Dane - ebooki
Ebooki z kategorii: Dane dostępne w księgarni Helion
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Learn how to build an end-to-end data to AI solution on Google Cloud using Vertex AI KEY FEATURES Harness the power of AutoML capabilities to build machine learning models. Learn how to train custom machine learning models on the Google Cloud Platform. Accelerate your career in data analytics by leveraging the capabilities of GCP. DESCRIPTIO-
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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Extending Business Central with the Power Platform is a step-by-step guide for Business Central professionals to create solutions that automate business processes, explain complex workflow approvals, and integrate with hundreds of other systems, without traditional development. It'll guide you in customizing Business Central with Power Platform.
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ebook
(134,10 zł najniższa cena z 30 dni)
69.73 zł
149.00 zł(-53%) -
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This comprehensive guide takes you on a panoramic journey, providing practical solutions based on well-established patterns and industry standards for Java solutions. From data storage options to SQL, NoSQL, and NewSQL technologies, this book equips you with essential knowledge to make informed decisions.
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ebook
(125,10 zł najniższa cena z 30 dni)
65.05 zł
139.00 zł(-53%) -
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A practical guide to using Excel for decision making, forecasting, optimization, and more KEY FEATURES Solve a wide range of decision-making problems in operations, finance, and statistics. Build and use Excel models to analyze data and make informed decisions. Use the Excel Solve function to find the optimal solution to a problem. DESCRIPTI
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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Ta książka jest trzecim, zmienionym i zaktualizowanym, wydaniem znakomitego przewodnika dla analityków biznesowych, dzięki któremu bezproblemowo rozpoczniesz pracę z Power BI i w pełni wykorzystasz jego możliwości. Po przeczytaniu jej będziesz lepiej rozumiał, w jaki sposób w pełni wykorzystać potencjał Power BI do tworzenia efektywnych strategii b
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książka
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ebook
(47,40 zł najniższa cena z 30 dni)
47.40 zł
79.00 zł(-40%) -
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Transform raw data into actionable insights by collecting, cleaning, analyzing, and visualizing data KEY FEATURES Use data analytics to create insights that drive better decision making. Create interactive visualizations that communicate data insights to stakeholders. Use visualizations to communicate the findings of your analysis in a way th
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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A hands-on guide to building and deploying deep learning models with Python KEY FEATURES Acquire the skills to perform exploratory data analysis, uncover insights, and preprocess data for deep learning tasks. Build and train various types of neural networks, including Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs). G
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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What will you learn from this book?Want to learn the Python language without slogging your way through how-to manuals? With Head First Python, you'll quickly grasp Python's fundamentals by working with built-in data structures and functions. You'll build your very own web app, which—once it's ready for prime time—runs in the cloud. You'
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ebook
(186,15 zł najniższa cena z 30 dni)
29.90 zł
229.00 zł(-87%) -
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Książka jest adresowana do wszystkich, którzy chcą budować, rozwijać i skalować systemy NLP w środowisku biznesowym, a także dostosowywać je do swojej branży. Opisuje tworzenie rzeczywistych aplikacji NLP. Omawia pełny cykl życia typowego projektu NLP, od zbierania danych po wdrożenie i monitorowanie modelu. Przedstawia studia przypadków i przewodn
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książka
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ebook
(65,40 zł najniższa cena z 30 dni)
65.40 zł
109.00 zł(-40%) -
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Baseball is not the only sport to use "moneyball." American football fans, teams, and gamblers are increasingly using data to gain an edge against the competition. Professional and college teams use data to help select players and identify team needs. Fans use data to guide fantasy team picks and strategies. Sports bettors and fantasy football play
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ebook
(186,15 zł najniższa cena z 30 dni)
29.90 zł
229.00 zł(-87%) -
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Quickly detect, troubleshoot, and prevent a wide range of data issues through data observability, a set of best practices that enables data teams to gain greater visibility of data and its usage. If you're a data engineer, data architect, or machine learning engineer who depends on the quality of your data, this book shows you how to focus on the p
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ebook
(186,15 zł najniższa cena z 30 dni)
29.90 zł
229.00 zł(-87%) -
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There are several reasons why probabilistic machine learning represents the next-generation ML framework and technology for finance and investing. This generative ensemble learns continually from small and noisy financial datasets while seamlessly enabling probabilistic inference, retrodiction, prediction, and counterfactual reasoning. Probabilisti
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ebook
(228,65 zł najniższa cena z 30 dni)
29.90 zł
269.00 zł(-89%) -
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This is a reference handbook that'll enable enterprise data and AI architects to create best-in-class architectures for data engineering, data science, data warehousing, and data serving on Azure. This book also serves as a reference to help cloud architects to understand the operations required for building optimal architectures.
