Dane - ebooki
Ebooki z kategorii: Dane dostępne w księgarni Helion
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This book will help build your knowledge of the Alteryx product stack to develop robust and reliable data pipelines. You'll be able to use DataOps principles to build Alteryx workflows to transform raw data into valuable datasets.-
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book is written for developers who want to start using feature stores. This is a comprehensive overview that will teach you how to store, transform, curate, and share features. With the help of practical examples, you'll learn best practices for training, inference, and reusing features for other ML pipelines.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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In many systems, scalability becomes the primary driver as the user base grows. Attractive features and high utility breed success, which brings more requests to handle and more data to manage. But organizations reach a tipping point when design decisions that made sense under light loads suddenly become technical debt. This practical book covers d
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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From planning a Power BI solution to building scalable Power BI datasets and rich, interactive reports and dashboards, this comprehensive book is an end-to-end guide to Power BI.
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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 will show you how to implement practical Python solutions for time series analysis and anomaly detection. As you progress, you'll be able to extract insights and forecast using statistical, machine learning, and deep learning models.
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ebook
(141,75 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based mod
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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To trzecie wydanie popularnego podręcznika, który ułatwi Ci zdobycie praktycznej wiedzy o uczeniu maszynowym w Pythonie. Zapoznasz się z różnymi technikami implementacji algorytmów uczenia maszynowego. Przeanalizujesz rzeczywiste przykłady techniki eksploracyjnej analizy danych, inżynierii cech, klasyfikacji danych, regresji, klastrowania i przetwa
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ebook
(71,40 zł najniższa cena z 30 dni)
71.40 zł
119.00 zł(-40%) -
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Carry out real-world analytics to advance your career KEY FEATURES Learning the principles of data analysis with MySQL datasets in a practical manner. Extensive examples guide the reader through all stages of SQL proficiency, from complete newbie to master. Includes methods and methodologies for doing sophisticated MySQL database queries. DE
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Dr Yves Hilpisch szczegółowo opisuje zarówno podstawy teoretyczne, jak i praktyczne aspekty używania algorytmów sztucznej inteligencji w ramach usług i produktów finansowych. Opierając się na przykładach z języka Python, pokazuje metodyki, modele, założenia i techniki wdrażania AI, a także analizuje problemy mogące utrudniać to zadanie i przybliża
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książka
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ebook
(71,40 zł najniższa cena z 30 dni)
71.40 zł
119.00 zł(-40%) -
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Develop AI based real-world Applications KEY FEATURES Provides a practical understanding of AI, including its concepts, tools and techniques. Includes step-by-by-step instructions for implementing machine learning and deep learning algorithms and features. Complex datasets and examples are used to expose mathematical illustrative and pseudo-co
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Whether you're a developer or a data scientist, working with large amounts of data can be a challenge. This book focuses on describing Apache Arrow's format and data types and the benefits of using it to accelerate data manipulation. You'll get to grips with topics such as Spark, Jupyter, Arrow Flight, and FlightSQL.
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ebook
(141,75 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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Machine Learning on Kubernetes guides you on how to implement the entire machine learning life cycle on the Kubernetes platform. The topics covered in this book help you to acquire the fundamental knowledge needed to set up and use a set of open source tools to deliver intelligent applications to production.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Getting to grips with Power BI enables professionals at all organizational levels to make confident decisions using real-time analytics. The Microsoft Power BI Data Analyst Certification Guide will help you prepare for the PL-300 exam with ease and, just as importantly, enable you to implement Power BI best practices to boost your organization's an
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Early rules-based artificial intelligence demonstrated intriguing decision-making capabilities but lacked perception and didn't learn. AI today, primed with machine learning perception and deep reinforcement learning capabilities, can perform superhuman decision-making for specific tasks. This book shows you how to combine the practicality of early
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Informatyka jest rozległą dziedziną obejmującą zarówno badania teoretyczne, skupiające się w głównej mierze nad algorytmami i ich optymalizacją, jak i rozwiązania praktyczne związane z projektowaniem, implementacją i wdrażaniem systemów obliczeniowych w warstwie sprzętowej i programowej. Niniejsza monografia jest zbiorem pięciu
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Nieodzownym elementem modelowania danych i wnioskowania jest niepewność. Jej źródłem może być sama wiedza, źródła danych, czy też błąd pomiaru urządzenia wynikający z jego skończonej dokładności. Niepewność wyrażona może być na rożne sposoby, np. przez dane brakujące, zmienne ukryte lub nieprecyzyjne wartości. W monografii zamiesz
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W niniejszej monografii zamieszczono prace, w których zaprezentowano skuteczność wybranych narzędzi zbiorów przybliżonych, zastosowanych na etapie transformacji oraz samej eksploracji danych.
