Csv Essentials
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Csv Essentials
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Author : Ludovico Dragoni
language : en
Publisher: Ludovico Dragoni
Release Date : 2023-10-24
Csv Essentials written by Ludovico Dragoni and has been published by Ludovico Dragoni this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-24 with Computers categories.
In the dynamic world of pharmaceutical technology, ensuring the safety, efficacy and quality of products is more important than ever. At the intersection of technological innovation and strict regulatory compliance lies computer system validation (CSV), an essential but often misunderstood element. This volume is an indispensable guide to navigating the intricate facets of CSV, and outlines the most important aspects of CSV with clarity and precision. Discussed are the regulatory foundations, exploration of the main players and involved processes, key concepts of validation, risk-based approach, up to future projections and the incorporation of emerging technologies. Finally, practical advice drawn from my own experience will also be provided, including resources, blogs and websites that I have found extremely useful. Whether you are starting from scratch and want a solid foundation, or are already familiar with the subject but want to fill in some gaps, this book will provide you with a comprehensive and detailed overview of the world of CSV.
Odoo 11 Development Essentials
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Author : Daniel Reis
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-03-29
Odoo 11 Development Essentials written by Daniel Reis and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-29 with Computers categories.
Fast track your development skills to build resourceful, open-source business applications with Odoo 11 Key Features Discover the latest technical capabilities in Odoo 11 while you build your own app Program business logic and manipulate data to implement specific business rules in your applications Implement automated tests to add modules and techniques and debug module business logic Book Description Odoo continues to gain worldwide momentum as the best platform for open source ERP installations. Now, with Odoo 11, you have access to an improved GUI, performance optimization, integrated in-app purchase features, and a fast-growing community to help transform and modernize your business. With this practical guide, you will cover all the new features that Odoo 11 has to offer to build and customize business applications, focusing on the publicly available community edition. We begin with setting up a development environment, and as you make your way through the chapters, you will learn to build feature-rich business applications. With the aim of jump-starting your Odoo proficiency level, from no specific knowledge to application development readiness, you will develop your first Odoo application. We then move on to topics such as models and views, and understand how to use server APIs to add business logic, helping to lay a solid foundation for advanced topics. The book concludes with Odoo interactions and how to use the Odoo API from other programs, all of which will enable you to efficiently integrate applications with other external systems. What you will learn Install Odoo from source Manage Odoo server instances Create a new Odoo application from scratch covering the most frequently used elements Develop new models and use inheritance to extend/modify existing models Use ORM methods, both in the Odoo server and from external clients Create Kanban views using QWeb effectively Develop custom web and website CMS pages Use external API to integrate Odoo with external applications Who this book is for Odoo 11 Development Essentials caters to developers who are familiar with Python and MVC design and now want to build effective business applications using Odoo.
Python Data Science Essentials
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Author : Alberto Boschetti
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-09-28
Python Data Science Essentials written by Alberto Boschetti and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-28 with Computers categories.
Gain useful insights from your data using popular data science tools Key FeaturesA one-stop guide to Python libraries such as pandas and NumPyComprehensive coverage of data science operations such as data cleaning and data manipulationChoose scalable learning algorithms for your data science tasksBook Description Fully expanded and upgraded, the latest edition of Python Data Science Essentials will help you succeed in data science operations using the most common Python libraries. This book offers up-to-date insight into the core of Python, including the latest versions of the Jupyter Notebook, NumPy, pandas, and scikit-learn. The book covers detailed examples and large hybrid datasets to help you grasp essential statistical techniques for data collection, data munging and analysis, visualization, and reporting activities. You will also gain an understanding of advanced data science topics such as machine learning algorithms, distributed computing, tuning predictive models, and natural language processing. Furthermore, You’ll also be introduced to deep learning and gradient boosting solutions such as XGBoost, LightGBM, and CatBoost. By the end of the book, you will have gained a complete overview of the principal machine learning algorithms, graph analysis techniques, and all the visualization and deployment instruments that make it easier to present your results to an audience of both data science experts and business users What you will learnSet up your data science toolbox on Windows, Mac, and LinuxUse the core machine learning methods offered by the scikit-learn libraryManipulate, fix, and explore data to solve data science problemsLearn advanced explorative and manipulative techniques to solve data operationsOptimize your machine learning models for optimized performanceExplore and cluster graphs, taking advantage of interconnections and links in your dataWho this book is for If you’re a data science entrant, data analyst, or data engineer, this book will help you get ready to tackle real-world data science problems without wasting any time. Basic knowledge of probability/statistics and Python coding experience will assist you in understanding the concepts covered in this book.