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ebook
(134,10 zł najniższa cena z 30 dni)
69.73 zł
149.00 zł(-53%) -
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This book helps you understand the concepts of the FastAPI framework, including its powerful dependency injection system. You'll learn to build tested and reliable data science apps in Python using FastAPI, explore machine learning models, and deploy them to the web.
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ebook
(134,10 zł najniższa cena z 30 dni)
69.73 zł
149.00 zł(-53%) -
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Data wrangling involves cleaning and organizing complex data sets for analysis. This book guides you in connecting to AWS services and using its data wrangling tools for effective data analytics, even when the data sources are multiple and organizing it might look challenging.
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ebook
(107,10 zł najniższa cena z 30 dni)
55.69 zł
119.00 zł(-53%) -
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This book is an essential guide for anyone seeking to transform raw, unstructured data into meaningful insights. It simplifies the complex process of data wrangling by leveraging SQL commands such as aggregate functions, subqueries, and window functions, and is suitable for professionals looking to master the art of data wrangling.
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Data Wrangling with SQL. A hands-on guide to manipulating, wrangling, and engineering data using SQL
(98,10 zł najniższa cena z 30 dni)
51.01 zł
109.00 zł(-53%) -
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With Responsible AI in the Enterprise, you'll delve into explainable AI, robust ML monitoring, and model governance, while exploring fairness and interpretability toolkits from major cloud providers. You'll master bias mitigation techniques and be ready to apply them in real-world scenarios with FairLearn and Responsible AI Toolbox.
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ebook
(125,10 zł najniższa cena z 30 dni)
65.05 zł
139.00 zł(-53%) -
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Regularization in machine learning is the wheel that assists deployment in production. This book not only provides tools to diagnose the need for regularization, but it also gives you ready-to-use tools to regularize tabular-data models, NLP models, and computer vision models.
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ebook
(161,10 zł najniższa cena z 30 dni)
83.77 zł
179.00 zł(-53%) -
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This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems, from loading data to training models and leveraging neural networks.Each
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ebook
(228,65 zł najniższa cena z 30 dni)
29.90 zł
269.00 zł(-89%) -
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AI is a tool that demands a deeper understanding of where and how to use it. By becoming Citizens of Data Science, we can actively participate in where and how AI is used to improve the human condition. With the help of this guide, you'll get to grips with the relevant AI and data concepts that will help you make the most of the AI revolution.
