Dane w biznesie i data science -- analiza, automatyzacja, modele - książki
Książki, ebooki z kategorii: Dane dostępne w księgarni Helion
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Learn to assess textual data and extract sentiments using various text analysis R packages Key Features In-depth coverage on core principles, challenges, and application of Emotion Analysis. Includes real-world examples to simplify practical uses of R, Shiny, and various popular NLP techniques. Covers different strategies used in Sentiment and-
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Machine Learning with the Elastic Stack, Second Edition, provides a comprehensive overview of Elastic Stack's machine learning features for both time series data analysis as well as for supervised learning and unsupervised learning that helps make machine learning truly operational for you.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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A comprehensive resource to mastering your Tableau skills and becoming a BI expert. This guide will teach you how to build advanced dashboards and improve your storytelling to derive key business insight, as well as make you well-versed with advanced functionalities of Tableau in the business intelligence domain.
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ebook
(216,75 zł najniższa cena z 30 dni)
260.10 zł
289.00 zł(-10%) -
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This book helps you to learn how to extract, transform, and orchestrate massive amounts of data to develop robust data pipelines. You'll perform complex machine learning tasks using advanced Azure Databricks features, and also explore model tuning, deployment, and control using Databricks functionalities such as AutoML and Delta Lake with TensorFlo
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Distributed Data Systems with Azure Databricks. Create, deploy, and manage enterprise data pipelines
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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AutoKeras is a very simple and popular open source AutoML framework that provides easy access to deep learning models. This book will help you to explore the basics of automated machine learning using practical examples, enabling you to create and use your own models in your company or project.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Learn how to design and build Dash apps from scratch with this practical book that covers the different functionalities of Plotly and Dash for building dashboards and data apps. You'll start by exploring the Dash ecosystem and go on to build a fully functional app as you discover options for fine-tuning and extending your app using new techniques.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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If you know how to program, you're ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Python code instead of mathematical formulas, using discrete probability distributions rather than continuous mathematics. Once you get the math out of the way, the Bayesian fundamentals will become clearer and
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ebook
(101,40 zł najniższa cena z 30 dni)
143.65 zł
169.00 zł(-15%) -
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NLP has exploded in popularity over the last few years. But while Google, Facebook, OpenAI, and others continue to release larger language models, many teams still struggle with building NLP applications that live up to the hype. This hands-on guide helps you get up to speed on the latest and most promising trends in NLP.With a basic understanding
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ebook
(149,40 zł najniższa cena z 30 dni)
211.65 zł
249.00 zł(-15%) -
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This concise, easy-to-use reference puts one of the most popular frameworks for deep learning research and development at your fingertips. Author Joe Papa provides instant access to syntax, design patterns, and code examples to accelerate your development and reduce the time you spend searching for answers.Research scientists, machine learning engi
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ebook
(50,99 zł najniższa cena z 30 dni)
72.24 zł
84.99 zł(-15%) -
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Given the demand for AI and the ubiquity of JavaScript, TensorFlow.js was inevitable. With this Google framework, seasoned AI veterans and web developers alike can help propel the future of AI-driven websites. In this guide, author Gant Laborde--Google Developer Expert in machine learningand the web--provides a hands-on end-to-end approach to Tenso
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ebook
(101,40 zł najniższa cena z 30 dni)
143.65 zł
169.00 zł(-15%) -
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Explore Machine Learning Techniques, Different Predictive Models, and its Applications Key Features Extensive coverage of real examples on implementation and working of ML models. Includes different strategies used in Machine Learning by leading data scientists. Focuses on Machine Learning concepts and their evolution to algorithms. Descripti
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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If you are a developer looking to build machine learning models without spending months and years learning machine learning prerequisites, look no further than AutoML. This practical and concise guide will show you how to build automated models for regression and classification, both with traditional algorithms and neural networks.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Packed with intriguing real-world projects as well as theory, Generative AI with Python and TensorFlow 2 enables you to leverage artificial intelligence creatively and generate human-like data in the form of speech, text, images, and music.
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ebook
(141,75 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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Guidance for successful installation of a wide range of IBM software products Key Features Complete installation guide of IBM software systems, Redhat Enterprise, IBM Cloud, and Docker. Expert-led demonstration on complete configuration and implementation of IBM software solutions. Includes best practices and efficient techniques adopted by ba
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Knowing how to work with data to extract insights generates significant value. This book will help you to develop data analysis skills using a hands-on approach and real-world data. You'll get up to speed with pandas 1.x in no time and build some software engineering skills in the process, vastly expanding your data science toolbox.