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Learning real-world analytics using SQL KEY FEATURES Hands-on approach to learning the fundamentals of data analysis Covers all levels of SQL expertise from novice to master with examples Includes techniques and approaches to query complex databases more effectively DESCRIPTION This book will take you on an interactive journey to master SQL
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Domo is a power-packed BI and custom app development cloud platform that empowers organizations of all sizes to perform effective analysis in minutes. With the help of this book, you'll be able to intake data from any source, merge it with other relevant data, and publish an amazing visual story using Domo that will get you noticed.
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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 provides a gateway to financial modeling through easy-to-follow examples in Excel 365. It explores the process of modeling, from giving you a thorough understanding of the project to gathering historical information and arriving at assumptions. Good modeling practices are emphasized and demonstrated throughout the book.
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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 workshop will teach you how to tackle modern data problems and derive value from complex datasets using the pandas library. You will gain the knowledge and skills to process a variety of data types and kickstart your Python data science career.
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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 amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Robotyka jest bardzo ciekawą dziedziną inżynierii o ogromnym znaczeniu praktycznym. Wymaga znajomości kilku dyscyplin wiedzy, takich jak algorytmika, matematyka czy mechanika. Równocześnie roboty oddziałują na wyobraźnię i są przedmiotem zainteresowania uczniów na każdym poziomie edukacji, od przedszkolnego po uniwersytecki. O ile jednak początkowe
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książka
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ebook
(41,40 zł najniższa cena z 30 dni)
41.40 zł
69.00 zł(-40%) -
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For programmers, analysts, and database administrators, this Nutshell guide is the essential reference for the SQL language used in today's most popular database products. This new fourth edition clearly documents SQL commands according to the latest ANSI/ISO standard and details how those commands are implemented in Microsoft SQL Server 2019 and O
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Opanuj techniki modelowania biznesowego i analiz wykorzystujące Microsoft Excel i przekształć swoje dane w użyteczne wnioski. Wayne Winston, zdobywca wielu nagród akademickich, dzieli się swoim ogromnym doświadczeniem i pokazuje, jak zadawać właściwe pytania i uzyskiwać dokładne, przydatne odpowiedzi. Nowe wydanie, rozszerzone bardziej, niż któreko
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ebook
(74,50 zł najniższa cena z 30 dni)
126.65 zł
149.00 zł(-15%) -
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Szybka metoda nauki Microsoft Excel 2021 Nauka może być łatwa. Osiągnij więcej w krótkim czasie przy użyciu Microsoft Excel. Znajdź odpowiedź, której potrzebujesz już teraz, albo pracuj od deski do deski, pobierając pliki ćwiczeń i systematycznie budując swoje umiejętności. Szybko twórz skoroszyty, wprowadzaj dane i formatuj je w celu poprawy
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ebook
(39,90 zł najniższa cena z 30 dni)
67.83 zł
79.80 zł(-15%) -
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Dzięki tabelom i wykresom przestawnym dostępnym w Microsoft 365 i Excel 2021, opracowanie solidnych i dynamicznych raportów jest kwestią minut: zyskajmy pełną kontrolę nad swoimi danymi i przedsięwzięciem biznesowym! Nawet jeśli nigdy wcześniej nie tworzyliśmy tabel przestawnych, czytając tę książkę skorzystamy z ich niesłychanej elastyczności i mo
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ebook
(49,35 zł najniższa cena z 30 dni)
83.90 zł
98.70 zł(-15%) -
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Use business intelligence to power corporate growth, increase efficiency, and improve corporate decision making. With this practical book featuring hands-on examples in Power BI with basic Python and R code, you'll explore the most relevant AI use cases for BI, including improved forecasting, automated classification, and AI-powered recommendations
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can synthesize artificial data using simulations to train traditional machine learni
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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This book helps you get to grips with the rapidly growing data science domain and takes you on a journey from understanding which algorithm family to use to how to prevent bias. Through hands-on examples and clear analogies, you'll develop expertise in data science and open source tools no matter what your level of experience is.