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ebook
(80,91 zł najniższa cena z 30 dni)
39.90 zł
89.90 zł(-56%) -
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The definitive guide to installing and configuring IBM FileNet Information Management software KEY FEATURES Get guidance on installation and configuration, including troubleshooting. Prepare thoroughly for installation to ensure a smooth and successful deployment. Install or upgrade Case Manager, Content Search, Case Analyzer, Monitor Dashboar
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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Czy firma, w której pracujesz, ma tak dużo danych, że nie wiesz, co z nimi zrobić ani nie potrafisz ich zrozumieć? Microsoft Power BI to dająca duże możliwości intuicyjna platforma, która pomaga przekształcać surowe dane w informacje umożliwiające podejmowanie działań, i to bez konieczności przechodzenia długich szkoleń lub uczenia się programowani
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książka
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ebook
(47,40 zł najniższa cena z 30 dni)
47.40 zł
79.00 zł(-40%) -
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With the rapid rise of graph databases, organizations are now implementing advanced analytics and machine learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database model
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ebook
(186,15 zł najniższa cena z 30 dni)
29.90 zł
229.00 zł(-87%) -
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Unleash the power of Excel for advanced data analysis, automation, and productivity KEY FEATURES Build a solid foundation in Excel by learning the basics, including the creation and formatting cells, sheets, and workbooks. Explore advanced Excel techniques, including formulas, data analysis, and VBA macros. Discover the potential of ChatGPT fo
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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Modern systems contain multi-core CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to leverage this parallelism. With this short but thorough resource, data scientists and Python programmers will learn how the Dask open source library for parallel computing provides APIs that make it e
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ebook
(228,65 zł najniższa cena z 30 dni)
29.90 zł
269.00 zł(-89%) -
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Ten znakomity podręcznik programowania dla początkujących sprawi, że nauka PHP i MySQL będzie przyjemna i efektywna. Został pomyślany tak, aby po zapoznaniu się z najpotrzebniejszymi, kluczowymi informacjami szybko przystąpić do tworzenia stron internetowych ― i w ten sposób wraz z przyswajaniem wiedzy rozwijać umiejętności. Książka zawiera m
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książka
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ebook
(38,90 zł najniższa cena z 30 dni)
38.90 zł
129.00 zł(-70%) -
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How many buyers will an additional dollar of online marketing bring in? Which customers will only buy when given a discount coupon? How do you establish an optimal pricing strategy? The best way to determine how the levers at our disposal affect the business metrics we want to drive is through causal inference.In this book, author Matheus Facure, s
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ebook
(228,65 zł najniższa cena z 30 dni)
29.90 zł
269.00 zł(-89%) -
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Data has been a missing part of most academic curriculums for a long time, and we're all being affected. During challenging times, creating a data-informed culture can help you pivot quickly or prevent expensive missteps. Developing a data curious organization will take advantage of the burgeoning data resources available as a result of increasing
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ebook
(135,15 zł najniższa cena z 30 dni)
29.90 zł
159.00 zł(-81%) -
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Visualize, analyze, and optimize your data with Grafana KEY FEATURES Explore AIOps monitoring with Grafana for optimized operations and proactive decision making. Discover how to conduct performance testing using Grafana. Master the art of designing Grafana dashboards and visualizations. DESCRIPTION Grafana, a popular open-source observabili
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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Praca dotyczy tematyki zarządzania ryzykiem w transporcie drogowym z wykorzystaniem algorytmów sztucznej inteligencji w procesach przewozowych do minimalizacji zdarzeń niebezpiecznych. Wartością poznawczą przeprowadzonych badań jest opracowanie autorskich, oryginalnych modeli zarządzania ryzykiem w transporcie drogowym wraz z ich algorytmizacją nar
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ebook
(24,30 zł najniższa cena z 30 dni)
28.05 zł
33.00 zł(-15%) -
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Transforming data into actionable insights using Python KEY FEATURES Gain a comprehensive understanding of data visualization and exploratory data analysis (EDA) using Python. Discover valuable insights and patterns in data through visual analysis. Master the art of effectively communicating complex concepts by creating compelling and impactfu
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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Dzięki tej książce płynnie rozpoczniesz pracę z Tableau 2022 i nauczysz się wizualizacji danych. Dowiesz się, jak je analizować i przedstawiać w formie graficznej, a także jak opowiadać oparte na nich historie. W tym wydaniu ujęto najnowsze funkcje programu, między innymi rozszerzenia pulpitów nawigacyjnych, Explain Data i integrację z CRM Analytic
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książka
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ebook
(41,90 zł najniższa cena z 30 dni)
41.90 zł
139.00 zł(-70%) -
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Ta książka jest trzecim, starannie zaktualizowanym wydaniem wyczerpującego przewodnika po narzędziach analitycznych Pythona. Uwzględnia Pythona 3.0 i bibliotekę pandas 1.4. Została napisana w przystępny sposób, a poszczególne zagadnienia bogato zilustrowano przykładami, studiami rzeczywistych przypadków i fragmentami kodu. W trakcie lektury nauczys
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książka
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ebook
(71,40 zł najniższa cena z 30 dni)
71.40 zł
119.00 zł(-40%) -
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Głębokie sieci neuronowe mają niesamowity potencjał. Osiągnięcia ostatnich lat nadały procesom uczenia głębokiego zupełnie nową jakość. Obecnie nawet programiści niezaznajomieni z tą technologią mogą korzystać z prostych i niezwykle skutecznych narzędzi, pozwalających na sprawne implementowanie programów uczących się z danych.
