Prepare to achieve AWS Machine Learning Specialty certification with this complete, up-to-date guide and take the exam with confidence Key Features Get to grips with core machine learning algorithms along with AWS implementation Build model training and inference pipelines and deploy machine learning models to the Amazon Web Services (AWS) cloud Learn all about the AWS services available for machine learning in order to pass the MLS-C01 exam Book DescriptionThe AWS Certified Machine Learning Specialty exam tests your competency to perform machine learning (ML) on AWS infrastructure. This book covers the entire exam syllabus using practical examples to help you with your real-world machine learning projects on AWS. Starting with an introduction to machine learning on AWS, you'll learn the fundamentals of machine learning and explore important AWS services for artificial intelligence (AI). You'll then see how to prepare data for machine learning and discover a wide variety of techniques for data manipulation and transformation for different types of variables. The book also shows you how to handle missing data and outliers and takes you through various machine learning tasks such as classification, regression, clustering, forecasting, anomaly detection, text mining, and image processing, along with the specific ML algorithms you need to know to pass the exam. Finally, you'll explore model evaluation, optimization, and deployment and get to grips with deploying models in a production environment and monitoring them. By the end of this book, you'll have gained knowledge of the key challenges in machine learning and the solutions that AWS has released for each of them, along with the tools, methods, and techniques commonly used in each domain of AWS ML. What you will learn Understand all four domains covered in the exam, along with types of questions, exam duration, and scoring Become well-versed with machine learning terminologies, methodologies, frameworks, and the different AWS services for machine learning Get to grips with data preparation and using AWS services for batch and real-time data processing Explore the built-in machine learning algorithms in AWS and build and deploy your own models Evaluate machine learning models and tune hyperparameters Deploy machine learning models with the AWS infrastructure Who this book is forThis AWS book is for professionals and students who want to prepare for and pass the AWS Certified Machine Learning Specialty exam or gain deeper knowledge of machine learning with a special focus on AWS. Beginner-level knowledge of machine learning and AWS services is necessary before getting started with this book.

Prepare for Microsoft Exam AZ-304-and help demonstrate your real-world mastery of designing and implementing solutions that run on Microsoft Azure, including key aspects such as compute, network, storage, and security. Designed for modern IT professionals, this Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the Microsoft Certified Expert level. Focus on the expertise measured by these objectives: * Design monitoring * Design identity and security * Design data storage * Design business continuity * Design infrastructure This Microsoft Exam Ref: * Organizes its coverage by exam objectives * Features strategic, what-if scenarios to challenge you * Assumes you are an IT professional with significant experience and knowledge of IT operations, and expert-level Azure administration skills, and experience with Azure development and DevOps processes About the Exam Exam AZ-304 focuses on knowledge needed to design for cost optimization; design logging and monitoring solutions; design authentication, authorization, governance, and application security; design database solutions and data integrations; select storage accounts; design for backup/recovery and high availability; design compute and network infrastructure; design application architectures, and design migrations. About Microsoft Certification Passing this exam and Exam AZ-303: Microsoft Azure Architect Technologies fulfills your requirements for the Microsoft Certified: Azure Solutions Architect Expert credential, demonstrating your expertise in compute, network, storage, and security for designing and implementing modern cloud-based solutions that run on Microsoft Azure. See full details at: microsoft.com/learn

Pass the PMP 2021 exam with confidence with the help of practical and up-to-date coverage of project management practices from the 6th edition of the PMBOK (R) Guide Key Features Written by J. Ashley Hunt, an experienced PMP (R) trainer with over 20 years of project management experience Learn with the help of PMP (R) practice tests, exam tips, and best practices from the PMBOK (R) Guide Effectively plan core project work aspects such as scope, cost, quality, procurement, and communication Book DescriptionOne of the five most prestigious certifications in the world, the PMP (R) exam is said to be the most difficult non-technical certification exam. With this exam guide, you'll be able to address the challenges in learning advanced project management concepts. This PMP study guide covers all of the 10 project management knowledge areas, 5 process groups, 49 processes, and aspects of the Agile Practice Guide that you need to tailor your projects. With this book, you will understand the best practices found in the sixth edition of the PMBOK (R) Guide and the newly updated exam content outline. Throughout the book, you'll learn exam objectives in the form of a project for better understanding and effective implementation of real-world project management tasks, helping you to not only prepare for the exam but also implement project management best practices. Finally, you'll get to grips with the entire application and testing processes in PMP (R) and discover numerous tips and techniques for passing the exam on your first attempt. By the end of this PMP (R) exam prep book, you'll have a solid understanding of everything you need to pass the PMP (R) certification exam, and be able to use this handy, on-the-job desktop reference guide to overcome challenges in project management. What you will learn Understand how to fill out the exam application and what to expect on the day of the exam Get a comprehensive overview of project management processes, knowledge areas, and project execution Explore project and organization structures and other factors influencing projects Manage risk, scheduling, and cost using expert tips and insights Acquire and manage resources and communication in project work Monitor and control projects from planning to execution Discover professional responsibility, study tips, and what's in store for certified project management professionals Who this book is forIf you are an experienced project manager looking for a common language and best practices in the project management space and want to achieve the PMP certification to accelerate your career growth, this book is for you. A minimum of 3 to 7 years of experience in leading and directing projects for a variety of industries will be useful.