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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 uses real-life datasets from Kaggle to explain basic statistics for machine learning for data segmentation, regression predictions, and forecasts. You'll focus on variable dependency and autocorrelation to build, test, and use a linear regression prediction model and time series forecasts.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Elasticsearch 8.x Cookbook is your guide to mastering all the capabilities of Elasticsearch. The book includes numerous problem-solution-based recipes with the help of which you can easily implement Elasticsearch in your enterprise applications.
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ebook
(67,43 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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Master the math needed to excel in data science, machine learning, and statistics. In this book author Thomas Nield guides you through areas like calculus, probability, linear algebra, and statistics and how they apply to techniques like linear regression, logistic regression, and neural networks. Along the way you'll also gain practical insights i
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformer
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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A must-have book for HR professional to explore Excel based analytics KEY FEATURES Manage people effectively by exploring performance metrics, attrition and retention strategies. HR Analytics explained in an easy to follow and crisp methodology for HR aspirants. Practical examples and solutions with frameworks. Mark out career growth for res
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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 systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, ma
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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To drugie, w pełni zaktualizowane wydanie znakomitego przewodnika, dzięki któremu bezproblemowo rozpoczniesz pracę z Power BI i w pełni wykorzystasz jego możliwości. Dowiesz się, jak pozyskiwać i oczyszczać dane z różnych źródeł, a także jak zaprojektować model danych, aby móc analizować relacje i ułatwić sobie pracę z danymi. Zapoznasz się ze styl
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ebook
(46,20 zł najniższa cena z 30 dni)
46.20 zł
77.00 zł(-40%) -
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Accelerate the delivery of software, data, and machine learning KEY FEATURES Each chapter harmonizes the DevOps, Data Engineering, and Optimized Machine Learning cultures. Equips readers with AGILE skills to continuously re-prioritize production backlogs. Containerization, Docker, Kubernetes, DataOps, and MLOps are all rolled together. DESCRI
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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We're in the midst of an AI research explosion. Deep learning has unlocked superhuman perception to power our push toward creating self-driving vehicles, defeating human experts at a variety of difficult games including Go, and even generating essays with shockingly coherent prose. But deciphering these breakthroughs often takes a PhD in machine le
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Complete with hands-on examples, detailed explanation of concepts, and mock exams, this book offers complete, up-to-date coverage of the DBS-C01 exam. With this book, you'll have covered everything you need to take the DBS-C01 exam with confidence, fully equipped to pass on the first attempt.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Monografia poświęcona jest metodom i technikom konstrukcji modeli dalszego trwania życia ze szczególnym uwzględnieniem dalszego trwania życia osób starszych. Wobec demograficznego starzenia się społeczeństwa praca wpisuje się w aktualny nurt badań nad umieralnością osób starszych. Zagadnienie modelowania trwania życia leży na s
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This practical book provides a comprehensive overview of troubleshooting and performance tuning best practices for Microsoft SQL Server. Database engineers, including database developers and administrators, will learn how to identify performance issues, troubleshoot the system in a holistic fashion, and properly prioritize tuning efforts to attain
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Database and I: A unified view of the Database KEY FEATURES Explains database fundamentals by using examples from the actual world. Extensive hands-on practice demonstrating SQL topics using MySQL standards. All-inclusive coverage for systematic reading and self-study. DESCRIPTION The knowledge of Database Management Systems (DBMS) has becom
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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 updated second edition of Mastering Azure Machine Learning is a critically timed book. It builds upon simple and advanced NLP techniques, ML models such as boosted trees, deep neural network architectures, and more to help you leverage the power of Azure Machine Learning Services.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Prezentowana książka składa się z dwóch zasadniczych części. Część pierwsza ma charakter teoretyczny. Omawia genezę, rozwój, podstawy empiryczne i teoretyczne procesu klasyfikacji i grupowania danych. Jest pełna faktów, anegdot i własnych przemyśleń autorów. Część druga książki jest poświęcona szerokim badaniom teor
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Ta książka jest praktycznym wprowadzeniem do algorytmów i ich implementacji w Pythonie. Omówiono w niej wiele najciekawszych algorytmów służących do przeszukiwania, sortowania i optymalizacji. Zaprezentowano także te bazujące na... ludzkiej podświadomości. Nie zabrakło dość zaawansowanych tematów, takich jak algorytmy służące do uczenia maszynowego
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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 will take you through the out-of-the-box AI features in Power BI, showing you how to create your own AI model and integrate it into Power BI. You'll be able to quickly and easily enrich your data and gain better insights into patterns that can be found in your data by training your own AI model.