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książka
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ebook
(107,40 zł najniższa cena z 30 dni)
107.40 zł
179.00 zł(-40%) -
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This book shows you how dbt makes it easy to build professional data platforms using simple SQL. You'll learn about the use of patterns, tests, and architecture in dbt to break the complexity of a data platform in its components, to let dbt handle the boilerplate code, and support automation and collaboration in your team with your git provider.
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ebook
(125,10 zł najniższa cena z 30 dni)
65.05 zł
139.00 zł(-53%) -
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This comprehensive guide explores the benefits of using data contracts to improve data quality in modern data platforms. With a focus on accountability and governance, this book provides practical tips and best practices for implementing data contracts in your organization and building a true data-driven culture.
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ebook
(125,10 zł najniższa cena z 30 dni)
65.05 zł
139.00 zł(-53%) -
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This book provides a comprehensive introduction to Bayesian deep learning methods for machine learning researchers and practitioners. It discusses the importance of uncertainty in machine learning, covers numerous methods for uncertainty-aware deep networks, and provides detailed code examples in Python to assist you throughout your exploration.
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ebook
(161,10 zł najniższa cena z 30 dni)
83.77 zł
179.00 zł(-53%) -
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Exploratory Data Analysis in Python is a practical resource that helps you to learn techniques, libraries, and steps for uncovering patterns and actionable insights embedded in tabular, time series, and textual data. This book gets you started with implementing the various EDA techniques for data analysis or ML projects using Python.
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ebook
(134,10 zł najniższa cena z 30 dni)
69.73 zł
149.00 zł(-53%) -
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This book teaches you how to manage and analyze your geospatial data using the cloud. You'll discover how to ingest, manage, and analyze geospatial data from various sources using S3, DynamoDB, RDS, Redshift, and Athena, along with exploring powerful location-based services like geocoding, routing, and geofencing using Amazon Location Service.
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ebook
(125,10 zł najniższa cena z 30 dni)
65.05 zł
139.00 zł(-53%) -
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Graph Data Modeling with Python is your guide to building real-world use cases of how to prepare graph data for modeling, converting tabular to graph data structures, and working through simple graph use cases using degree centrality. Using the Python packages igraph and NetworkX, you'll build your skills in various types of graph analytics.
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ebook
(125,10 zł najniższa cena z 30 dni)
65.05 zł
139.00 zł(-53%) -
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Natural language understanding can address a wide range of problems, from managing smart homes to chatbots to creative writing. Natural Language Understanding with Python covers the full range of techniques for understanding natural language, including the new large language models. With clear explanations and examples, this book will equip you to
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ebook
(134,10 zł najniższa cena z 30 dni)
69.73 zł
149.00 zł(-53%) -
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This book covers the development of the iSAX index in Python and its usage with other Python scripts. People working with time series will enjoy using the iSAX index because it will make their lives easier and simpler and their programs faster. This book balances theory and practice for working with time series and time series indexing in Python.