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ebook
(141,75 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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This book focuses on key Python analytics and algorithmic trading libraries used for backtesting. With the help of practical examples, you will learn the principle aspects of trading strategy development. The 14 profitable strategies included in the book will also help you build intuitions that will enable you to create your own strategy.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Master the Shiny web framework—and take your R skills to a whole new level. By letting you move beyond static reports, Shiny helps you create fully interactive web apps for data analyses. Users will be able to jump between datasets, explore different subsets or facets of the data, run models with parameter values of their choosing, customize
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Książka poświęcona jest inteligentnym systemom informatycznym w organizacji, wykorzystującym rozproszone źródła informacji niestrukturalnej dostępne w sieci Internet. W przeciwieństwie do strukturalnych źródeł danych (w formie plikowej lub baz danych) wykorzystywanych przez tradycyjne systemy informatyczne zarządzania, źródła internetowe mają ch
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Amazon Connect is an established call center solution that helps Amazon deliver complete customer satisfaction. Amazon Connect: Up and Running is a comprehensive guide for those who are new to Connect and cloud contact centers and looking to get up to speed in no time.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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A practical, step-by-step guide to using Microsoft's AutoML technology on the Azure Machine Learning service for developers and data scientists working with the Python programming language
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Get to grips with ML lifecycle management and MLOps implementation for your organization. This book will give you comprehensive insights into MLOps coupled with real-world examples in Azure that will teach you how to write programs, train robust and scalable ML models, and build ML pipelines to train, deploy, and monitor models securely in producti
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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State-of-the-art BERT implementation for text classification Description This book provides a solid foundation for Natural Language Processing with pragmatic explanation and implementation of a wide variety of industry wide scenarios. After reading this book, one can simply jump to solve real world problems and join the league of NLP developers.
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Big data pokazuje, jak postęp technologiczny spowodowany rozwojem Internetu i cyfrowego wszechświata wpłynął na radykalną transformację nauki o danych. Czym są duże zbiory danych i jak zmieniają świat? Jaki mają wpływ na nasze codzienne życie, a jaki na świat biznesu? W tej książce czytelnik znajdzie odpowiedzi na te pytania.
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ebook
(25,66 zł najniższa cena z 30 dni)
27.12 zł
31.90 zł(-15%) -
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With this practical book, AI and machine learning practitioners will learn how to successfully build and deploy data science projects on Amazon Web Services. The Amazon AI and machine learning stack unifies data science, data engineering, and application development to help level upyour skills. This guide shows you how to build and run pipelines in
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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This book will help you design and implement modern ETL workflows along with data management, monitoring, and security aspects to meet the current organization's needs. You will use various services such as Azure Data Factory, Azure Databricks, Azure Stream Analytics, and Azure Data Explorer to design efficient data processing solutions.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Run queries and analysis on big data clusters across relational and non relational databases Description This book brings exciting coverage on establishing and managing data virtualization using polybase. This book teaches how to configure polybase on almost all relational and nonrelational databases. You will learn to set up the test environment
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Data in its raw state is rarely ready for productive analysis. This book not only teaches you data preparation, but also what questions you should ask of your data. It focuses on the thought processes necessary for successful data cleaning as much as on concise and precise code examples that express these thoughts.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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This practical guide takes a hands-on approach to implementation and associated methodologies to have you up and running with all that Amazon Kinesis has to offer. You'll work with use cases and practical examples to be able to ingest, process, analyze, and stream real-time data in no time.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book covers all aspects of VB that will help you to jump into real-world projects quickly and work independently. You'll work with various end-to-end examples to help you reduce your R&D time during VB projects, and learn about the drag-and-drop approach to enable you to build an app in a day.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This hands-on book will help you make your machine learning models fairer, safer, and more reliable and in turn improve business outcomes. Every chapter introduces a new mission where you learn how to apply interpretation methods to realistic use cases with methods that work for any model type as well as methods specific for deep neural networks.
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(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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The AWS Certified Machine Learning Specialty 2020 Certification Guide covers everything you need to pass the MLS-C01 certification exam and serves as a handy, on-the-job reference guide. You'll also find the book useful if you're looking to get up to speed with AWS services for machine learning.
