Analiza i wizualizacja danych - ebooki
Ebooki z kategorii: Analiza i wizualizacja danych dostępne w księgarni Helion
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Dive into the world of Machine Learning with Python, exploring essential algorithms, data scrubbing techniques, and model design to unlock the potential of AI and data science.-
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(29,91 zł najniższa cena z 30 dni)
35.91 zł
39.90 zł(-10%) -
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Unveiling insights, unleashing potential: Navigating the depths of big data and analytics for a data-driven tomorrow KEY FEATURES Learn about big data and how it helps businesses innovate, grow, and make decisions efficiently. Learn about data collection, storage, processing, and analysis, along with tools and methods. Discover real-life examp
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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The book provides a hands-on approach to creating dashboards for various workplace and business scenarios, extensive coverage of the game-changing features in M365 Excel, and best practices that will have you up and running quickly.
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ebook
(67,43 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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This book is a compilation of essential background knowledge, tools, techniques, and applied examples needed to implement data-centric ML. Learn how to apply a best-practice data-centric approach in your work with this informative guide.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Unlock the benefits of Power BI's data cleaning capabilities to simplify the process of preparing data for analysis with this guide to transforming your data using tools like DAX, PowerQuery, and M language to build compelling visualizations.
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ebook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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The book provides a foundation of building intuitive dashboards using Kibana 8.x and application of data analysis techniques to research, mine and aggregate information to convey business insights and improve decision making.
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ebook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Gain an overview of Microsoft Fabric and designing and building analytics systems for various use cases, including lakehouses, data warehouses, real-time analytics, and data science, while also boosting developers' productivity through Copilot integration.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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This 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
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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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)
89.91 zł
99.90 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)
40.20 zł
67.00 zł(-40%) -
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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
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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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
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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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
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 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
(111,75 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)
89.91 zł
99.90 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)
89.91 zł
99.90 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
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 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)
65.40 zł
109.00 zł(-40%) -
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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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(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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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
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 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
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 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
(111,75 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
(81,75 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
(96,75 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
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 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)
46.20 zł
77.00 zł(-40%) -
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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
(44,99 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
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 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
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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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
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 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
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 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
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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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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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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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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książka
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ebook
(48,18 zł najniższa cena z 30 dni)
47.40 zł
79.00 zł(-40%) -
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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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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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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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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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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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książka
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ebook
(83,40 zł najniższa cena z 30 dni)
83.40 zł
139.00 zł(-40%) -
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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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ebook
(134,25 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł(-10%) -
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This hands-on book will help you make your machine learning models fairer, safer, and more reliable and in turn improve business outcomes. Every chapter introduces a new mission where you learn how to apply interpretation methods to realistic use cases with methods that work for any model type as well as methods specific for deep neural networks.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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ebook
(41,40 zł najniższa cena z 30 dni)
41.40 zł
69.00 zł(-40%) -
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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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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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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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ebook
(44,99 zł najniższa cena z 30 dni)
76.49 zł
89.99 zł(-15%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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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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ebook
(89,40 zł najniższa cena z 30 dni)
89.40 zł
149.00 zł(-40%) -
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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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ebook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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ebook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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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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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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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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(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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As an aspiring data scientist, you appreciate why organizations rely on data for important decisions--whether it's for companies designing websites, cities deciding how to improve services, or scientists discovering how to stop the spread of disease. And you want the skills required to distill a messy pile of data into actionable insights. We call
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ebook
(179,40 zł najniższa cena z 30 dni)
254.15 zł
299.00 zł(-15%) -
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Gain deep insight into real-time analytics, including the features of these systems and the problems they solve. With this practical book, data engineers at organizations that use event-processing systems such as Kafka, Google Pub/Sub, and AWS Kinesis will learn how to analyze data streams in real time. The faster you derive insights, the quicker y
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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Ta książka stanowi świetne wprowadzenie do analizy danych. Dzięki niej nauczysz się korzystać z surowych danych, nawet jeśli nie masz odpowiedniego doświadczenia. Zaczniesz od formułowania hipotez i generowania statystyk opisowych, a następnie przystąpisz do pisania zapytań w języku SQL w celu agregowania, przeliczania i łączenia danych z różnych z
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ebook
(66,49 zł najniższa cena z 30 dni)
65.40 zł
109.00 zł(-40%) -
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Building Statistical Models in Python will give you the tools to answer questions about data using some of the most widely used techniques in industry with Python. You'll learn to formulate and test questions using regression, classification, forecasting methods, and summarize findings into insightful actions.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This comprehensive book explores various roles in business intelligence, helping you create a career roadmap based on your skills and aspirations. It covers data modeling, visualization, programming, development, lifecycle, project management, and offers valuable insights on different areas of study.