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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 Azure cookbook provides clear recipes for a wide variety of tasks in Azure Synapse, explaining relevant theory along the way. Starting with the basics, you'll discover how to deal with billions of rows of data, then progress to modeling and visualizing using machine learning and Power BI, and using the Synapse analytical platform.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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This book will introduce you to the basics of PyTorch Lightning and how you can build deep learning models from scratch. You'll learn techniques for building a variety of model network architecture, debugging them, and tuning them by utilizing some of the advanced features of the PyTorch Lightning framework to research and invent new methods.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Democratizing Artificial Intelligence with UiPath will help you understand the power of UiPath's AI features and tools. This practical guide will help lower the barrier to using AI by teaching you how to integrate UiPath AI Center, UiPath Document Understanding, and Druid with automation. By taking a hands-on approach, you will quickly be able to s
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Distributed Machine Learning with Python takes you through state-of-the-art techniques built on top of traditional data and model parallelism approaches. It explains the concept of hybrid data-model parallelism, federated learning, and edge device learning with elastic and in-parallel model training in multi-tenant clusters.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Natural Language Processing with Flair is a book for NLP developers, data scientists, and machine learning enthusiasts who want to get up to speed with Flair to be able to put their knowledge to work by solving real-life problems. The book features a number of hands-on exercises showing how to create and deploy Flair NLP solutions with ease.
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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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This book teaches you how to better run the ArcGIS Online and ArcGIS Pro tools, helping you learn new and important tips and tricks to manage data for entire cities or huge companies.
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ebook
(141,75 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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With this hands-on guide, you'll explore essential MySQL topics and discover how easy it is to set up and run a MySQL database. Interactive exercises and challenging activities will help you to get hands-on experience in managing large databases with MySQL.
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ebook
(67,43 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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Explore the cosmic secrets of Distributed Processing for Deep Learning applications. KEY FEATURES In-depth practical demonstration of ML/DL concepts using Distributed Framework. Covers graphical illustrations and visual explanations for ML/DL pipelines. Includes live codebase for each of NLP, computer vision and machine learning applications.
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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 Tableau Workshop gets you up and running with data processing, analytics, and visualization using Tableau. With plenty of practical exercises and activities, you'll quickly learn the fundamentals of presenting data effectively and be well prepared to deliver business insights through visual analytics.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Make data analysis fast, reliable, and clean with Python, Pandas and Matplotlib. Key Features A detailed walk-through of the Pandas library's features with multiple examples. Numerous graphical representations and reporting capabilities using popular Matplotlib. A high-level overview of extracting data from including files, databases, and the w
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Microsoft Power BI Performance Best Practices will help developers and solution architects make architectural design choices that ensure solutions are efficient and can perform at high user and data scale. You'll learn with the help of unique tips and tricks along with best practices that will enable you to optimize every layer of Power BI.
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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 book serves as a concise path toward cracking Kaggle competitions as well as an all-encompassing guide to upgrading your skills and career as a data scientist.