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ebook
(134,10 zł najniższa cena z 30 dni)
69.73 zł
149.00 zł(-53%) -
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Learn how to create stunning user interfaces using the tkinter Python library KEY FEATURES Explore the art of presenting information effectively using display widgets like labels, text boxes, images, and buttons. Delve into advanced topics like working with images, canvas drawing, database interactions, and handling multiple windows. Develop t
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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Autorzy, Joe Reis i Matt Housley, przeprowadzą Cię przez cykl życia inżynierii danych i pokażą, jak połączyć różne technologie chmurowe, aby spełnić potrzeby konsumentów danych w dolnej części strumienia przetwarzania. Dzięki lekturze tej książki dowiesz się, jak zastosować koncepcje generowania, pozyskiwania, orkiestracji, przekształcania, przecho
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(71,40 zł najniższa cena z 30 dni)
71.40 zł
119.00 zł(-40%) -
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A step-by-step guide to building web applications with the MEAN stack KEY FEATURES Gain a comprehensive understanding of full stack development and the MEAN stack. Implement automated testing using Supertest and JEST for reliable and efficient code testing. Understand the importance of deployment with containers. DESCRIPTION The MEAN stack,
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying information. How do you cr
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ebook
(254,15 zł najniższa cena z 30 dni)
29.90 zł
309.00 zł(-90%) -
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A practical guide that will help you learn and leverage PostgreSQL's core features KEY FEATURES Acquire in-depth knowledge of PostgreSQL's key capabilities and gain a comprehensive understanding of its inner workings. Discover the art of extending PostgreSQL's core features and effectively troubleshooting any challenges that may arise. Explore
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ebook
(89,91 zł najniższa cena z 30 dni)
46.15 zł
99.90 zł(-54%) -
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Decision intelligence (DI) has been widely named as a top technology trend for several years, and Gartner reports that more than a third of large organizations are adopting it. Some even say that DI is the next step in the evolution of AI. Many software vendors offer DI solutions today, as they help organizations implement their evidence-based or d
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ebook
(186,15 zł najniższa cena z 30 dni)
29.90 zł
229.00 zł(-87%) -
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A step-by-step journey into full-stack iOS development with Swift and Vapor KEY FEATURES Learn how to leverage Vapor to build robust backend systems for your iOS applications. Seamlessly integrate frontend and backend components in your full-stack iOS application. Learn to configure servers and successfully launch your app in a live environmen
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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Zapytania i modyfikowanie danych przy użyciu T-SQL Opanuj podstawy języka T-SQL i pisz poprawny niezawodny kod dla odpytywania i modyfikowania danych w Microsoft SQL Server 2022 i Azure SQL Database i Azure SQL Managed Instance. Itzik Ben-Gan, wieloletni MVP w dziedzinie Microsoft Data Platform, wyjaśnia kluczowe koncepcje języka T-SQL i pomaga
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ebook
(101,75 zł najniższa cena z 30 dni)
69.43 zł
119.70 zł(-42%) -
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Turn your R code into packages that others can easily install and use. With this fully updated edition, developers and data scientists will learn how to bundle reusable R functions, sample data, and documentation together by applying the package development philosophy used by the team that maintains the "tidyverse" suite of packages. In the process
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ebook
(186,15 zł najniższa cena z 30 dni)
29.90 zł
229.00 zł(-87%) -
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Learn how to deploy complex machine learning models on single board computers, mobile phones, and microcontrollers KEY FEATURES Gain a comprehensive understanding of TinyML's core concepts. Learn how to design your own TinyML applications from the ground up. Explore cutting-edge models, hardware, and software platforms for developing TinyML.
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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Use R to turn data into insight, knowledge, and understanding. With this practical book, aspiring data scientists will learn how to do data science with R and RStudio, along with the tidyverse—a collection of R packages designed to work together to make data science fast, fluent, and fun. Even if you have no programming experience, this updat
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ebook
(228,65 zł najniższa cena z 30 dni)
29.90 zł
269.00 zł(-89%) -
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Unlock a world of job opportunities and accelerate your career growth by mastering MongoDB KEY FEATURES Master the fundamental principles of Schema Design, Querying, and Database Administration. Explore advanced topics, including Aggregation, Replication, and Sharding. Develop a fully functional application utilizing MongoDB Cloud Services. D
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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A comprehensive guide to SQL and NoSQL interview questions for software professionals KEY FEATURES Get familiar with different concepts and queries in SQL. Comprehensive coverage of different types of NoSQL databases. Understand the performance tuning strategies and best practices for NoSQL databases. DESCRIPTION In every software-based job
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ebook
(71,91 zł najniższa cena z 30 dni)
35.90 zł
79.90 zł(-55%) -
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This book focuses on how machine learning can be used to solve cybersecurity issues such as fraud detection, malware analysis, deepfake identification, and misinformation detection. Each chapter covers the theory of the latest ML methods, and instructs readers in implementation, thus leading to an end-to-end understanding of the problem.
