Dane - ebooki
Ebooki z kategorii: Dane dostępne w księgarni Helion
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This cookbook is an end-to-end guide for efficiently navigating the enterprise apps in Microsoft Office 365. It walks you through carrying out everyday tasks in SharePoint Online, Teams, Viva, Planner, and Power Platform with assistance from Copilot.-
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ebook
(51,01 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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This book provides a comprehensive guide to leveraging the immense potential of transformers for NLP and vision tasks. It covers the architectural innovations that have led to unprecedented natural language capabilities, along with the associated risks and mitigation strategies.
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ebook
(69,73 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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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-premises. You'll learn how to transform, clean, and consolidate data into a single data platform and get to grips with ADF
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ebook
(74,41 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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Prezentowane opracowanie dotyczy różnych modeli i metod stosowanych w uczeniu maszynowym. W szczególności, w poszczególnych rozdziałach przedstawione są takie zagadnienia, jak: regresja liniowa; klasyfikatory KNN; klasyfikatory Bayesa; modele matematyczne drzew decyzyjnych; sieci neuronowe MLP; sieci RBF; sieci SVM do klasyfikacji i regresji; sieci
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ebook
(32,40 zł najniższa cena z 30 dni)
34.85 zł
41.00 zł(-15%) -
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Data miners survival kit for explainable, effective, and efficient algorithms enabling responsible decision-making KEY FEATURES Accessible, and case-based exploration of the most effective data mining techniques in Python. An indispensable guide for utilizing AI potential responsibly. Actionable insights on modeling techniques, deployment tech
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ebook
(46,15 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Master PHP fundamentals for efficient web development KEY FEATURES Hands-on approach with numerous examples for immediate application. Explaining advanced concepts with practical web development examples. Advanced techniques for secure coding and modern web development. DESCRIPTION This book covers a wide range of topics starting with the in
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ebook
(46,15 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Master data stewardship with industry best practices for building an effective data governance framework to optimize your workforce, processes, and technology, and elevate your organization's data maturity.
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ebook
(69,73 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Turn raw data into meaningful solutions KEY FEATURES Complete guide to master data science basics. Practical and hands-on examples in ML, deep learning, and NLP. Drive innovation and improve decision making through the power of data. DESCRIPTION Learn Data Science from Scratch equips you with the essential tools and techniques, from Python l
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ebook
(46,15 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Tę książkę docenią wszyscy zainteresowani eksploracją danych i uczeniem maszynowym, którzy chcieliby pewnie poruszać się w świecie nauki o danych. Pokazano tu, w jaki sposób Excel pozwala zobrazować proces ich eksplorowania i jak działają poszczególne techniki w tym zakresie. Przejrzyście wyjaśniono metody eksploracji danych, a następnie zaprezento
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książka
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ebook
(40,20 zł najniższa cena z 30 dni)
43.55 zł
67.00 zł(-35%) -
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Data fabric, data lakehouse, and data mesh have recently appeared as viable alternatives to the modern data warehouse. These new architectures have solid benefits, but they're also surrounded by a lot of hyperbole and confusion. This practical book provides a guided tour of these architectures to help data professionals understand the pros and cons
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ebook
(237,15 zł najniższa cena z 30 dni)
245.65 zł
289.00 zł(-15%) -
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Toolkit for unlocking the power of Amazon RDS and propelling businesses toward success in the digital age KEY FEATURES Explore Amazon RDS by covering basics to advanced MySQL management on the platform. Real-world examples and hands-on tutorials to apply gained knowledge to solve challenges. Latest features, tools, and best practices in Amazon
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ebook
(46,15 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud API
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ebook
(29,90 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Learn to unleash the power of AI creativity KEY FEATURES Understand the core concepts related to generative AI. Different types of generative models and their applications. Learn how to design generative AI neural networks using Python and TensorFlow. DESCRIPTION This book researches the intricate world of generative Artificial Intelligence
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ebook
(46,15 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Explore the full potential of MongoDB 7.0 with this comprehensive guide that offers powerful techniques for efficient data manipulation, application integration, and security. This intermediate-to-advanced level book empowers you to harness the power of the latest version of MongoDB.