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audiobook
(171,75 zł najniższa cena z 30 dni)
206.10 zł
229.00 zł(-10%) -
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Explore Azure AI Platform Key Features Easy-to-follow tutorial for getting started with the Azure AI platform. Integrated platform for developing, deploying, and managing AI apps. Includes real-world scenarios and use-cases to fully explore Azure AI Platform. Description Microsoft Azure AI A Beginner's Guide explains the fundamentals of Azure
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Autorami poszczególnych rozdziałów są wykładowcy Wydziału Elektroniki i Technik Informacyjnych Politechniki Warszawskiej, którzy aktywnie biorą udział w rozwoju sztucznej inteligencji. W rozdziale pierwszym znajdują się informacje o historii, charakterze i zastosowaniach sztucznej inteligencji. Rozdział drugi traktuje o podstawowym nie tylko dla sz
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ebook
(31,70 zł najniższa cena z 30 dni)
35.70 zł
42.00 zł(-15%) -
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Automated Machine Learning on AWS is a practical guide that provides hands-on experience to help you learn how to automate a machine learning pipeline using the various AWS services. With this book, you will be able to successfully overcome any machine learning automation challenges on AWS in no time.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Google Analytics to internetowe narzędzie, które Google oferuje nieodpłatnie każdemu, kto prowadzi działalność online. Dzięki niemu możliwe jest zbieranie i analizowanie danych generowanych przez internautów poruszających się w sieci, wchodzących na stronę firmy i podejmujących za pośrednictwem jej serwisu internetowego rozmaite aktywności. Dla oso
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ebook
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Take advantage of the power of cloud and the latest AI techniques. Whether you’re an experienced developer wanting to improve your app with AI-powered features or you want to make a business process smarter by getting AI to do some of the work, this book's got you covered. Authors Anand Raman, Chris Hoder, Simon Bisson, and Mary Branscombe sh
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Apache Spark's speed, ease of use, sophisticated analytics, and multilanguage support makes practical knowledge of this cluster-computing framework a required skill for data engineers and data scientists. With this hands-on guide, anyone looking for an introduction to Spark will learn practical algorithms and examples using PySpark.In each chapter,
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Running machine learning on microcontrollers enables everyday objects to make smarter decisions through minimum interactions with the end user. This book features useful and exciting recipes that help you combine the capabilities of embedded ultra-low-power systems and machine learning for AI-powered IoT devices.
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Packed with hands-on examples, this book will help you perform key tasks such as ingesting, transforming, and consuming data to build end-to-end data pipelines with GCP. By the end of this book, you'll be well-versed with various GCP tools that can boost your data engineering career in no time.
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Developers working with machine learning will be able to put their knowledge to work with this practical guide to Amazon SageMaker Studio. The book takes a hands-on approach to implementing real-world machine learning use cases that will have you up and running quickly.
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PostgreSQL is a powerful open-source database management system, now recognized as the expert choice for a wide range of applications. This book contains useful administration recipes for improving the performance, security, and stability of your PostgreSQL 14 solution.
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Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP.Throughout this updated second edition, you'll work thr
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Make use of the most advanced machine learning techniques to perform NLP and feature extraction Key Features Learn about pre-trained models, deep learning, and transfer learning for NLP applications. All-in-one knowledge guide for feature engineering, NLP models, and pre-processing techniques. Includes use cases, enterprise deployments, and a r
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This book will take you through the Amazon EMR architecture, features, and common use cases or problem statements it solves. You'll discover how to configure it in production with scaling, monitoring, and security best practices, while also understanding different implementations of batch, real-time streaming, and interactive analytics workloads.
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Being the first book in the market to dive deep into the Transformers, this book is a step-by-step guide for data and AI practitioners to help enhance the performance of language understanding and gain expertise with hands-on implementation of transformers with Python, PyTorch, and TensorFlow
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This book will guide you through the core components of the Elastic Stack and how they work together to solve your data problems. You'll look at how the stack can be best leveraged to build and deliver powerful solutions to tackle real-world search, observability, and cybersecurity use cases.
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A beginners guide to learn ROS, robotics platform, and practice building robotics system Key Features A step-by-step guide covering the robot's design, assembly, navigation and control. Numerous techniques, ROS packages, object detection and image processing concepts included. Practical exercises and sample codes to robotics design, simulation,
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Work with TensorFlow and Keras for real performance of deep learning Key Features Combines theory and implementation with in-detail use-cases. Coverage on both, TensorFlow 1.x and 2.x with elaborated concepts. Exposure to Distributed Training, GANs and Reinforcement Learning. Description Mastering TensorFlow 2.x is a must to read and practice
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Build Power BI Models Efficiently and Effectively Key Features Extensive examples illustrating Power BI and data modeling concepts. Includes graphical images and explanations of using Power BI. Numerous hands-on practical examples are teaching best practices in predictive modeling. Description Creating data models has never been straightforwar
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Pachyderm enables you to create collaborative data science workflows and reproduce your experiments at scale. This book will help you leverage Pachyderm's data versioning and lineage features to build scalable end-to-end AI/ML pipelines and show you how to deploy Pachyderm in leading cloud platforms, use its SaaS offering PachHub, and much more.
