT. A basic understanding of what IoT is will also be useful but not mandatory.