Prepare to take the Cisco Certified Network Associate (200-301 CCNA) exam and get to grips with the essentials of networking, security, and automation Key Features Secure your future in network engineering with this intensive boot camp-style certification guide Gain knowledge of the latest trends in Cisco networking and security and boost your career prospects Design and implement a wide range of networking technologies and services using Cisco solutions Book DescriptionIn the dynamic technology landscape, staying on top of the latest technology trends is a must, especially if you want to build a career in network administration. Achieving CCNA 200-301 certification will validate your knowledge of networking concepts, and this book will help you to do just that. This exam guide focuses on the fundamentals to help you gain a high-level understanding of networking, security, IP connectivity, IP services, programmability, and automation. Starting with the functions of various networking components, you'll discover how they are used to build and improve an enterprise network. You'll then delve into configuring networking devices using a command-line interface (CLI) to provide network access, services, security, connectivity, and management. The book covers important aspects of network engineering using a variety of hands-on labs and real-world scenarios that will help you gain essential practical skills. As you make progress, this CCNA certification study guide will help you get to grips with the solutions and technologies that you need to implement and administer a broad range of modern networks and IT infrastructures. By the end of this book, you'll have gained the confidence to pass the Cisco CCNA 200-301 exam on the first attempt and be well-versed in a variety of network administration and security engineering solutions. What you will learn Understand the benefits of creating an optimal network Create and implement IP schemes in an enterprise network Design and implement virtual local area networks (VLANs) Administer dynamic routing protocols, network security, and automation Get to grips with various IP services that are essential to every network Discover how to troubleshoot networking devices Who this book is forThis guide is for IT professionals looking to boost their network engineering and security administration career prospects. If you want to gain a Cisco CCNA certification and start a career as a network security professional, you'll find this book useful. Although no knowledge about Cisco technologies is expected, a basic understanding of industry-level network fundamentals will help you grasp the topics covered easily.

Learn IT security essentials and prepare for the Security+ exam with this CompTIA exam guide, complete with additional online resources-including flashcards, PBQs, and mock exams-at securityplus.training Key Features Written by Ian Neil, one of the world's top CompTIA Security+ trainers Test your knowledge of cybersecurity jargon and acronyms with realistic exam questions Learn about cryptography, encryption, and security policies to deliver a robust infrastructure Book DescriptionThe CompTIA Security+ certification validates the fundamental knowledge required to perform core security functions and pursue a career in IT security. Authored by Ian Neil, a world-class CompTIA certification trainer, this book is a best-in-class study guide that fully covers the CompTIA Security+ 601 exam objectives. Complete with chapter review questions, realistic mock exams, and worked solutions, this guide will help you master the core concepts to pass the exam the first time you take it. With the help of relevant examples, you'll learn fundamental security concepts from certificates and encryption to identity and access management (IAM). As you progress, you'll delve into the important domains of the exam, including cloud security, threats, attacks and vulnerabilities, technologies and tools, architecture and design, risk management, cryptography, and public key infrastructure (PKI). You can access extra practice materials, including flashcards, performance-based questions, practical labs, mock exams, key terms glossary, and exam tips on the author's website at securityplus.training. By the end of this Security+ book, you'll have gained the knowledge and understanding to take the CompTIA exam with confidence. What you will learn Master cybersecurity fundamentals, from the CIA triad through to IAM Explore cloud security and techniques used in penetration testing Use different authentication methods and troubleshoot security issues Secure the devices and applications used by your company Identify and protect against various types of malware and viruses Protect yourself against social engineering and advanced attacks Understand and implement PKI concepts Delve into secure application development, deployment, and automation Who this book is forIf you want to take and pass the CompTIA Security+ SY0-601 exam, even if you are not from an IT background, this book is for you. You'll also find this guide useful if you want to become a qualified security professional. This CompTIA book is also ideal for US Government and US Department of Defense personnel seeking cybersecurity certification.