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Wykorzystanie danych zorientowanych na użytkownika w celu uzyskania realnych wyników biznesowych Dzięki tej książce Czytelnik będzie mógł wykorzystać w swojej firmie pełną moc danych behawioralnych używając w tym celu wyspecjalizowanych narzędzi. Algorytmy często stosowane w danologii, a także programy służące do analizy predykcyjnej traktują ja
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This book is a comprehensive introduction to modern data architecture for analytics, focusing on implementing the Data Lakehouse architecture for large-scale analytics in a scalable, agile, and cost-effective manner. With the help of practical explanations, you'll be able to apply the frameworks introduced in this book within your organization.
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Developers working with large amounts of data on Azure, including App Insights and Log Analytics, will be able to put their knowledge to work with this practical guide. The book focuses on Azure Data Explorer, covering topics such as data ingestion from multiple sources and querying and generating reports to make data-driven decisions.
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Over the past two decades, the booming ecommerce and fintech industries have become a breeding ground for fraud. Organizations that conduct business online are constantly engaged in a cat-and-mouse game with these invaders. In this practical book, Gilit Saporta and Shoshana Maraney draw on their fraud-fighting experience to provide best practices,
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Dzięki tej książce przejście od pracy z arkuszami Excela do samodzielnego tworzenia kodu w Pythonie i R będzie płynne i bezproblemowe. Rozpoczniesz od ugruntowania swoich umiejętności w Excelu i dogłębnego zrozumienia podstaw statystyki i analizy danych. Ułatwi Ci to rozpoczęcie pisania kodu w języku R i w Pythonie. Dowiesz się, jak dokładnie przeb
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Filled with sample case study, exercises, commonly faced issues/solutions, and important interview questions, this book is surely going to help developers to expand their skills in JPA. KEY FEATURES Covers every JPA capability with detailed examples. Explanation of popular JPA providers in detail as well as sample JPA code. Includes solutions
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Getting Started with CockroachDB helps you get to grips with the fundamentals of using CockroachDB effectively. From installation and configuration steps to troubleshooting common and not-so-common issues, this book covers all the necessary techniques to deploy and manage a high-performance database service.
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We're at an inflection point in data, where our data management solutions no longer match the complexity of organizations, the proliferation of data sources, and the scope of our aspirations to get value from data with AI and analytics. In this practical book, author Zhamak Dehghani introduces data mesh, a decentralized sociotechnical paradigm draw
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The DP-203: Azure Data Engineer Associate Certification Guide offers complete coverage of the DP-203 certification requirements so that you can take the exam with confidence. Going beyond the requirements for the exam, this book also provides you with additional knowledge to enable you to succeed in your real-life Azure data engineering projects.
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Time Series Analysis on AWS teaches you how to leverage AI/ML managed services to deliver desired business outcomes with time series data. This book will help you solve modern time series analysis problems such as forecasting and anomaly detection using industrial equipment sensors or business metrics.
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Fully updated with PyTorch and the latest additions to scikit-learn. Packed with clear explanations, visualizations, and working examples, the book covers essential machine learning techniques in depth, along with two cutting-edge machine learning techniques: transformers and graph neural networks.