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ebook
(121,21 zł najniższa cena z 30 dni)
242.10 zł
269.00 zł(-10%) -
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Bayesian inference uses probability distributions and Bayes' theorem to build flexible models. This book uses PyMC to abstract all mathematical and computational details from this process, allowing readers to solve a range of data science problems.
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ebook
(65,05 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Learn new techniques to ingest, transform, merge, and deliver trusted data to downstream users using modern cloud data architectures and Scala, and learn end-to-end data engineering that will make you the most valuable asset on your data team.
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ebook
(51,01 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Discover data labeling methods through Python libraries, ML algorithms, and generative AI with this guide covering best practices, advanced methods, and tools. This book will simplify model training for regression, classification, and clustering.
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ebook
(69,73 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Machine learning is an important driver of innovation in software products. This book will help you take your machine learning prototype to the next level and scale it up using concepts such as data provisioning, processing, and quality control.
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ebook
(65,05 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This hands-on guide will help you learn various strategies for managing data integrity and data quality using effective frameworks, tools, and strategies. Get ready to explore a range of methods and solutions for finance projects and requirements.
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ebook
(69,73 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This book is your complete guide to seamless ML operations on OpenShift. You'll master MLOps concepts, explore OpenShift Data Science, Pachyderm, and Intel OpenVino, along with the provision, configuration, and operationalization of the MLOps platform.
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ebook
(65,05 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Principles of Data Science provides an end-to-end framework for cultivating critical thinking about data, performing practical data science, building performant machine learning models, and mitigating bias in AI pipelines. Learn the fundamentals of computational math and stats while exploring modern machine learning and large pre-trained models.
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ebook
(55,69 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Unleash the hidden potential of Python to emerge as a change maker of contemporary industry KEY FEATURES Explore Python commands for RPA, workflows and hyperautomation. Concise chapters with lucid examples and elaborate codes that make learning interesting. Practical industry use case at the end of every chapter to highlight its real world app
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ebook
(46,15 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Unlock the power of MATLAB for machine learning with this comprehensive guide. From data handling to advanced techniques like deep learning, NLP, and anomaly detection, gain practical skills applicable across a range of AI applications.
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ebook
(69,73 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Unveiling insights, unleashing potential: Navigating the depths of data warehousing and mining for a data-driven tomorrow KEY FEATURES Explore concepts ranging from fundamentals to advanced techniques of data warehouses and data mining. Translate business questions into actionable strategies to make informed decisions. Gain practical implement
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ebook
(46,15 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Novice or expert, learn to simplify and optimize data transformations KEY FEATURES Practical approaches to cleansing, connecting and transforming data in Power Query. Real-life examples that readers can apply to their own work. Master Power Query for Excel and Power BI with step-by-step recipes. DESCRIPTION The Ultimate Power Query Cookbook
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ebook
(46,15 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Whether you are a technical or functional consultant, this book will help you master Power Platform tools and equip you for convergence scenarios, where Dataverse, the Power Platform, and Dynamics 365 F&O will unfold countless possibilities.
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ebook
(69,73 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This book covers the application of Julia v1.8.x in the areas of scientific computing and data science. The book will be of use to those with some previous knowledge of Julia or as a primer for programmers familiar with other scripting or compiled languages.
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ebook
(65,05 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Oto drugie, zaktualizowane i uzupełnione wydanie przewodnika po bibliotece Pandas. Dzięki tej przystępnej książce nauczysz się w pełni korzystać z możliwości oferowanych przez bibliotekę, nawet jeśli dopiero zaczynasz przygodę z analizą danych w Pythonie. Naukę rozpoczniesz z użyciem rzeczywistego zbioru danych, aby wkrótce rozwiązywać złożone prob
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książka
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ebook
(65,40 zł najniższa cena z 30 dni)
70.85 zł
109.00 zł(-35%) -
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Embark on the data journey with the ultimate guide to Snowflake mastery KEY FEATURES Learn about Snowflake cloud-based data architecture and its basics. Learn and implement Snowflakes unified features with use cases. Design and deploy robust enterprise data architectures with Snowflake. DESCRIPTION Handling ever evolving data for business ne
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ebook
(46,15 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Building modern applications with Java KEY FEATURES Recap your understanding of fundamental Java programming, including new features of Java 21. Explore how to use Java to interact with relational and NoSQL databases. Learn how to build full-stack web applications with Java. DESCRIPTION Code with Java 21 is a practical journey through one of
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ebook
(46,15 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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The world's businesses ingest a combined 2.5 quintillion bytes of data every day. But how much of this vast amount of data--used to build products, power AI systems, and drive business decisions--is poor quality or just plain bad? This practical book shows you how to ensure that the data your organization relies on contains only high-quality record
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ebook
(29,90 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python, and it also helps you create and backtest trading algorit
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ebook
(29,90 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Explore the full potential of MongoDB 7.0 with this comprehensive guide that offers powerful techniques for efficient data manipulation, application integration, and security. This intermediate-to-advanced level book empowers you to harness the power of the latest version of MongoDB.
