Dane - ebooki
Ebooki z kategorii: Dane dostępne w księgarni Helion
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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
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 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
(81,75 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
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 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
(104,25 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
(111,75 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
(111,75 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
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 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
(119,25 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
(111,75 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
(104,25 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
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 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
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 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
(111,75 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
(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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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
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 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
(74,93 zł najniższa cena z 30 dni)
89.91 zł
99.90 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
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 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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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
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 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
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 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
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 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
(81,75 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
(104,25 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
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 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
(111,75 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
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 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
(81,75 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
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 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
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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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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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 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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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 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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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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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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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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ebook
(67,43 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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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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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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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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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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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 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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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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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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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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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 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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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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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 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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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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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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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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ebook
(32,50 zł najniższa cena z 30 dni)
35.70 zł
42.00 zł(-15%) -
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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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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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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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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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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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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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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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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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Take a data-first and use-case–driven approach with Low-Code AI to understand machine learning and deep learning concepts. This hands-on guide presents three problem-focused ways to learn no-code ML using AutoML, low-code using BigQuery ML, and custom code using scikit-learn and Keras. In each case, you'll learn key ML concepts by using real-
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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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This technical guide takes you on a data-driven journey by teaching you how to streamline data manipulation, resolve data processing bottlenecks, and optimize pipelines. This book is your go-to resource for becoming proficient with the MongoDB aggregation framework.
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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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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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Machine learning engineering is an in-demand skill set, and it can be difficult to find a helpful guide on the topic. This fully updated second edition will help you solve business problems by addressing the pain points in creating standardized pipelines for taking proof-of-concept ML models to production and producing trustworthy results.
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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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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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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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Machine learning pipelines are expensive and complex, requiring industries to enable their data science teams with the ability to train models and run predictions with easy-to-use tools. This book helps you implement end-to-end serverless architectures for ingestion, analytics, and machine learning using Redshift Serverless and Redshift ML.
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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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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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Dzięki tej książce nauka zarządzania relacyjną bazą danych staje się łatwiejsza. Szczególnie docenią ją czytelnicy myślący o zmianie kariery zawodowej i rozpoczęciu pracy z obsługą danych. Opisano tu przede wszystkim podstawowe narzędzia SQL potrzebne do zrozumienia i wyodrębnienia przydatnych informacji z istniejących baz danych. Omówiono też zasa
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Learn how to build an end-to-end data to AI solution on Google Cloud using Vertex AI KEY FEATURES Harness the power of AutoML capabilities to build machine learning models. Learn how to train custom machine learning models on the Google Cloud Platform. Accelerate your career in data analytics by leveraging the capabilities of GCP. DESCRIPTIO
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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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This comprehensive guide takes you on a panoramic journey, providing practical solutions based on well-established patterns and industry standards for Java solutions. From data storage options to SQL, NoSQL, and NewSQL technologies, this book equips you with essential knowledge to make informed decisions.
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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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Książka jest adresowana do wszystkich, którzy chcą budować, rozwijać i skalować systemy NLP w środowisku biznesowym, a także dostosowywać je do swojej branży. Opisuje tworzenie rzeczywistych aplikacji NLP. Omawia pełny cykl życia typowego projektu NLP, od zbierania danych po wdrożenie i monitorowanie modelu. Przedstawia studia przypadków i przewodn
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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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There are several reasons why probabilistic machine learning represents the next-generation ML framework and technology for finance and investing. This generative ensemble learns continually from small and noisy financial datasets while seamlessly enabling probabilistic inference, retrodiction, prediction, and counterfactual reasoning. Probabilisti
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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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This book helps you understand the concepts of the FastAPI framework, including its powerful dependency injection system. You'll learn to build tested and reliable data science apps in Python using FastAPI, explore machine learning models, and deploy them to the web.
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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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This book is an essential guide for anyone seeking to transform raw, unstructured data into meaningful insights. It simplifies the complex process of data wrangling by leveraging SQL commands such as aggregate functions, subqueries, and window functions, and is suitable for professionals looking to master the art of data wrangling.
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Data Wrangling with SQL. A hands-on guide to manipulating, wrangling, and engineering data using SQL
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With Responsible AI in the Enterprise, you'll delve into explainable AI, robust ML monitoring, and model governance, while exploring fairness and interpretability toolkits from major cloud providers. You'll master bias mitigation techniques and be ready to apply them in real-world scenarios with FairLearn and Responsible AI Toolbox.
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Regularization in machine learning is the wheel that assists deployment in production. This book not only provides tools to diagnose the need for regularization, but it also gives you ready-to-use tools to regularize tabular-data models, NLP models, and computer vision models.
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This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems, from loading data to training models and leveraging neural networks.Each
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