“…Through extensive team experience and interviews with hundreds of individuals who have spent thousands of hours in team meetings, Perry has identified the attributes of great teams and great teamwork. iTeam examines the ten biggest challenges standing between most teams and excellence and explores in depth the fifty best practices teams can employ to improve performance. Concluding that world-class teams comprise individuals who do what is right for their organization, and do what is right the right way, iTeam presents a clear, practical argument for building teams that have at their core a strong, proven leader who encourages and motivates team members to fulfill their team responsibilities. …”

“…What you will learn Get started with Python programming and Structured Query Language (SQL) Develop a machine learning predictive model from scratch using Python Fine-tune deep learning models to optimize their performance for various tasks Find out how to deploy, evaluate, and monitor a model in the cloud Understand how to apply advanced techniques to real-world data Discover how to use key deep learning methods such as LSTMs and transformers Who this book is for This book is for data scientists and scientific professionals looking to transcend to the biotechnology domain. …”

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“…The Best Fully Integrated Study System Available EXAMS 220-701 & 220-702 With hundreds of practice questions and hands-on exercises, CompTIA A+ Certification Study Guide, Seventh Edition covers what you need to know--and shows you how to prepare--for these challenging exams. 100% complete coverage of all official objectives for CompTIA A+ Exams 220-701 & 220-702 Exam Readiness Checklist at the front of the book--you're ready for the exams when all objectives on the list are checked off Exam Watch notes call attention to information about, and potential pitfalls in, the exams Two-Minute Drills for quick review at the end of every chapter Simulated exam questions match the format, tone, topics, and difficulty of the real exams Covers all the exam topics, including: Motherboards and Processers Memory, Storage, and Adapters Power Supplies, Cooling Systems, Display Devices, Cables and Connectors, and Input/Output Installing and Upgrading PC Components Troubleshooting, Repair, and Maintenance of PCs Installing, Configuring, and Optimizing Laptops Troubleshooting and Preventive Maintenance for Laptops; Operating System Fundamentals Installing, Configuring, and Upgrading Operating Systems Disk and File Management Troubleshooting and Preventive Maintenance for Windows Using and Supporting Printers Network Basics Installing a Small Office/Home Office (SOHO) Network Troubleshooting Networks Computer Security Fundamentals Implementing and Troubleshooting Security Operational Procedure CD-ROM includes: Complete Master Exam practice testing engine, featuring: Two full practice exams; Detailed answers with explanations; and Score Report performance assessment tool CertCam video training Electronic book for studying on the go With free online registration: Two Bonus downloadable MasterExam practice tests Jane Holcombe , CompTIA A+, CompTIA Network+, MCSE, CompTIA CTT+, has been an independent trainer, consultant, and course content author since 1984. …”

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“…What you will learn Understand the core concepts of serverless computing in AWS Create your own AWS Lambda functions and build serverless APIs using Amazon API Gateway Explore best practices for developing serverless applications at scale using Serverless Framework Discover the DevOps patterns in a modern CI/CD pipeline with AWS CodePipeline Build serverless data processing jobs to extract, transform, and load data Enforce resource tagging policies with continuous compliance and AWS Config Create chatbots with natural language understanding to perform automated tasks Who this book is for This AWS book is for cloud architects and developers who want to build and deploy serverless applications using AWS Lambda. …”

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“…However, some networks outperform networks in other enterprises in terms of performance and meeting new business demands, because they were designed with a visionary approach. …”

“…You'll then explore the main pillars of architecture design, including performance, scalability, cost optimization, security, operational excellence, and DevOps. …”

“…Clear, step-by-step instructions help you identify business trends, turn budget data into a report, assess how your websites or business listings are performing, analyze public data, and much more. Practical examples and expert tips are found throughout the text to help you fully understand and apply your new knowledge to a wide array of real-world scenarios. …”

“…IBM Spectrum Archive EE can play a major role in reducing the cost of storage for data that does not need the access performance of primary disk. The use of IBM Spectrum Archive EE to replace disks with physical tape in tier 2 and tier 3 storage can improve data access over other storage solutions because it improves efficiency and streamlines management for files on tape. …”