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ebook
(102,49 zł najniższa cena z 30 dni)
206.10 zł
229.00 zł(-10%) -
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Navigating the Oracle landscape, mastering installation on OCI Compute KEY FEATURES Comprehend Oracle Database 21c installation, essential concepts, and advanced features. Focus on Oracle Cloud Infrastructure (OCI) Compute, to deploy databases in a cloud environment. Practical tips and best practices to optimize performance and troubleshoot ef
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ebook
(35,90 zł najniższa cena z 30 dni)
76.49 zł
84.99 zł(-10%) -
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Unlocking computer vision with Python and OpenCV KEY FEATURES Practical solutions to image processing challenges. Detect and classify objects in images. Recognize faces and text from images using character detection and recognition models. DESCRIPTION Neural Network Computer Vision with OpenCV equips you with professional skills and knowledg
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ebook
(35,90 zł najniższa cena z 30 dni)
76.49 zł
84.99 zł(-10%) -
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The book takes an objective, personalized and practical approach to designing the best database models while focusing on real-world examples and implementations with Google Cloud.
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ebook
(51,01 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Elevate your data quality monitoring and successfully implement data observability practices in your teams in a scalable way with this practical guide to addressing data issues, fostering improved collaborating post-adoption of these techniques.
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ebook
(51,01 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Gain in-depth knowledge of the essential resources and tools required to extract valuable insights from blockchain data with this comprehensive guide empowering you to contribute to the evolution of the next-generation internet.
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ebook
(65,05 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book explores MXNet/Gluon libraries, delves into toy dataset analysis, and assists in creating deep neural network architectures. With practical examples, it enables you to perform tasks such as transfer learning and transformers in with ease.
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ebook
(69,73 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This practical guide enables you to implement DevOps best practices while building systems with automation and reusability in mind. You'll learn the modern-day infrastructure design best practices needed to create an impact on data-persistent technologies.
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ebook
(69,73 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Discover the multi-model capabilities of Redis Stack to work with JSON and hash documents and manage vectors for unstructured data modeling. Manage data flows and resolve data modeling problems through examples using popular programming languages.
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ebook
(51,01 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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The Deep Learning Architect's Handbook covers everything you need to master all aspects of deep learning. This hands-on guide will enable you to create innovative real-world applications, transforming the world into a more productive environment.
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ebook
(74,41 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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The Definitive Guide to Google Vertex AI is for ML practitioners who want to learn Google best practices, MLOps tooling, and turnkey AI solutions for solving large-scale real-world AI/ML problems. This book takes a hands-on approach to help you become an ML rockstar on Google Cloud Platform in no time.
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ebook
(69,73 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Unveil a revolutionary finance approach combining AI, data visualization & practical applications to transform investing and trading. Empower professionals with ChatGPT & Power BI, exploiting AI, NLP, and visuals for a competitive edge. Elevate financial acumen, confidently navigate markets, and revolutionize your finance journey with this comprehe
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ebook
(65,05 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Unveiling the power and potential of Generative AI for a limitless future KEY FEATURES Holistic and accessible journey into Generative AI. Indispensable guide for unleashing Generative AI potential. Transforming technology, business, art, and innovation, covering technological advancements and business optimization. DESCRIPTION The Potential
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ebook
(35,90 zł najniższa cena z 30 dni)
76.49 zł
84.99 zł(-10%) -
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KEY FEATURES Learn Apache Hadoop ecosystem and its core components. Discover advanced tools like Spark for real-time data processing. Master the fundamentals of Big Data and its applications. DESCRIPTION In today's data-driven world, harnessing the power of big data is no longer a luxury, but a necessity. This comprehensive guide, "Big Data
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ebook
(35,90 zł najniższa cena z 30 dni)
76.49 zł
84.99 zł(-10%) -
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Machine Learning Security with Azure will help you assess the vulnerabilities in your data, models, and environments, and implement the latest industry security best practices. You'll get to grips with managing, securing, and monitoring your Azure machine learning workloads throughout the ML lifecycle while developing responsible AI applications.