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ebook
(149,25 zł najniższa cena z 30 dni)
179.10 zł
199.00 zł(-10%) -
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Oracle Tuxedo is often described as an application server for C and COBOL applications. Modernizing Oracle Tuxedo Applications with Python takes you through the most important Tuxedo concepts by helping you write Python code, and shows you how to integrate existing Tuxedo applications into modern infrastructure.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Leverage your natural language processing skills to make sense of text. With this book, you'll learn fundamental and advanced NLP techniques in Python that will help you to make your data fit for application in a wide variety of industries. You'll also find recipes for overcoming common challenges in implementing NLP pipelines.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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This Tableau book covers how Tableau Prep Builder can help you to combine, transform, and clean data in preparation for use in advanced analytics applications, including Tableau Desktop. You will learn how to create, run, and publish data flows and gain an understanding of best practice solutions for common scenarios.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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This book will help you get to grips with the task of time series forecasting using the leading open source forecasting tool available to the public, Facebook Prophet. You will learn how to implement the advanced features of Prophet to build forecast models and understand why and how to modify each of the default parameters to improve results.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Tell your story and show it with data, using free and easy-to-learn tools on the web. This introductory book teaches you how to design interactive charts and customized maps for your website, beginning with simple drag-and-drop tools such as Google Sheets, Datawrapper, and Tableau Public. You'll also gradually learn how to edit open source code tem
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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Over 50 problems solved with classical algorithms + ML / DL models Key Features Problem-driven approach to practice image processing. Practical usage of popular Python libraries: Numpy, Scipy, scikit-image, PIL and SimpleITK. End-to-end demonstration of popular facial image processing challenges using MTCNN and Microsofts Cognitive Vision APIs.
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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As you move data to the cloud, you need to consider a comprehensive approach to data governance, along with well-defined and agreed-upon policies to ensure your organization meets compliance requirements. Data governance incorporates the ways people, processes, and technology work together to ensure data is trustworthy and can be used effectively.
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Deep Learning from the Basics provides a step-by-step guide to these complex algorithms, from the ground up. From the basics of machine learning to multilayer neural networks, this book presents a thorough overview of these technologies enabling you to implement your own programs right away.
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ebook
(59,93 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Whether it is learning different techniques to monitor and tune an Azure SQL database or improving performance using in-memory technology, this book will enable you to make the most out of Azure SQL database features and functionality for data management solutions.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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This cookbook will guide you through recipes for implementing analytics over data streams to discover new information, predict future insights, and make informed decisions. In addition to exploring an overview of AI techniques for analytics and learning in IoT applications, you'll gain the skills you need to effectively package and deploy AI apps.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Solve business problems with data-driven techniques and easy-to-follow Python examples Key Features Essential coverage on statistics and data science techniques. Exposure to Jupyter, PyCharm, and use of GitHub. Real use-cases, best practices, and smart techniques on the use of data science for data applications. Description This book begins wit
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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PostgreSQL has become the most advanced open source database on the market. This book adopts a step-by-step approach to meet almost every requirement you can think of while deploying PostgreSQL in production environments. You will not only learn how to design and manage your database but also discover how to administer and secure the database.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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This book covers recipes for solving various computer vision tasks using TensorFlow, taking you through all the tips and tricks you need to overcome any challenges that you may face while building various computer vision applications. You will discover machine learning techniques to solve problems in image processing, feature extraction, and more.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Understanding and implementing the database management systems concepts in SQL and PL/SQL Key Features Practice SQL concepts by writing queries and perform your own data visualization and analysis. Gain insights on Entity Relationship Model and how to implement in your business environment. Series of question banks and case-studies to develop stro
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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This book helps you to understand Snowflake's unique architecture and ecosystem that places it at the forefront of cloud data warehouses. The recipes present in this book will enable you to develop proficiency in managing data on Snowflake and learn Snowflake's novel features such as data sharing, cloning, and time travel.
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ebook
(107,10 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Discrete math deals with studying finite and distinct elements. With this book, you'll learn the discrete math language and methods crucial to studying and describing objects and functions in computer science. You'll also focus on the mathematics of machine learning and computer science and prepare to understand real-world algorithm development.