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Ta książka jest rocznicowym, przejrzanym i zaktualizowanym wydaniem kultowego podręcznika do samodzielnej nauki projektowania relacyjnych baz danych. Zawarte w nim informacje można wykorzystywać niezależnie od zastosowanego oprogramowania. Przedstawiono tu, jak projektować nowoczesne bazy danych, które mają poprawną strukturę, są niezawodne i ułatw
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Implementing ML pipelines using MLOps Key Features In-depth knowledge of MLOps, including recommendations for tools and processes. Includes only open-source cloud-agnostic tools for demonstrating MLOps. Covers end-to-end examples of implementing the whole process on Google Cloud Platform. Description This book will provide you with an in-depth
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Enter the world of self-service business intelligence and become the data hero in your organization, or build a promising new data career. In this second edition, you'll learn how to cleanse data, build data models, and use the advanced analysis capabilities of Power BI to create business value by unlocking key insights contained in your data.
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Analyzing business data points with greater precision, efficiency, and speed Key Features Exposure to work on large datasets, data mining techniques, and SAS built-in functions. Exciting examples and a step-by-step guide to the entire field of business analytics. Additional support of sophisticated SQL queries and the creation of strong visuali
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Ta książka jest sposobem na dalszą naukę programowania poprzez realizację projektów. Każdy z nich został wyjaśniony krok po kroku, opisano też sposoby korzystania z licznych bibliotek i pakietów Pythona. Dzięki projektom dowiesz się, jak wykorzystywać programowanie do realizacji eksperymentów, testowania teorii, naśladowania natury lub po prostu do
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Ta książka jest przystępnym wprowadzeniem do skomplikowanego świata, w którym za pomocą techniki TinyML wdraża się głębokie uczenie maszynowe w systemach wbudowanych. Nie musisz mieć żadnego doświadczenia z zakresu uczenia maszynowego czy pracy z mikrokontrolerami. W książce wyjaśniono, jak można trenować modele na tyle małe, by mogły działać w każ
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A Practising Guide to TensorFlow and Deep Learning Key Features Equipped with a necessary introduction to Deep Learning and AI. Includes demos and templates to give your projects a good start. Find more on the most important facets of AI, image, and speech recognition. Description This book begins with the configuration of an Anaconda developm
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Plan, build, deploy, and monitor data solutions on Azure KEY FEATURES Work with PostgreSQL, MySQL, and CosmosDB databases on Microsoft Azure. Work with whole data architecture, leverage Azure Storage, Azure Synapse, and Azure Data Lake. Data integration strategies with Azure Data Factory and Data Bricks. DESCRIPTION 'Hands-On Azure Data Plat
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Ta książka jest kompleksowym wprowadzeniem do matematyki dyskretnej, przydatnym dla każdego, kto chce pogłębić i ugruntować swoje umiejętności informatyczne. W zrozumiały sposób przedstawiono tu metody matematyki dyskretnej i ich zastosowanie w algorytmach i analizie danych, włączając w to techniki uczenia maszynowego. Zaprezentowano również zasady
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This book will help you derive insights from different data sources and add machine learning capabilities to your dashboards. With the help of practical examples, you will learn to build and share dashboards at scale, including embedded analytics. You will also understand how to use APIs to manage and monitor the AWS QuickSight ecosystem.
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Product and service teams benefit tremendously by using unstructured data, and that's where Commerce.AI comes in, merging machine learning, product expertise, and big data to help businesses make accurate decisions using the world's largest unstructured data engine. This book shows you how to use AI to gain insights like never before.
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Machine Learning in Biotechnology and Life Sciences is a critically timed book for scientists and developers working in the biotechnology sector. This book takes a hands-on approach to bridging the gap for scientists who have a strong desire to learn and apply AI methods within their roles to drive efficiency and agility in their company.
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Build machine learning models and train them to make Android applications much smarter. Key Features Learn by doing, training, and evaluating your own machine learning models. Includes pre-trained TensorFlow models for image processing. Explains practical use cases of artificial intelligence in Android. Description This book features technique
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Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you'll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This revised third edition--updated for Cassandra 4.0 and new developments in the Cassandra ecosystem, inc
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A Complete Data Analytics Guide for Learners and Professionals. Key Features Learn Big Data, Hadoop Architecture, HBase, Hive and NoSQL Database. Dive into Machine Learning, its tools, and applications. Coverage of applications of Big Data, Data Analysis, and Business Intelligence. Description These days critical problem solving related to dat
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This book describes both batch processing and real-time processing pipelines. You'll learn how to implement basic and advanced big data use cases with ease and develop a deep understanding of the Apache Beam model. In addition to this, you'll discover how the portability layer works and the building blocks of an Apache Beam runner.