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ebook
(69,73 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Through Kaggle Notebooks, this book teaches beginners and experienced Kagglers data analysis and the ML pipeline. With seven steps covering several techniques and competition datasets, you'll be able to compete in Kaggle competitions successfully.
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ebook
(69,73 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Building IoT Systems with Azure IoT is a comprehensive introduction for those who are new to the Internet of Things and looking to get up to speed in no time. This book will teach you how to create and develop IoT solutions with intelligent edge-to-cloud technologies in the Azure cloud.
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ebook
(51,01 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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This book focuses on Grafana 10.x's features for creating interactive dashboards to visualize and monitor data. Throughout the book, you'll explore the administrative aspects of Grafana and work with various plugins, enhancing your skills to query, visualize, and understand your metrics while making the most of the newly improved security features.
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ebook
(60,36 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Discover the power of Conformal Prediction with the Practical Guide to Applied Conformal Prediction in Python. Master the latest techniques to quantify uncertainty in machine learning and computer vision models, and seamlessly apply them to your industry applications.
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ebook
(69,73 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Analyze, Architect, and Innovate with Databricks Lakehouse KEY FEATURES Create a Lakehouse using Databricks, including ingestion from source to Bronze. Refinement of Bronze items to business-ready Silver items using incremental methods. Construct Gold items to service the needs of various business requirements. DESCRIPTION The Databricks Lak
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ebook
(35,90 zł najniższa cena z 30 dni)
76.49 zł
84.99 zł(-10%) -
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Miesięcznik ten dedykowany jest przede wszystkim profesjonalistom z branży IT, którzy na co dzień pracują z systemem Linux, w tym administratorom systemów, programistom oraz zaawansowanym użytkownikom. Publikacja ta została również stworzona z myślą o menedżerach IT oraz specjalistach technologicznych, którzy poszukują efektywnych sposobów wykorzys
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ebook
(15,90 zł najniższa cena z 30 dni)
23.33 zł
29.91 zł(-22%) -
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Data Science for Malware Analysis is a guide to the synergy of cybersecurity and data science. You'll learn about malware lifecycle and data science techniques for improved detection and analysis. You'll decipher key regulations like GDPR and CCPA.
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ebook
(46,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Harness the power of MLOps for managing real time machine learning project cycle KEY FEATURES Comprehensive coverage of MLOps concepts, architecture, tools and techniques. Practical focus on building end-to-end ML Systems for Continual Learning with MLOps. Actionable insights on CI/CD, monitoring, continual model training and automated retrain
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ebook
(35,90 zł najniższa cena z 30 dni)
76.49 zł
84.99 zł(-10%) -
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To książka przeznaczona dla osób, które pracują ze zbiorami danych. Jest praktycznym przewodnikiem po koncepcjach algebry liniowej, pomyślanym tak, by ułatwić ich zrozumienie i zastosowanie w użytecznych obliczeniach. Poszczególne zagadnienia przedstawiono za pomocą kodu Pythona, wraz z przykładami ich wykorzystania w nauce o danych, uczeniu maszyn
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książka
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ebook
(46,20 zł najniższa cena z 30 dni)
50.05 zł
77.00 zł(-35%) -
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Danologia to najszybciej rozwijająca się dziedzina na świecie. Przewiduje się, że do roku 2026 stworzy 11,5 mln nowych miejsc pracy, tak więc osoby poszukujące pracy i posiadające ten zestaw umiejętności mają tu wiele możliwości. Jednym z najbardziej pożądanych obszarów w dziedzinie danologii jest wydobywanie informacji ze stron internetowych. Jeśl
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ebook
(39,90 zł najniższa cena z 30 dni)
76.49 zł
89.99 zł(-15%) -
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With the shift from data warehouses to data lakes, data now lands in repositories before it's been transformed, enabling engineers to model raw data into clean, well-defined datasets. dbt (data build tool) helps you take data further. This practical book shows data analysts, data engineers, BI developers, and data scientists how to create a true se
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ebook
(29,90 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Implementing and designing systems that make suggestions to users are among the most popular and essential machine learning applications available. Whether you want customers to find the most appealing items at your online store, videos to enrich and entertain them, or news they need to know, recommendation systems (RecSys) provide the way.In this