Office 365 Essentials
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Author : Nuno Árias Silva
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-05-24
Office 365 Essentials written by Nuno Árias Silva and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-24 with Computers categories.
Leverage Office 365 to increase your organization's efficiency by managing users, domains, licenses, and much more in your organization with most powerful subscription software. Key Features Get acquainted with the basics of Office 365 Configure and manage workloads efficiently using Office 365 A comprehensive guide covering every aspect of planning, and managing this multifaceted collaboration system. Book Description Office 365 is suite of advanced collaboration tools used by many well known organizations and their system administrators. This book starts with an introduction to Office 365 and its basic fundamentals. Then we move towards workload management and deployment. You will delve into identities, authentications, and managing office 365. We also cover concepts such as collaboration with Microsoft teams and tools such as Delve and Skype for collaboration. Towards the end of the book, you'll master monitoring and security concepts. By the end of this book, you will have hands-on experience working with Office 365 and its collaboration tools and services What you will learn Learn how to implement Office 365 from scratch and how to use best practices to be a successful Office 365 professional Understand Microsoft productivity services to take your organization or business to the next level by increasing productivity. Learn how workloads and applications interact and integrate with each other Learn to manage Skype for Business Online Get support and monitor service health with Office 365 Manage and administer identities and groups efficiently Who this book is for If you are working as a system administration or an IT professional and are keen to learn the fundamentals of Office 365, then this book is for you. No prior knowledge of office 365 is necessary.
Powershell Essential Guide
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Author : Prashanth Jayaram
language : en
Publisher: BPB Publications
Release Date : 2023-12-07
Powershell Essential Guide written by Prashanth Jayaram and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-07 with Computers categories.
PowerShell Essentials - Your path to efficient automation and scripting KEY FEATURES ● Understand the concepts of .NET and PowerShell. ● Learn the basics of PowerShell, including the syntax, commands, and core concepts. ● Learn how to work with variables in PowerShell, including how to store data, perform arithmetic operations, and display data. ● Get familiar with the pipeline and work with the Scripts. ● Implement PowerShell solutions to manage large infrastructures through automation. DESCRIPTION In the last decade, PowerShell has propelled in every way in the automation arena. Since the inception of PowerShell, it has become a de facto tool for automation, and it is the favorite solution of many Windows administrators, with the capability to automate almost any task in the Microsoft ecosystem. Since the advent of PowerShell, it has been a lot easier to import the related modules and invoke the associated cmdlets call to take care of many day-to-day mundane activities, from simple to complex maintenance. Beginning with introductory chapters that cover Azure concepts, an overview of PowerShell, and other related tools, the reader will be introduced to the advanced concepts of Azure components without heavy emphasis on Cloud. This book would give an IT administrator's view of Microsoft Azure by equipping them to construct, manage, and administer workloads on-premise or in the Cloud. The later chapters are straightforward to understand and completely isolated from each section. For every section, the PowerShell code is designed, and readers with no prior experience can jump into the topics and get started with the examples. The aim of this book is to provide the reader with hands-on experience with Azure databases, enabling them to work with what is relevant in the market today and is clearly in the future. It would be great to have hands-on experience with PowerShell; this would help you to progress faster. However, if you have experience with PowerShell, you can jump to a specific chapter or topic in the book. WHAT YOU WILL LEARN ● Get to understand the Windows operating system as PowerShell is a cross-platform scripting language, so understand how it works on multi-platforms. ● Learn to use PowerShell for administration, such as on the Cloud, Active Directory, VMware and SQL Server, and more. ● Learn to administer infrastructure effectively. ● Practice real-world examples to ensure proficiency. WHO THIS BOOK IS FOR PowerShell serves as a crucial framework for IT professionals. It is a top choice for automation engineers, Windows administrators, and network administrators looking to standardize, automate server installation, integrate automation workflows, and streamline day-to-day Windows network management. Cloud engineers benefit from built-in PowerShell tools provided by various cloud vendors. Database administrators effectively administer SQL infrastructure with PowerShell's SQL modules. TABLE OF CONTENTS 1. Introducing PowerShell 2. PowerShell Constructs 3. Munging the Data Through Pipelines 4. Data Control Flow Using Branches and Loops 5. Learning about PowerShell Modules 6. Choosing Between PowerShell Core and PowerShell 7. PowerShell Administration and Scripting 8. Using the Active Directory Module 9. Building PowerShell GUI for Scripts 10. Managing Cloud Operations Using PowerShell 11. Understanding PowerShell and Data Science 12. Administrating Database Using PowerShell
Essential Statistical Analysis In Focus
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Author : Gregory J. Privitera
language : en
Publisher: SAGE Publications
Release Date : 2018-05-16
Essential Statistical Analysis In Focus written by Gregory J. Privitera and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-16 with Psychology categories.