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Whether you're a data analyst new to programming or already familiar with it, this book will teach you the optimum techniques for data preprocessing from both technical and analytical perspectives. You'll explore the world of advanced data manipulation and preprocessing techniques to create successful data analytic solutions.
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As machine learning becomes increasingly important across many industries, organizations need to keep up by building secure and scalable ML platforms. This handbook takes you through the whole process, from data science to system architecture and ML governance to help you become a true professional ML solutions architect.
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This book will help analysts get the most out of Microsoft Business Intelligence tools with DAX. With expert-led examples and approachable theoretical explanations, you'll deepen your understanding of DAX and achieve good business modeling design.
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Best learning Scroll for Python Key Features 16 chapters covering basic (loops) to advanced (NumPy) topics in Python. Focus on one topic per chapter to help learners understand topics in depth. Key points from Theory highlighted in each chapter for better retention. More than 1000 questions that give ample opportunity for practice. 7 Model te
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Covers Data Science concepts, processes, and the real-world hands-on use cases. Key Features Covers the journey from a basic programmer to an effective Data Science developer. Applied use of Data Science native processes like CRISP-DM and Microsoft TDSP. Implementation of MLOps using Microsoft Azure DevOps. Description "How is the Data Science
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Intelligent Workloads at the Edge is a practical guide to designing, deploying, and operating data-driven workloads on edge IoT devices for delivering cyber-physical outcomes. You'll work with hands-on projects to learn how to build intelligent applications that run on edge devices with AWS IoT Greengrass.
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Learn techniques of project scheduling using MS Excel and Solver. Key Features Covers methods to streamlining project completion and optimising budgets. Includes techniques for resolving business problems and optimising EVM. Examines project crashing strategies, linear programming solutions, and the Solver tool. Description This book assists p
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CRM Analytics is a powerful and versatile data analytics platform that delivers actionable insights within Salesforce. The skills required to transform data and build dashboards using this platform are in high demand, but the supply is short. This book will equip you with these skills and help you on your way to becoming a CRM Analytics expert.
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This book will help you on your journey toward architecting and building data engineering pipelines on AWS. You'll learn about (and get hands-on with) AWS services for ingesting, transforming, and consuming data. Whether you're new to data engineering or just new to data engineering on AWS, this book will be an invaluable guide.
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This book can help you rapidly explore and build a broader range of machine learning models using DataRobot's capabilities. You'll learn how to deploy ML models and operationalize and monitor their performance using practical examples. Data science experts will learn how to scale model building by using the Python API, among other advanced topics.
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Książka wprowadza w teoretyczne fundamenty uczenia głębokiego — znalazły się w niej wyjaśnienia podstawowych pojęć związanych z tą dziedziną i różnice pomiędzy poszczególnymi typami sieci neuronowych. Opisano tutaj również metody programowania algorytmów używanych w uczeniu głębokim i sposoby ich wdrażania. Dzięki lekturze lepiej zrozumiesz s
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Cathy Tanimura jest analityczką danych z ponad dwudziestoletnim doświadczeniem. Odnosiła również sukcesy, budując zespoły do spraw analizy danych i tworząc potrzebną infrastrukturę. Zajmowała się także zarządzaniem zespołami w kilku czołowych firmach technologicznych. Od wielu lat używa języka SQL do pracy z większością komercyjnych i otwartych baz
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W tym przewodniku znajdziesz przegląd najważniejszych zasad projektowania interfejsów głosowych, a także opis narzędzi służących do tego celu. Poza najbardziej podstawowymi informacjami o mechanizmach rozpoznawania głosu omówiono złożone strategie rozumienia języka naturalnego, analizę nastroju, zbieranie danych oraz techniki przekształcania tekstu
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Dzięki tej książce zdobędziesz wszystkie potrzebne informacje i umiejętności, aby skutecznie używać Pythona do analizy danych. Omówiono tu niezbędne podstawy statystyki i zasady analizy danych. Wyczerpująco przedstawiono zaawansowane zagadnienia dotyczące przygotowania, przetwarzania i modelowania danych, a także ich wizualizacji. W zrozumiały spos
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