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ebook
(237,15 zł najniższa cena z 30 dni)
245.65 zł
289.00 zł(-15%) -
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This PostgreSQL book gets you up to speed with PostgreSQL 16. It helps you get quick solutions to all your basic and advanced DBA challenges with a hands-on approach that helps you resolve problems while understanding the reasoning
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ebook
(69,73 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Analytics made easy with Base and Advance SAS KEY FEATURES Understand the concepts of analytics. Learn SAS tools and its components used for data analytics. Learn concepts and functions for data manipulation. Explore data exploration concepts and functions. Learn the power of SQL with SAS for data analytics. Learn how to visualize data with
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ebook
(35,90 zł najniższa cena z 30 dni)
76.49 zł
84.99 zł(-10%) -
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Arduino Data Communication focuses on IoT's Internet aspect, guiding you in setting up your own infrastructure for storing and managing the data collected from sensors. This book goes beyond microcontroller basics, equipping you with the knowledge essential for building real-world projects.
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ebook
(51,01 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Data Modeling with Microsoft Excel is a practical guide to unlocking the benefits of Microsoft Excel's Data Model. The book simplifies the data modeling process to help you master effective ways to build relational data from multiple sources in Excel, create DAX and Cube calculations, and apply your learnings to build an interactive dashboard in Ex
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ebook
(51,01 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Starting with the fundamentals of IoT supported with real-world use cases, this book will take you through every aspect of building an IoT device using ESP32 from scratch. With each chapter, you'll progressively enhance your IoT applications with features like sensor communication, integrating popular IoT libraries (such as LittleFS and LVGL), conn
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ebook
(65,05 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle
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ebook
(237,15 zł najniższa cena z 30 dni)
245.65 zł
289.00 zł(-15%) -
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This book will help you master the art of predicting outcomes when datasets are imbalanced and where the most important class is under-represented. You'll learn the skills you need to overcome challenges when dealing with imbalanced datasets for both traditional machine learning and deep learning models.
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ebook
(69,73 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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How to make the most of a career in new technology by utilizing SharePoint technology, including Power Platform KEY FEATURES Learn how to use SharePoint Online Modern Experience (Modern UI). Effectively use Modern List and Libraries in SharePoint Online. Learn about Modern SharePoint Site Page and various Web Parts. Develop various custom app
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ebook
(35,90 zł najniższa cena z 30 dni)
76.49 zł
84.99 zł(-10%) -
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NLP for Practitioners with Elastic is a foundational guide that helps you get to grips with the fundamentals of vectors and embedding models. Using a hands-on approach, you'll be able to enhance your search use case with vector search using Elastic. The book covers kNN search, NLP capabilities, and the current state of vector search databases.
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ebook
(51,01 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Data Exploration and Preparation with BigQuery is a comprehensive guide to working with data preparation tools and strategies using BigQuery as a modern data warehouse solution. Through hands-on exercises and projects, you'll leverage your BigQuery proficiency to overcome common challenges faced by data analysts.
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ebook
(51,01 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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As tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tac
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ebook
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With over 70 project-based recipes, the TinyML Cookbook is a practical guide that will help you to get the most out of your microcontrollers. It provides a comprehensive understanding of the theoretical foundations while giving you hands-on experience training ML models for deployment on Arduino Nano 33 BLE Sense, Raspberry Pi Pico, and SparkFun Re
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Embark on a geospatial journey with the fourth edition of Learning Geospatial Analysis with Python. With the help of this book, you'll explore GIS, remote sensing, topography, and more using the dynamic Python language and discover the freedom to approach geospatial analysis on your own terms while gaining valuable insights.