Essentials of Statistical Analysis "In Focus" supports users of Gregory J. Privitera’s Essential Statistics for the Behavioral Sciences, Second Edition who work with a statistical program other than SPSS® or Excel®. Three standalone parts, each dedicated to R, SAS®, and Stata®, serve as step-by-step guides for completing the "In Focus" exercises in Privitera’s core text. A conversational writing style along with "To The Student" introductions allow students to familiarize themselves and become more comfortable with each program prior to making computations. Additionally, General Instruction Guidebook (GIG) sections for R, SAS®, and Stata® provide standardized how-to instructions for using each program, making the book a valuable reference for students beyond their studies.
R Deep Learning Essentials
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Author : Mark Hodnett
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-08-24
R Deep Learning Essentials written by Mark Hodnett and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-24 with Computers categories.
Implement neural network models in R 3.5 using TensorFlow, Keras, and MXNet Key Features Use R 3.5 for building deep learning models for computer vision and text Apply deep learning techniques in cloud for large-scale processing Build, train, and optimize neural network models on a range of datasets Book Description Deep learning is a powerful subset of machine learning that is very successful in domains such as computer vision and natural language processing (NLP). This second edition of R Deep Learning Essentials will open the gates for you to enter the world of neural networks by building powerful deep learning models using the R ecosystem. This book will introduce you to the basic principles of deep learning and teach you to build a neural network model from scratch. As you make your way through the book, you will explore deep learning libraries, such as Keras, MXNet, and TensorFlow, and create interesting deep learning models for a variety of tasks and problems, including structured data, computer vision, text data, anomaly detection, and recommendation systems. You’ll cover advanced topics, such as generative adversarial networks (GANs), transfer learning, and large-scale deep learning in the cloud. In the concluding chapters, you will learn about the theoretical concepts of deep learning projects, such as model optimization, overfitting, and data augmentation, together with other advanced topics. By the end of this book, you will be fully prepared and able to implement deep learning concepts in your research work or projects. What you will learn Build shallow neural network prediction models Prevent models from overfitting the data to improve generalizability Explore techniques for finding the best hyperparameters for deep learning models Create NLP models using Keras and TensorFlow in R Use deep learning for computer vision tasks Implement deep learning tasks, such as NLP, recommendation systems, and autoencoders Who this book is for This second edition of R Deep Learning Essentials is for aspiring data scientists, data analysts, machine learning developers, and deep learning enthusiasts who are well versed in machine learning concepts and are looking to explore the deep learning paradigm using R. Fundamental understanding of the R language is necessary to get the most out of this book.
Python Programming Essentials Mastering The Fundamentals
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Author : Ahmed Ghumman
language : en
Publisher: Ahmed Ghumman
Release Date : 2024-03-14
Python Programming Essentials Mastering The Fundamentals written by Ahmed Ghumman and has been published by Ahmed Ghumman this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-14 with Computers categories.
"Python Programming Essentials: Mastering the Fundamentals" is your comprehensive guide to harnessing the power of Python, from its basic syntax to advanced concepts and practical applications. In this book, you'll embark on a journey through Python's core features, starting with an introduction that lays the foundation for understanding why Python has become a dominant force in the programming world. From there, you'll dive into the basics, learning about variables, data types, control flow, and functions. As you progress, you'll explore core concepts such as data structures, object-oriented programming (OOP), and file handling, gaining a deeper understanding of how Python enables you to efficiently manage and manipulate data. The book doesn't stop at the basics; it delves into advanced topics like exception handling, regular expressions, web development with Flask, and database integration with SQLite. You'll also discover how to apply your newfound knowledge to real-world projects, such as building a to-do list application, analyzing data, and web scraping. To reinforce your learning, each chapter is packed with exercises, challenges, and questions to test your understanding and help you solidify your skills. Plus, you'll learn how to work with Python libraries and packages, enhance your coding style and best practices, and optimize performance for efficient development. Whether you're a beginner looking to get started with Python or an experienced programmer aiming to deepen your understanding and enhance your skills, "Python Programming Essentials" is your ultimate companion on the journey to mastering Python programming. Unlock Python's potential and unleash your creativity with this indispensable resource.