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ebook
(141,75 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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This guide will help you to explore automated machine learning (AutoML), a rapidly growing subfield of machine learning. You'll learn how you can use AutoML to fully automate the machine learning process even if you're not an expert, and in turn increase your productivity drastically.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Complete reference guide to Redis Key Features Complete coverage of Redis Modules. Best practices, tips and tricks, and expert techniques to scale Redis. Troubleshooting solutions to perform real-time faster data processing for client applications. Description This book begins with teaching you to set up your own Redis environment, followed by Re
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Refuel your AI Models and ML applications with High-Quality Optimization and Search Solutions Key Features Complete coverage on practical implementation of genetic algorithms. Intuitive explanations and visualizations supply theoretical concepts. Added examples and use-cases on the performance of genetic algorithms. Use of Python libraries and a
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Discover the flexibility of the PyTorch library for implementing new algorithms in a scalable and efficient way with this expert guide. This book will show you how to process data with deep learning methodologies using PyTorch 1.x and cover advanced topics such as GANs, Deep RL, and NLP using advanced deep learning techniques.
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(134,25 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł(-10%) -
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Data pipelines are the foundation for success in data analytics. Moving data from numerous diverse sources and transforming it to provide context is the difference between having data and actually gaining value from it. This pocket reference defines data pipelines and explains how they work in today's modern data stack.You'll learn common considera
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ebook
(50,99 zł najniższa cena z 30 dni)
72.24 zł
84.99 zł(-15%) -
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This book is designed to guide you through TensorFlow and how to use it effectively. Throughout the book, you will work through recipes and get hands-on experience to perform complex data computations, gain insights into your data, and more.
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(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Build Azure functions and integrate them with Azure Cosmos DB data models Key Features Expert-led coverage on integrating Azure functions Industry-proven examples and best practices on implementation of Azure Cosmos DB Learn to work on performance optimization and error handling Integration of Azure function with other Azure services Descriptio
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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This book takes a practical approach to Python data analysis, showing you how to use Python libraries such as pandas, NumPy, SciPy, and scikit-learn to analyze a variety of data. You'll also get up to speed with everything from data manipulation to visualization systematically.
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(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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This book provides hands-on training in NLP tools and techniques with intrinsic details. Apart from gaining expertise, you will be able to carry out novel state-of-the-art research using the skills gained.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Working with unbounded and fast-moving data streams has historically been difficult. But with Kafka Streams and ksqlDB, building stream processing applications is easy and fun. This practical guide shows data engineers how to use these tools to build highly scalable stream processing applications for moving, enriching, and transforming large amount
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(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Projektuj i pisz prosty i wydajny kod T-SQL w środowisku SQL Server 2019 i późniejszych. Tworzenie kodu T-SQL, wydajnie zwracającego właściwe wyniki może stanowić wyzwanie. Książka ta pomoże w tworzeniu takiego kodu, który działa szybko i jest łatwy w utrzymaniu. Dowiesz się również, jak implementować kontrolę wersji, testowanie i strategie wdrożen
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(44,99 zł najniższa cena z 30 dni)
76.49 zł
89.99 zł(-15%) -
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Being the first book in the market to dive deep into the Transformers, it is a step-by-step guide for data and AI practitioners to help enhance the performance of language understanding and gain expertise with hands-on implementation of transformers using PyTorch, TensorFlow, Hugging Face, Trax, and AllenNLP.
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(134,10 zł najniższa cena z 30 dni)
260.10 zł
289.00 zł(-10%) -
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Cloud Analytics with Microsoft Azure enables you to understand the design and business considerations that you must keep in mind while planning to adopt the cloud analytics model for your business.