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Learn key databricks features like AutoML and MLflow and deploy serverless models with ease with this comprehensive guide. The book helps you build a strong foundation and sets you up to adapt easily to future ML innovations.
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The book will start from the theoretical foundations of deep neural networks, and it will delve into the most popular network architectures – transformers and convolutional networks. It will combine them with PyTorch, Keras, and Hugging Face Transformers examples in the fields of computer vision and natural language processing.
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Think smart, code better with quick project-oriented Python KEY FEATURES Helps you master the fundamentals of syntax and object-oriented programming. Covers a wide range of Python topics, from fundamentals to advanced concepts. Cutting-edge Python libraries for GUI applications, games, graphics, and mobile apps. Real-world examples with data
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Arkusze kalkulacyjne Excela pozwalają robić z danymi niesamowite rzeczy! Książka Excel. Formuły i funkcje dla bystrzaków pokazuje, jak ciekawa może być praca z tym programem, wyjaśnia podstawy obliczeń z jego użyciem i prowadzi przez wiele różnych zagadnień, w tym statystykę i analizę danych. Nawet jeżeli jesteś zaawansowanym użytkownikiem arkuszy
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Analytics projects are frequently long, drawn-out affairs, requiring multiple teams and skills to clean, join, and eventually turn data into analysis for timely decision-making. Alteryx Designer changes all of that. With this low-code, self-service, drag-and-drop workflow platform, new and experienced data and business analysts can deliver results
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Książka stanowi wprowadzenie do pracy z funkcjami SI dostępnymi w Power BI; jest skierowana do osób znających to środowisko. Dowiesz się z niej, w jaki sposób sztuczna inteligencja może być używana w Power BI i jakie funkcje są w nim domyślnie dostępne. Nauczysz się też eksplorować i przygotowywać dane do projektów SI. Pokazano tu, jak umieszczać d
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Your training data has as much to do with the success of your data project as the algorithms themselves because most failures in AI systems relate to training data. But while training data is the foundation for successful AI and machine learning, there are few comprehensive resources to help you ace the process. In this hands-on guide, author Anth
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The book is a practical guide that'll help you prepare to successfully break into the data engineering role. The chapters cover technical concepts as well as tips for resume, portfolio, and brand building to catch the employer's attention, while also focusing on case studies and real-world interview questions.
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Ta książka stanowi wszechstronne omówienie wszystkich bibliotek Pythona, potrzebnych naukowcom i specjalistom pracującym z danymi. Znalazł się tu dokładny opis IPythona, NumPy, Pandas, Matplotlib, Scikit-Learn i innych narzędzi. Podręcznik uwzględnia przede wszystkim ich aspekty praktyczne, dzięki czemu świetnie się sprawdzi w rozwiązywaniu codzien
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This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the "big themes" of the discipline—machine learning and programming. But most of the time, these tools can only take u
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Alteryx Designer Cookbook is a comprehensive guide with a collection of practical and easy-to-follow recipes for a wide range of topics in Alteryx Designer, including data cleansing, and data blending. It is designed to help you implement these techniques in your projects and gain insights from your data quickly and efficiently
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Embark on a journey to master data engineering pipelines on AWS! Our book offers a hands-on experience of AWS services for ingesting, transforming, and consuming data. Whether you're an absolute beginner or someone with basic data engineering experience, this guide is an indispensable resource.
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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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PostgreSQL has become a widely adopted database engine thanks to its robust enterprise capabilities. This edition will not only help you get up and running with the latest changes in PostgreSQL but will also focus on its most important features; like transactions, security, replication, backup and restore, extensions and more.
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Unlock the power of AI with Python: Your Journey from Novice to Neural Nets KEY FEATURES Learn to code in Python and use Google Colab's hardware accelerators (GPU and TPU) to train and deploy AI models efficiently. Develop Convolutional Neural Networks (CNNs) using the TensorFlow 2 library for computer vision tasks. Develop sequence, attention
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This book takes a unique problem–solution approach to handling complex tasks in the bioinformatics domain using different datasets present in the book. With the help of real-world examples, you'll learn to put each independent recipe to use to tackle problems in the field of bioinformatics.