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ebook
(134,10 zł najniższa cena z 30 dni)
69.73 zł
149.00 zł(-53%) -
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Causal Inference and Discovery in Python is a comprehensive exploration of the theory and techniques at the intersection of modern causality and machine learning. It covers fundamental concepts of Pearlian causal inference, explains the theory, and provides step-by-step code examples for both traditional and advanced causal inference and discovery
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ebook
(134,10 zł najniższa cena z 30 dni)
69.73 zł
159.00 zł(-56%) -
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The Data Ingestion with Python Cookbook presents a collection of practical recipes to help you get started with the process of data ingestion from various sources or data files. This book offers a range of code recipes and solutions for creating efficient data ingestion pipelines while addressing common issues related to it.
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ebook
(107,10 zł najniższa cena z 30 dni)
55.69 zł
119.00 zł(-53%) -
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Modeling guides are often steeped in theory and formal language. The innovative approach taken in Data Modeling with Snowflake combines practical modeling concepts with Snowflake best practices and unique features, allowing you to create efficient designs that leverage the power of the Data Cloud.
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ebook
(170,10 zł najniższa cena z 30 dni)
88.45 zł
189.00 zł(-53%) -
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Financial Modeling using Quantum Computing is an intuitive guide with a minimalist and flexible approach that enables quick understanding and deployment of quantum machine learning solutions in the financial domain. It allows you to comprehend and tackle the uncharted territory of quantum computing and unearth its business applications.
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ebook
(98,10 zł najniższa cena z 30 dni)
51.01 zł
109.00 zł(-53%) -
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This book provides a solid introduction to the emerging field of neuro-symbolic AI. The chapters will guide you through the development of your first neuro-symbolic AI system and expose you to the upcoming developments in the field that will redefine the way in which AI interacts with our world.
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ebook
(107,10 zł najniższa cena z 30 dni)
55.69 zł
119.00 zł(-53%) -
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Embark on a workshop-style data journey in Power BI using Machine Learning with Microsoft Power BI and Azure OpenAI. Uncover modeling, analytics, and predictive analytics with Power BI machine learning. Discover AI features, R/Python integration, and OpenAI unlocking new possibilities.
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ebook
(134,10 zł najniższa cena z 30 dni)
69.73 zł
149.00 zł(-53%) -
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Foundation models are the future of machine learning and the backbone of Generative AI. Pretrain Vision and Large Language Models in Python provides you with the conceptual fundamentals, industry-proven best practices, and code snippets you need to help you get started on your large modeling projects at work, in research labs, or just for fun.
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ebook
(134,10 zł najniższa cena z 30 dni)
69.73 zł
149.00 zł(-53%) -
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MS Excel od ponad 20 lat towarzyszy studentom, naukowcom, ekonomistom, analitykom, a nawet paniom domu. Z każdą kolejną wersją jego możliwości rosną, a sam program jest coraz bardziej rozbudowywany. Nawet wprawni użytkownicy często miewają problemy z odnalezieniem potrzebnej opcji. Bywa też, że nowe lub udoskonalane funkcje Excela najzwyczajniej w
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With the expert help of Brett Lantz, you'll learn how to uncover key insights and make new predictions using this hands-on, practical guide to machine learning with R. This 10th Anniversary Edition features an overview of R and plenty of new use cases for advanced users. The book is fully updated to R 4.0.0, with newer and better examples and the m
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Improve your daily work efficiency and productivity using Microsoft Excel KEY FEATURES Get familiar with some of the most useful basic and advanced features in Excel. Discover important Excel functions that can quickly and easily perform calculations and analysis. Get tips and tricks to become an expert in spreadsheets. DESCRIPTION Microsof
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Over the past 10 years, data analytics and data visualization have become essential components of an enterprise information strategy. And yet, the adoption of data analytics has remained remarkably static, reaching no more than 30% of potential users. This book explores the most important techniques for taking that adoption further: embedding analy
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The book is practically oriented and focusses on code snippets. The chapters will help you to understand the existing functionalities and limitations and cover the current trend of moving data to the cloud by emphasizing the importance of proper date and time management.