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(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Data Science szturmem zdobyło nowe obszary - wszystko jest większe, szybsze i lepsze. Większe możliwości obliczeniowe wprowadziły uczenie maszynowe i głębokie uczenie maszynowe na rynek. Tworzenie sztucznych sieci neuronowe jest znacznie prostsze. Sztuczna inteligencja zrewolucjonizowała wiele branż. Rozwój technologii byłby niemożliwy bez Data Sci
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(65,80 zł najniższa cena z 30 dni)
75.20 zł
94.00 zł(-20%) -
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Data analytics may seem daunting, but if you're an experienced Excel user, you have a unique head start. With this hands-on guide, intermediate Excel users will gain a solid understanding of analytics and the data stack. By the time you complete this book, you'll be able to conduct exploratory data analysis and hypothesis testing using a programmin
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Getting Started with Google BERT will help you become well-versed with the BERT model from scratch and learn how to create interesting NLP applications. You'll understand several variants of BERT such as ALBERT, RoBERTa, DistilBERT, ELECTRA, VideoBERT, and many others in detail.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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A practical guide that will help you understand the Statistical Foundations of any Machine Learning Problem. Key Features Develop a Conceptual and Mathematical understanding of Statistics Get an overview of Statistical Applications in Python Learn how to perform Hypothesis testing in Statistics Understand why Statistics is important in Machine Le
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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This cookbook will help you to gain a solid understanding of deep reinforcement learning (RL) algorithms with the help of concise, easy-to-follow implementations from scratch. You'll learn how to implement these algorithms with minimal code and develop AI applications to solve real-world and business problems using RL.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Learn how to redesign NLP applications from scratch. Key Features Get familiar with the basics of any Machine Learning or Deep Learning application. Understand how does preprocessing work in NLP pipeline. Use simple PyTorch snippets to create basic building blocks of the network commonly used in NLP. Get familiar with the advanced embedding tec
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Learn AI & Machine Learning from the first principles. Key Features Explore how different industries are using AI and ML for diverse use-cases. Learn core concepts of Data Science, Machine Learning, Deep Learning and NLP in an easy and intuitive manner. Cutting-edge coverage on use of ML for business products and services. Explore how differen
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Nabierz prędkości dzięki przełomowym zmianom w SQL Server 2019. Nie jest to już jedynie silnik bazodanowy, ale nowatorskie narzędzie wyposażone we wsparcie dla uczenia maszynowego, analiz Big Data, możliwość działania w systemie Linux, kontenery, Kubernetes, Javę czy wirtualizację danych w Azure. Ta książka nie zajmuje się tradycyjną administracją
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ebook
(49,35 zł najniższa cena z 30 dni)
83.90 zł
98.70 zł(-15%) -
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With the help of well-structured and practical recipes, this book will teach you how to integrate data from the cloud and on-premise. You'll learn how to transform, clean, and consolidate data into a single data platform and get to grips with using ADF as the main ETL and orchestration tool for your data warehouse or data platform project.
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ebook
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This book is a step-by-step guide to show you how to implement generative models in TensorFlow 2.x from scratch. You'll get to grips with the image generative technology by covering autoencoders, style transfer, and GANs as well as fundamental and state-of-the-art models.
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A power-packed guide with solutions to crack a Big data Hadoop Interview Key Features Get familiar with Big data concepts Understand the working of Hadoop and its ecosystem. Understand the working of HBase, Pig, Hive, Flume, Sqoop and Spark Understand the capabilities of Big data including Hadoop and HDFS Up and running with how to perform spe
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MongoDB Fundamentals will get you started using MongoDB for data processing in a cloud computing environment. Starting with the fundamentals of NoSQL, you'll build up to learning advanced data manipulation techniques and application development with the help of hands-on case-studies.
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Microsoft Azure Architect - Exam Guide AZ-303 is a complete guide to mastering topics related to Azure Architect practices. With detailed coverage of concepts and techniques, you'll gain the knowledge and skills required to take and pass the AZ-303 exam and become a Microsoft Azure Architect expert.
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This book focuses on expert-level explanations and implementations of scalable reinforcement learning algorithms and approaches. Starting with the fundamentals, the book covers state-of-the-art methods from bandit problems to meta-reinforcement learning. You'll also explore practical examples inspired by real-life problems from the industry.
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The book shows you how to view data from multiple perspectives, including data frame and column attributes. You will cover common and not-so-common challenges that are faced while cleaning messy data for complex situations. You will learn to manipulate data and get them down to a form that can be useful for making the right decisions.
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Turning text into valuable information is essential for businesses looking to gain a competitive advantage. With recent improvements in natural language processing (NLP), users now have many options for solving complex challenges. But it's not always clear which NLP tools or libraries would work for a business's needs, or which techniques you shoul
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This certification guide offers complete, up-to-date coverage of the PL-200 exam so you can prepare effectively. The book covers topics such as configuring Dataverse, creating Power Apps, managing processes with Power Automate, implementing chatbots, and even integrating Power Platform with other apps.
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Fairness is an increasingly important topic as machine learning and AI more generally take over the world. While this is an active area of research, many realistic best practices are emerging at all steps along the data pipeline, from data selection and preprocessing to blackbox model audits. This book will guide you through the technical, legal, a
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More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Some of the challenges and barriers to operationalization are technical, but others are organizational. Either way, the bottom line is that models not in production can't provide business impact.This book introduces the key
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A comprehensive guide for seasoned business leaders who struggle with where and how to exploit the economics of data and analytics to gain true value from data, accelerate company operations through AI, and guide their digital transformation.
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Applied Computational Thinking with Python provides a hands-on approach to implementation and associated methodologies that will have you up-and-running, and productive in no time. Developers working with Python will be able to put their knowledge to work with this practical guide using the computational thinking method for problem-solving.