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Learn how to build and deploy scalable, real-time search applications with Elasticsearch 8 KEY FEATURES Learn the basics of Elasticsearch, including its key features and use. Understand the Elastic Stack and how its components, such as Kibana, Logstash, and Beats work with Elasticsearch to search, analyze, and visualize data. Learn how to tune
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Machine Learning with Qlik Sense enables you to master machine learning skills and techniques and expand the use of analytics to predictive use cases. The chapters are designed to help you learn the key concepts of machine learning using practical examples, enabling you to create better analytics applications and get the most out of your data.
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Machine learning is rapidly transitioning to synthetic data solutions, yet comprehensive resources to understand its uses are scarce. Synthetic Data for Machine Learning is a pioneering, comprehensive book covering synthetic data generation approaches, case studies, best practices, hands-on examples, and above all, how to use it to solve your own
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Computers cannot understand texts or organize documents. Texts must first be converted into numeric values before they can be used to unlock the hidden connection between documents into topics. This easy-to-follow book simplifies these processes for you, unveiling the power of Gensim to perform complex topic modeling, and showcases professional use
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The book is a foundational guide for developers keen on mastering machine learning and statistical modeling in R. It offers a hands-on approach along with real-world applications. Whether you're a beginner or looking to upgrade your skills, the book equips you with practical knowledge to tackle a wide array of tasks in ML and statistics.
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Oto praktyczny przewodnik po nauce o danych w miejscu pracy. Dowiesz się stąd wszystkiego, co ważne na początku Twojej drogi jako danologa: od osobowości, z którymi przyjdzie Ci pracować, przez detale analizy danych, po matematykę stojącą za algorytmami i uczeniem maszynowym. Nauczysz się myśleć krytycznie o danych i otrzymanych wynikach, będziesz
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Harness the power of Python to analyze your IoT data KEY FEATURES Learn how to build an IoT Data Analytics infrastructure. Explore advanced techniques for IoT Data Analysis with Python. Gain hands-on experience applying IoT Data Analytics to real-world situations. DESCRIPTION Python is a popular programming language for data analytics, and i
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Na treść książki składają się przede wszystkim zagadnienia związane z zastosowaniami sztucznej inteligencji. Wstępem są rozważania na temat tzw. odpowiedzialnej sztucznej inteligencji. Podstawowym tworzywem, na którym działa sztuczna inteligencja, są dane, informacja i wiedza. O inżynierii wiedzy, a w tym o metodach reprezentacji wiedzy, traktuje r
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Współczesne firmy, coraz bardziej zależne od technologii i zmuszone do coraz szybszego tempa działania, znacząco zmieniają sposoby tworzenia własnych rozwiązań biznesowych. Wiele z nich rozwiązuje różne problemy za pomocą technologii low-code i no-code, jednak dostępnych jest znacznie więcej możliwości. W tym praktycznym przewodniku zaawansowani uż
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With the surge in big data and AI, organizations can rapidly create data products. However, the effectiveness of their analytics and machine learning models depends on the data's quality. Delta Lake's open source format offers a robust lakehouse framework over platforms like Amazon S3, ADLS, and GCS.This practical book shows data engineers, data sc
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Learn how to build a complete machine learning pipeline by mastering feature extraction, feature selection, and algorithm training KEY FEATURES Develop a solid understanding of foundational principles in machine learning. Master regression and classification methods for accurate data prediction and categorization in machine learning. Dive into
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All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools li
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This book guides you to discover and extract quality data from the web using Python libraries such as requests, lxml, pyquery, scrapy, and to use effective scraping techniques. It'll help you master the fundamentals and advanced concepts of web scraping and apply your skills to real-world data extraction tasks, with analysis and visualization.
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A practical guide to using Spark SQL to perform complex queries on your Databricks data KEY FEATURES Learn SQL from the ground up, with no prior programming or SQL knowledge required. Progressively build your knowledge and skills, from basic data querying to complex analytics. Gain hands-on experience with SQL, covering all levels of knowledge
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Amazon Redshift powers analytic cloud data warehouses worldwide, from startups to some of the largest enterprise data warehouses available today. This practical guide thoroughly examines this managed service and demonstrates how you can use it to extract value from your data immediately, rather than go through the heavy lifting required to run a ty
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If you were handed two different but related sets of data, what tools would you use to find the matches? What if all you had was SQL SELECT access to a database? In this practical book, author Jim Lehmer provides best practices, techniques, and tricks to help you import, clean, match, score, and think about heterogeneous data using SQL.DBAs, progra
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Geospatial Analysis with SQL helps you advance in your journey as a GIS analyst with actionable instructions that can be used for geospatial analysis without having to learn a third-generation programming language like R or Python. It takes a use-case-based approach beyond the database to teach you how to integrate SQL for geospatial analysis.