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Data lakes and warehouses have become increasingly fragile, costly, and difficult to maintain as data gets bigger and moves faster. Data meshes can help your organization decentralize data, giving ownership back to the engineers who produced it. This book provides a concise yet comprehensive overview of data mesh patterns for streaming and real-tim
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As legacy and other critical systems continue to migrate online, the need for continuous operation is imperative. Code has to handle data issues as well as hard external problems today, including outages of networks, storage systems, power, and ancillary systems. This practical guide provides system administrators, DevSecOps engineers, and cloud ar
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Data science is ever-evolving with new concepts and tools – and for someone working in this industry, it is a no-brainer that you have be on par with these advancements. This book will help you do just that with a curated list of 18 interviews with AI leaders on the latest advancements in the AI industry.
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The book helps you grasp images, text, audio, and tabular augmentation methods using real-world datasets from the Kaggle website. Throughout the chapters, you'll discover augmentation concepts and techniques, a review of available open source augmentation libraries, and a reinforcement learning section through Python Notebook coding exercises.
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This book shows you how to effectively use Power BI, covering everything from Fact tables and Dimension tables to different data modeling techniques. With the help of real-world scenarios, you'll be able to identify when, why, where, and how to prepare data to support an efficient Star Schema to satisfy business requirements.
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Between major privacy regulations like the GDPR and CCPA and expensive and notorious data breaches, there has never been so much pressure to ensure data privacy. Unfortunately, integrating privacy into data systems is still complicated. This essential guide will give you a fundamental understanding of modern privacy building blocks, like differenti
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A step-by-step guide that will teach you how to deploy TinyML on microcontrollers KEY FEATURES Deploy machine learning models on edge devices with ease. Leverage pre-built AI models and deploy them without writing any code. Create smart and efficient IoT solutions with TinyML. DESCRIPTION TinyML, or Tiny Machine Learning, is used to enable m
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A practical guide that will help you transform your data into actionable insights with Azure Synapse Analytics KEY FEATURES Explore the different features in the Azure Synapse Analytics workspace. Learn how to integrate Power BI and Data Governance capabilities with Azure Synapse Analytics. Accelerate your analytics journey with the no-code/lo
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Hands-On Computer Vision with Detectron2 enables deep learning developers to get up to speed with the nuances of solving computer vision tasks. The book also helps you understand the architecture and theoretical concepts of Detectron2, as well as prepare data and train and fine-tune models for future vision applications in modern businesses.
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Hands-On Graph Neural Networks Using Python is a comprehensive guide to building and training graph neural networks for a variety of real-world applications. With clear explanations and plenty of hands-on examples, this book is a valuable resource for anyone looking to learn about and apply graph neural networks to their own projects.
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To drugie, w pełni zaktualizowane wydanie przewodnika dla początkujących, dzięki któremu szybko zdobędziesz praktyczne umiejętności korzystania z rozbudowanej platformy Power BI. Najpierw zapoznasz się z podstawami analityki biznesowej i sposobami realizowania projektów w tym obszarze. Nauczysz się krok po kroku pobierać, oczyszczać i przekształcać
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As data management continues to evolve rapidly, managing all of your data in a central place, such as a data warehouse, is no longer scalable. Today's world is about quickly turning data into value. This requires a paradigm shift in the way we federate responsibilities, manage data, and make it available to others. With this practical book, you'll
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Principles of Data Fabric presents an overview of what Data Fabric solutions are, the business value they offer, and how they address various data challenges to manage dispersed data and technologies. This book teaches you about distributed data architecture components and highlights key considerations needed to build or buy a Data Fabric solution.
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This book introduces the main quantum algorithms that are currently used in optimization and machine learning. The approach is hands-on, with examples that can be run on simulators and actual quantum computers. The algorithms are explained in full detail, without sacrificing rigor, but, at the same time, keeping mathematical prerequisites to a mini
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This book will help you get to grips with time series forecasting using the leading open source forecasting tool, Prophet. You'll learn how to implement Prophet's advanced features to build forecasting models and understand why and how to modify each of the default parameters to improve results.