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Starting with an easy introduction to KNIME Analytics Platform, this book will take you through the key features of the platform and cover the advanced and latest deep learning concepts in neural networks. In each chapter, you'll solve real-world case studies based on deep learning networks to spark your creativity for new projects.
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Hands-On ML problem solving and creating solutions using Python. Key Features Introduction to Python Programming Python for Machine Learning Introduction to Machine Learning Introduction to Predictive Modelling, Supervised and Unsupervised Algorithms Linear Regression, Logistic Regression and Support Vector Machines Description You will le
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Digital transformation requires the ability to identify opportunities across industries and apply the right technologies and tools to achieve the right business outcomes. You will be guided through how digital transformation can be implemented in your organization across different levels using emerging technologies.
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This book is a comprehensive introduction for those who are new to scalable and optimized TensorFlow for production. You will learn how to deliver enterprise-grade support for your existing and newly built AI applications. You will address the various needs of AI-enabled organizations to manage and scale machine learning workloads in production.
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Understand the essentials of Machine Learning and its impact in financial sector Key Features Explore the spectrum of machine learning and its usage. Understand the NLP and Computer Vision and their use cases. Understand the Neural Network, CNN, RNN and their applications. Understand the Reinforcement Learning and their applications. Learn the ri
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Starting from the basics of neural networks, this book covers over 50 applications of computer vision and helps you to gain a solid understanding of the theory of various architectures before implementing them. Each use case is accompanied by a notebook in GitHub with ready-to-execute code and self-assessment questions.
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Learn how to work towards making the most out of a career in emerging tech Key Features Understand the core concepts related to careers in emerging tech. Learn innovative, exclusive, and exciting ways to design a successful career in ET. Reduce your learning curve by examining the career trajectories of eminent ET professionals. Ways to evolve
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Oracle Enterprise Manager to wszechstronne i kompleksowe narzędzie dla każdego administratora, z którego konsoli możemy zarządzać i monitorować wszystkie warstwy infrastruktury przedsiębiorstwa, takie jak pamięci masowe, serwery, systemy operacyjne, oprogramowanie pośrednie i inne. Prezentowana książka, Oracle Enterprise Manager 12c Poradni
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Książka pozwala zdobyć umiejętności potrzebne do zdania egzaminu MCITP 70-462, a także w pracy. Stosując własne tempo można przerobić kolejne lekcje, wyczerpujące każdy temat egzaminu. Wzięte z życia scenariusze przykładowe i zadania pomagają utrwalić zdobytą wiedzę i zastosować ją w praktyce. Ten oficjalny podręcznik firmy Microsoft został zaproje
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Zestaw aplikacji Oracle jest wykorzystywany przez wiele znaczących przedsiębiorstw biznesowych oraz organizacji sektora publicznego na całym świecie. Oracle E-Business Suite jest najbardziej wszechstronnym zestawem zintegrowanych aplikacji dla dużych przedsiębiorstw, umożliwiającym podejmowanie lepszych decyzji, redukcję kosztów i zwiększani
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Podwójny zestaw szkoleniowy (Dla czytelników eBook'a obraz dysku CD towarzyszącego książce jest dostępny na stronie wydawcy - dokładny link podano we wstępie eBook'a). Książka pozwala zdobyć umiejętności przydane w pracy i wymagane na egzaminie MCTS 70-432. Stosując własne tempo można przerobić kolejne lekcje, wyczerpujące każ
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Skuteczna nauka programu Microsoft Access 2013 Przekonaj się, jak łatwo i szybko możesz się nauczyć tworzyć własne bazy danych przy użyciu Microsoft Access 2013. Korzystając z książek serii Krok po kroku sam określasz tempo nabywania i utrwalania niezbędnych umiejętności, po prostu wtedy, kiedy są one potrzebne! Budowanie niestandardowych baz danyc
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Praktyczny przewodnik po podstawach SQL Database Rozszerz swoje umiejętności i samodzielnie poznaj podstawy platformy Microsoft Azure SQL Database. Jeśli jesteś doświadczonym projektantem oprogramowania lub specjalistą od baz danych, ale nowicjuszem w dziedzinie chmury Microsoft Azure lub SQL Database, znajdziesz tu wskazówki, ćwiczenia i przykłady