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To help you on the path to becoming a Snowflake pro, this concise yet comprehensive guide reviews fundamentals and best practices for Snowflake's SQL and Scripting languages. Developers and data professionals will learn how to generate, modify, and query data in the Snowflake relational database management system as well as how to apply analytic fu
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To drugie, w pełni zaktualizowane wydanie podręcznika dla profesjonalistów. Zarówno osoby zawodowo zajmujące się tworzeniem rozwiązań w Power BI, jak i zarządzający czy administrujący wdrożeniami takich rozwiązań znajdą tu coś dla siebie. Książka zawiera rozbudowaną analizę narzędzi i funkcji Power BI, dzięki którym nauczysz się kształtować i rozbu
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Algorithms play an important role in computing, so a deeper understanding of an algorithm's logic and mathematics is essential. Beyond traditional computing, being able to apply these algorithms to real-world problems is a necessary skill and what this book focuses on.
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Building ETL Pipelines in Python covers the process of creating robust and scalable ETL pipelines from scratch. The book explores all the tools and technologies available to create robust ETL pipelines along with real-world examples and practical implications.
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Machine Learning with LightGBM and Python is a practical guide that takes you from the essentials of machine learning and the data science processes to building production-ready, high-performance machine learning solutions using LightGBM on -of-the-art platforms.
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Modern Data Architectures with Python allows you to adopt a hands-on approach to learning the latest data tooling and techniques needed for architecting data solutions. The topics covered in this book, along with practical examples, will radically transform your data practice.
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Practical Data Quality offers a comprehensive view of managing data quality in your organization – from the business case through to permanently embedding improvements you make in the organization. The authors use real-world examples throughout and provide re-usable templates to accelerate your initiatives.
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Streamlit for Data Science takes you through the basics of data app development, prototyping machine learning models, and deploying Streamlit apps. It walks you through practical, actionable examples using project-based learning.
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TensorFlow finds applications in companies like Google, Twitter, Intel, and Airbnb for solving business problems. Get ready to validate your skills with TensorFlow Developer Certificate using this comprehensive guide to building deep learning models through hands-on, real-world exercises, step-by-step explanations, and case studies.
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With practical and in-depth coverage of everything from the basics of dataset construction to the intricacies of deep learning, Machine Learning for Emotion Analysis in Python introduces you to emotion analysis and helps you accelerate your business growth.
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Learn using Cloud data technologies for improving data analytics and decision-making capabilities for your organization KEY FEATURES Get familiar with the fundamentals of data architecture and Cloud computing. Design and deploy enterprise data architectures on the Cloud. Learn how to leverage AI/ML to gain insights from data. DESCRIPTION Clo
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A step-by-step guide for designing, implementing, and managing Oracle GoldenGate with HUB Architecture KEY FEATURES Learn how to use the REST API, command line solutions, and web interface to manage Oracle GoldenGate Microservices Architecture. Configure Oracle GoldenGate Microservices for disaster recovery and high-availability architecture.
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The Presto community has mushroomed since its origins at Facebook in 2012. But ramping up this open source distributed SQL query engine can be challenging even for the most experienced engineers. With this practical book, data engineers and architects, platform engineers, cloud engineers, and software engineers will learn how to use Presto operatio
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Used by more than 80% of Fortune 100 companies, Apache Kafka has become the de facto event streaming platform. Kafka Connect is a key component of Kafka that lets you flow data between your existing systems and Kafka to process data in real time.With this practical guide, authors Mickael Maison and Kate Stanley show data engineers, site reliability
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Debugging Machine Learning Models with Python equips you with the skills needed to transition from a machine learning beginner to a specialist. It guides you through the tools, theoretical concepts, Python modules, and libraries for bringing a high-quality model into production and identifying opportunities to improve your models.
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