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ebook
(71,24 zł najniższa cena z 30 dni)
85.49 zł
94.99 zł(-10%) -
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Every organization wants an agile, performant, and cost-effective data platform that meets all their current and future business needs. Purpose-built AWS analytics services and their features play a big part in building such a modern data platform. This book brings to you all the design and architectural patterns that'll help you achieve this goal.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Unlock the full potential of Splunk Enterprise with this comprehensive guide by following the admin exam blueprint, from installation to advanced techniques, all in one place. Packed with practical examples, the guide simplifies learning and allows you to master the platform's capabilities easily and get certified as a Splunk Enterprise admin.
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ebook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Explore mathematical concepts and approaches to modeling, alongside machine learning techniques, to understand the relevance of models in solving business problems. This book covers various models, tools to uncover meaningful insights, and the perfect blend of machine learning and mathematical modeling to enhance your data science journey.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Czy szukasz nowych, wydajnych sposobów odkrywania, przekształcania danych i wyciągania z nich wniosków przydatnych w Twojej organizacji? Oto przewodnik, który krok po kroku pokazuje, jak oszczędzić czas, uprościć procesy biznesowe i ulepszyć analizy. Znajdziesz tutaj praktyczne i łatwe do zrozumienia informacje, od łączenia się z ogromnymi bazami d
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ebook
(42,09 zł najniższa cena z 30 dni)
41.40 zł
69.00 zł(-40%) -
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This book is a comprehensive resource to mastering your Tableau skills and becoming a BI expert. As you progress, you will learn how to build advanced dashboards and improve your storytelling to derive key business insight, as well as make you well-versed with advanced functionalities of Tableau in the business intelligence domain.
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ebook
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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Oto zwięzły przewodnik przeznaczony dla inżynierów danych, którzy chcą poznać zasady implementacji potoków danych. Wyjaśnia najważniejsze pojęcia związane z potokami danych, opisuje zasady ich tworzenia i implementacji, prezentuje także najlepsze praktyki stosowane przez liderów w branży analizy danych. Dzięki książce zrozumiesz, w jaki sposób poto
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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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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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A practical guide that will help you leverage Power BI to extract valuable and meaningful insights from your data KEY FEATURES Learn how to transform, shape, and model your data in Power BI. Create rich, interactive and stunning reports using Power BI. Understand what recruiters are looking for and how to get started with a career in business
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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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Everything you need to know about using Excel for finance and accounting functions KEY FEATURES Learn how to create financial models in Excel. Explore ways to use Excel functions and formulas for financial calculations. Implement advanced Excel techniques for finance and accounting tasks. DESCRIPTION Excel is a widely-used tool in finance an
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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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Ta książka szczegółowo wyjaśnia paradygmat siatki danych, a przy tym koncentruje się na jego praktycznym zastosowaniu. Zgodnie z tym nowatorskim podejściem dane należy traktować jako produkt, a dziedziny — jako główne zagadnienie. Poza wyjaśnieniem paradygmatu opisano tu zasady projektowania wysokopoziomowej architektury komponentów siatki da
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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 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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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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Lektura tej książki nauczy Cię myśleć o danych inaczej niż dotychczas. Przekonasz się, że to nie tylko wypełnione kolumny i wiersze. Nie poprzestaniesz na prostej pracy z danymi, a nauczysz się je układać w historie obfitujące w cenne wnioski. Dowiesz się, jak sobie radzić z wartościami, które wyraźnie odstają od innych, i nauczysz się odpowiednieg
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A one-stop guide to teach chemists how to use Python for coding and iterations in a hands-on and practical manner KEY FEATURES Understand the core Python functions and algorithms for the computation of chemical parameters. Learn how to use Cheminformatics modules to process and analyze elemental data and molecular structures. Get familiar with
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Wykorzystaj analizy biznesowe i sztuczną inteligencję, aby napędzać rozwój przedsiębiorstwa, podnosić wydajność i ulepszać podejmowanie decyzji biznesowych. Dzięki tej praktycznej książce z rzeczywistymi przykładami wykorzystującymi Power BI można poznać najbardziej odpowiednie przypadki użycia AI w rozwiązaniach BI, w tym ulepszone prognozowanie,
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Getting Started with Forex Trading Using Python bridges the gap between knowledge about forex market and Python developers. The book is a complete package that helps you understand the forex market trading and build an application that predicts the market movement accurately.
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A complete guide that will help you get familiar with Machine Learning models, algorithms, and optimization techniques KEY FEATURES Understand the core concepts and algorithms of Machine Learning. Get started with your Machine Learning career with this easy-to-understand guide. Discover different Machine Learning use cases across different dom
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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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