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Książka pozwala opanować techniki modelowania i analizy danych, umożliwiające przekształcanie danych w końcowe wnioski. Od ponad 10 lat Wayne Winston uczy klientów korporacyjnych i studentów MBA najbardziej efektywnych sposobów wykorzystywania programu Excel do pomocy w rozwiązywaniu problemów biznesowych i podejmowaniu
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Przewodnik po szybkim przetwarzaniu danych na wyniki. Przekształć swoje umiejętności, dane i swój biznes i twórz własne rozwiązania BI, używając programu, który już znasz i lubisz: Microsoft Excel. Dwaj eksperci w dziedzinie business intelligence (BI) wprowadzą Czytelnika w świat funkcjonalności PowerPivot, skupiając się na rze
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Praktyczny przewodnik po podstawach usług SQL Server Analysis Services. Dowiedz się, jak tworzyć, zarządzać i udostępniać kostki przetwarzania anlitycznego w trybie online (OLAP) krok po kroku. Bez względu na to, czy jesteś projektantem, administratorem czy biznesmanem, ten praktyczny podręcznik pokazuje, jak tworzyć rozwiązania analizy biznesowej
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Opanuj zaawansowane techniki programowania w języku T-SQL i implementuj niezawodne rozwiązania Poznaj efektywne konstrukcje programistyczne i tajniki T-SQL - języka programowania baz danych wbudowanego w SQL Server. Ekspert w dziedzinie T-SQL Itzik Ben-Gan wraz z kolegami z zespołu Microsoft SQL Server i nie tylko zaprezentują praktyczne, zaawansow
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Opanuj mechanizmy zaawansowanych zapytań i dostrajania, aby uzyskać szybszy i bardziej skalowalny kod Zespół autorów o wszechstronnej wiedzy na temat T-SQL pokazuje, jak radzić sobie z najtrudniejszymi problemami dotyczącymi zapytań opartych na zbiorach. Książka pozwala pogłębić wiedzę na temat architektury i wewnętrznych mechanizm&oa
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Dowiedz się, jak: Instalować i konfigurować usługi Reporting Services Odpowiednio wykorzystywać narzędzia Report Builder oraz Report Designer Tworzyć interaktywne, dostępne online raporty, które umożliwiają użytkownikom sortowanie i filtrowanie danych Dodawać wykresy i mierniki służące do wizualnej prezentacji danych Instalować raporty w sys
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Podręczny i precyzyjny, przewodnik kieszonkowy, które podaje gotowe recepty dotyczące administrowania SQL Server 2008. Jego tematyka koncentruje się na zadaniach podstawowej obsługi i konserwacji przy użyciu tabel z przeglądami, instrukcji oraz list. Zyskujemy informację potrzebną do rozwiązywania problemów oraz wykonania pracy - niez
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Buduj elastyczne i dobrze reagujące rozwiązania analizy biznesowej (BI) Analizuj dane tabelaryczne za pomocą semantycznego modelu BI (BISM) w usługach SQL Server 2012 Analysis Services i odkrywaj prostszy sposób tworzenia rozwiązań BI na poziomie biznesowym. Pod kierunkiem ekspertów z dziedziny BI naucz się, jak budować, wdrażać i prz
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Połącz w jedną całość dane pochodzące z różnych źródeł i usprawnij analizy biznesowe! Buduj i zarządzaj rozwiązaniami integracji danych pod kierunkiem ekspertów z zespołu projektowego Microsoft SQL Server Integration Services (SSIS). Zobacz w działaniu najlepsze praktyki i pogłębione informacje o motorze SSIS, katalogu SSISDB czy funkcjach zabezpie
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Praktyczny przewodnik po projektowaniu i zarządzaniu bazami danych SQL Server 2012 Samodzielnie opanuj posługiwanie się oprogramowaniem SQL Server 2012 krok po kroku. Idealny dla początkujących administratorów i projektantów baz danych, podręcznik ten przedstawia praktyczne ćwiczenia i techniki, które pozwolą zarządzać bazami d
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Niniejsza książka demonstruje metody optymalizowania kwerend oraz efektywnego rozwiązywania różnego typu problemów przy użyciu funkcji okna w języku T-SQL. Itzik Ben-Gan, ekspert w zakresie języka T-SQL, tłumaczy, w jaki sposób realizować obliczenia na zbiorach wierszy w uniwersalny, czytelny i wydajny sposób. Książka st
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Microsoft SQL Server 2012 Podstawy języka T-SQL Poznaj działanie T-SQL i buduj lepsze zapytania Opanuj podstawy języka Transact-SQL projektuj własny kod zapytań i modyfikowania danych w systemie Microsoft SQL Server 2012. Ekspert w dziedzinie SQL Server wyjaśnia koncepcje działania mechanizmów zapytań i programowania w języku T-SQL, a ć
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Microsoft SQL Server 2012 Reporting Services Użyj swoich umiejętności do tworzenia i zarządzania kluczowymi raportami Twórz interaktywne raporty analiz biznesowych przy użyciu platformy SQL Server 2012 Reporting Services, by ułatwić podejmowanie natychmiastowych decyzji. Ekspert w zakresie produktu SQL Server, Stacia Misner, szczegółowo opisuje, ja