Essential Python From Data Science To Automation
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Author : Marcel Souza
language : en
Publisher: GAVEA LAB
Release Date :
Essential Python From Data Science To Automation written by Marcel Souza and has been published by GAVEA LAB this book supported file pdf, txt, epub, kindle and other format this book has been release on with Business & Economics categories.
Unlock the power of Python with "Essential Python: From Data Science to Automation." Whether you're a beginner or an experienced coder, this comprehensive guide is your gateway to the exciting world of Python. Dive into the world of data science and learn how to manipulate, analyze, and visualize data with Python. Discover the versatility of this language as you explore various libraries and tools essential for data-driven decision-making. Take your coding skills to the next level and embrace the world of automation. With Python, you can automate repetitive tasks, streamline workflows, and boost your productivity like never before. From web development to machine learning, Python is at the heart of cutting-edge technologies. Unravel the mysteries of this versatile language and gain the skills to tackle real-world challenges. With "Essential Python: From Data Science to Automation," you'll not only learn the fundamentals of Python but also dive into advanced topics that will make you a proficient Python developer. Don't miss this opportunity to master Python and tap into its immense potential. Get your hands on this book now and embark on a transformative journey in the world of programming. Your future as a skilled Python developer starts here!
Essential Powershell
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Author : Holger Schwichtenberg
language : en
Publisher: Pearson Education
Release Date : 2008-06-19
Essential Powershell written by Holger Schwichtenberg and has been published by Pearson Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-06-19 with Computers categories.
Use PowerShell to Streamline and Automate Your Most Time-Consuming Windows Administration Tasks With Windows PowerShell, Microsoft brings innovative console-based system administration and scripting to Windows clients and servers. PowerShell combines the best features of traditional UNIX shells with the immense power of the .NET Framework, offering a consistent and easy-to-use replacement for both the Windows command line and the Windows Script Host. In Essential PowerShell, noted expert Holger Schwichtenberg gives Windows sysadmins all the knowledge and sample scripts they need to successfully administer production systems with PowerShell. Schwichtenberg begins by introducing the innovative PowerShell architecture, along with crucial PowerShell concepts such as pipelining and navigation. Next, he introduces the PowerShell Script Language, shows the secure execution of command sequences as scripts, and demonstrates how to use PowerShell to access essential operating system interfaces such as COM, WMI, ADSI, and ADO.NET. After you’ve mastered the fundamentals, Schwichtenberg presents an extensive collection of PowerShell solutions for virtually every area of day-to-day administration. For each topic, he presents dozens of self-contained examples, all downloadable from a companion Web site. He covers both Microsoft’s standard PowerShell commandlets and the free commandlets available as PowerShell Community Extensions. He also presents a full chapter of tips, tricks, and troubleshooting solutions. Coverage includes Understanding PowerShell’s components and features Setting up your PowerShell scripting environment Creating and using commandlets Using object-oriented pipelining for filtering, sorting, grouping, comparisons, calculations, and more Mastering PowerShell’s uniform navigation model and using it with all types of data Programming command sequences with the PowerShell Script Language Making the most of the PowerShell console and third-party tools Managing processes, event logs, and registry entries Controlling networking, printing, and software installation Manipulating Active Directory and other enterprise services with PowerShell Using PowerShell to enforce stronger system and network security Storing data in files, documents, and databases Preface xv Part I: Getting Started with PowerShell 1: First Steps with Windows PowerShell 3 2: Commandlets 25 3: Pipelining 43 4: Advanced Pipelining 59 5: The PowerShell Navigation Model 81 6: The PowerShell Script Language 89 7: PowerShell Scripts 115 8: Using Class Libraries 129 9: PowerShell Tools 151 10: Tips, Tricks and Troubleshooting 171 Part II: Windows PowerShell in Action 11: File Systems 205 12: Documents 235 13: Registry and Software 253 14: Processes and Services 267 15: Computers and Hardware 281 16: Networking 295 17: Directory Services 313 18: User and Group Management in the Active Directory 335 19: Searching in the Active Directory 349 20: Additional Libraries for Active Directory Administration 361 21: Databases 373 22: Advanced Database Operations 389 23: Security Settings 401 24: Advanced Security Administration 413 PartIII: Appendices Appendix A: PowerShell Commandlet Reference 429 Appendix B: PowerShell 2.0 Preview 445 Appendix C: Bibliography 449 Index 453