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SQL Query Design Patterns and Best Practices is a practical guide to making queries more efficient and maintainable. This book will help you improve your skills for writing complex queries, formatting, optimizing common query issues, and applying new techniques such as windowing and time-series functionality.
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A hands-on guide that will help you to write clean and efficient code in Python KEY FEATURES Get familiar with the core and advanced Python concepts. Work with the most used Data Science libraries in Python. Take the first step towards your coding goals with Python for Everyone. DESCRIPTION Python is one of the most popular programming langu
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Deepfakes is a practical application of machine learning for face replacement and generative AI and is one of the most impactful – yet controversial – new uses of machine learning. You'll learn to produce your own deepfakes videos, while keeping in mind the ethical implications of the technology.
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Implementujemy wirtualnego kierowcę przy pomocy sieci neuronowych i algorytmu ewolucyjnego Czy wam również zdarzyło się użyć jakiegoś sformułowania, które umieszczone w odpowiednim kontekście było całkowicie sensowne, ale wyrwane z tegoż kontekstu brzmiało całkowicie absurdalnie? Moim dotychczasowym faworytem jest komentarz w kodzi
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Learn how to build end-to-end scalable machine learning solutions with Apache Spark. With this practical guide, author Adi Polak introduces data and ML practitioners to creative solutions that supersede today's traditional methods. You'll learn a more holistic approach that takes you beyond specific requirements and organizational goals--allowing d
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Oto praktyczny przewodnik po wersji 3.0 systemu Spark, metodach statystycznych i rzeczywistych zbiorach danych. Omówiono w nim zasady rozwiązywania problemów analitycznych za pomocą interfejsu PySpark, z wykorzystaniem dobrych praktyk programowania w systemie Spark. Po lekturze można bezproblemowo zagłębić się we wzorce analityczne oparte na popula
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This is a book for anyone who wants to quickly learn to apply spatial thinking and leverage Geospatial Data Science in Python to better comprehend problem statements and come up with the best possible results.
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Network Science with Python provides a hands-on approach to the theory and implementation of network science. You'll get a comprehensive explanation of how to use graph networks for data science using Python.
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Za pomocą Trino, wysoce wydajnego, rozproszonego silnika zapytań SQL, przeprowadzisz szybkie, interaktywne analizy różnorodnych źródeł danych. W drugim wydaniu tego praktycznego przewodnika dowiesz się, jak analizować dane w miejscu, w którym się znajdują, niezależnie czy jest to jezioro danych obsługiwane przez system Hive, nowoczesny lakehouse ob
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This is a practical workbook that analyzes past Kaggle competitions in hopes of helping readers understand the best practices on how to approach future challenges. With the help of this workbook, readers will experience the case studies as if they themselves were part of the competitions and gain hands-on experience on how to approach their first K
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Data Wrangling with R covers the most modern ways to make data ready for exploration or modeling in detail. The book covers libraries from the tidyverse package, such as tidyr, dplyr, ggplot2, and lubridate to help you prepare your data for analysis. You'll also explore data visualization and modeling to create better graphics and projects with R.
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Ten przystępny przewodnik jest przeznaczony dla analityków danych, którzy chcą dobrze poznać proces tworzenia analitycznego zbioru danych i samodzielnie pisać kod niezbędny do uzyskania zamierzonego wyniku. Przedstawiono w nim składnię języka SQL oraz zasady budowania szybko działających zapytań do dużych zbiorów danych. Dokładnie wyjaśniono reguły
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Learn Azure Synapse Data Explorer covers advanced analytics and data science scenarios with the use of free-text and semi-structured data from an application log and device telemetry. The book takes an end-to-end approach to work with data ingestion and data science experiments through dashboarding.
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Combing the web is simple, but how do you search for data at work? It's difficult and time-consuming, and can sometimes seem impossible. This book introduces a practical solution: the data catalog. Data analysts, data scientists, and data engineers will learn how to create true data discovery in their organizations, making the catalog a key enabler
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