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Kompleksowe studium kluczowych funkcji SQL Server 2008 pomaga w rozwinięciu umiejętności programistycznych. Przedstawia nowe podstawowe możliwości oraz praktyczne wskazówki i użyteczne przykłady kodu opracowane przez doświadczonych programistów. To obowiązkowa lektura dla programistów Microsoft .NET oraz SQL Server wykorzystują
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Niezbędny przewodnik po programowych funkcjach Microsoft SQL Server 2012 Podnieś swoje umiejętności programowania baz danych na nowy poziom, pozwalający na tworzenie własnych aplikacji przy użyciu narzędzi programistycznych dostarczanych wraz z serwerem SQL Server 2012. Ten podręcznik pokazuje, w jaki sposób projektować, testować i wdrażać b
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Praktyczny i podręczny przewodnik dla administratorów serwera SQL Server! Ten podręczny i precyzyjny poradnik kieszonkowy dostarcza gotowych odpowiedzi na wiele pytań związanych z administrowaniem serwerem SQL Server 2012. Zamieszczone w nim tabele, instrukcje i listy pozwolą Ci skupić się na podstawowych działaniach oraz na wykonywanych co
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Ten zrozumiały elementarz pomoże Ci zrozumieć, jak używać metod Bayesowskich poprzez jasne wyjaśnienia i zabawne przykłady. Będziesz polował na UFO, aby zbadać codzienne rozumowanie, a także obliczysz czy Han Solo przeżyje podróż przez pole asteroid używając rozkładów prawdopodobieństwa. Te zróżnicowane ćwiczenia pomogą Ci stworzyć elastyczny i rze
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Updated to include the new features introduced in PostgreSQL 13, this book shows you how to build better PostgreSQL applications and administer your PostgreSQL database efficiently. You'll master the advanced features of PostgreSQL and develop the skills you need to build secure and highly available database solutions.
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Niniejszy podrecznik został przygotowany z mysla o studentach, głównie uczelni technicznych, ale moze byc wykorzystywany przez wszystkie zainteresowane osoby do samodzielnego opracowywania danych doswiadczalnych. W zwiezły sposób przedstawiono w nim podstawowe zagadnienia rachunku prawdopodobienstwa oraz statystyki opisowej i matematy
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Put your data science knowledge to work with this practical guide to statistics. You'll understand the working mechanism of each method used and find out how data science algorithms function. This book will help you learn the statistical techniques required for key model building and functioning using Python.
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Explore and work with various Microsoft Azure services for real-time Data Analytics Key Features Understanding what Azure can do with your data Understanding the analytics services offered by Azure Understand how data can be transformed to generate more data Understand what is done after a Machine Learning model is built Go through some Data A
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Algorithmic trading, once the exclusive domain of institutional players, is now open to small organizations and individual traders using online platforms. The tool of choice for many traders today is Python and its ecosystem of powerful packages. In this practical book, author Yves Hilpisch shows students, academics, and practitioners how to use Py
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Whether you're a beginner just learning how to create data visualizations or a Jedi who's already used Tableau for years, this cookbook has a recipe for everyone. Author Lorna Brown provides more than 100 practical recipes to enhance the way you build Tableau dashboards--and helps you understand your data through the power of Tableau Desktop's inte
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A Cookbook that will help you implement Machine Learning algorithms and techniques by building real-world projects Key Features Learn how to handle an entire Machine Learning Pipeline supported with adequate mathematics. Create Predictive Models and choose the right model for various types of Datasets. Learn the art of tuning a model to improve
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Reinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This exciting development avoids constraints found in traditional machine learning (ML) algorithms. This practical book shows data science and AI professionals how to l
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You may know SQL basics, but are you taking advantage of its expressive power? This second edition applies a highly practical approach to Structured Query Language (SQL) so you can create and manipulate large stores of data. Based on real-world examples, this updated cookbook provides a framework to help you construct solutions and executable examp
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