“…A must-have guide for anyone preparing for the 101-500 and 102-500 exams, this study guide enables you to: Assess your performance on practice exams to determine what areas need extra study Understand and retain vital exam topics such as administrative tasks, network configuration, booting Linux, working with filesystems, writing scripts, and using databases Gain insights and tips from two of the industry’s most highly respected instructors, consultants, and authors Access Sybex interactive tools that include electronic flashcards, an online test bank, customizable practice exams, bonus chapter review questions, and a searchable PDF glossary of key terms LPIC-1: Linux Professional Institute Certification Study Guide is ideal for network and system administrators studying for the LPIC-1 exams, either for the first time or for the purpose of renewing their certifications…”

“…What you will learn Develop analytical thinking to precisely identify a business problem Wrangle data with dplyr, tidyr, and reshape2 Visualize data with ggplot2 Validate your supervised machine learning model using k-fold Optimize hyperparameters with grid and random search, and Bayesian optimization Deploy your model on Amazon Web Services (AWS) Lambda with plumber Improve your model's performance with feature selection and dimensionality reduction Who this book is for This book is specially designed for beginner and intermediate-level data analysts, data scientists, and data engineers who want to explore different methods of supervised machine learning and its use cases. …”

“…Conserve resources by performing background jobs with microservices. Deploy specialized microservices for registration, authentication, payment processing, e-mail, and more. …”

“…What you will learn Get to grips with the fundamental concepts and conventions of data analysis Understand how different algorithms help you to analyze the data effectively Determine the variation between groups of data using hypothesis testing Visualize your data correctly using appropriate plotting points Use correlation techniques to uncover the relationship between variables Find hidden patterns in data using advanced techniques and strategies Who this book is for The Data Analysis Workshop is for programmers who already know how to code in Python and want to use it to perform data analysis. If you are looking to gain practical experience in data science with Python, this book is for you…”

“…What you will learn Implement ensemble methods to generate models with high accuracy Overcome challenges such as bias and variance Explore machine learning algorithms to evaluate model performance Understand how to construct, evaluate, and apply ensemble models Analyze tweets in real time using Twitter's streaming API Use Keras to build an ensemble of neural networks for the MovieLens dataset Who this book is for This book is for data analysts, data scientists, machine learning engineers and other professionals who are looking to generate advanced models using ensemble techniques. …”

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“…The concluding chapter will help you to maximize performance by understanding modern CPU branch prediction and how to make your code cache-friendly. …”

“…Use T-SQL in the Microsoft SQL Server environment Construct complex T-SQL statements using multiple clauses and operators Filter data so you get the information you need quickly Retrieve, sort, and format database contents Join two or more related tables Make SQL Server work for you with globalization and localization Create subqueries to pinpoint your data Automate your workload with triggers Create and alter database tables Work with views, stored procedures, and more Contents at a Glance 1 Understanding SQL 2 Introducing SQL Server 3 Working with SQL Server 4 Retrieving Data 5 Sorting Retrieved Data 6 Filtering Data 7 Advanced Data Filtering 8 Using Wildcard Filtering 9 Creating Calculated Fields 10 Using Data Manipulation Functions 11 Summarizing Data 12 Grouping Data 13 Working with Subqueries 14 Joining Tables 15 Creating Advanced Joins 16 Combining Queries 17 Full-Text Searching 18 Inserting Data 19 Updating and Deleting Data 20 Creating and Manipulating Tables 21 Using Views 22 Programming with T-SQL 23 Working with Stored Procedures 24 Using Cursors 25 Using Triggers 26 Managing Transaction Processing 27 Working with XML and JSON 28 Globalization and Localization 29 Managing Security 30 Improving Performance A The Example Tables B T-SQL Statement Syntax C T-SQL Datatypes D T-SQL Reserved Words…”

“…Discover what really drives success---and how conventional wisdom is wrong Clearly identify your own personal challenges---and how to overcome them Delve into the latest research on high performance to create a better you Learn how high-achievers approach challenge, change, and success Strive is an unconventional approach to attaining your dreams because it takes what makes you unique and turns it to your advantage. …”