Dane w biznesie i data science -- analiza, automatyzacja, modele - książki
Książki, ebooki z kategorii: Dane dostępne w księgarni Helion
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Data science is ever-evolving with new concepts and tools – and for someone working in this industry, it is a no-brainer that you have be on par with these advancements. This book will help you do just that with a curated list of 18 interviews with AI leaders on the latest advancements in the AI industry.-
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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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The book helps you grasp images, text, audio, and tabular augmentation methods using real-world datasets from the Kaggle website. Throughout the chapters, you'll discover augmentation concepts and techniques, a review of available open source augmentation libraries, and a reinforcement learning section through Python Notebook coding exercises.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book shows you how to effectively use Power BI, covering everything from Fact tables and Dimension tables to different data modeling techniques. With the help of real-world scenarios, you'll be able to identify when, why, where, and how to prepare data to support an efficient Star Schema to satisfy business requirements.
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ebook
(126,75 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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Platform and Model Design for Responsible AI will help you build ML algorithms that are safe, ethical, robust, auditable, and interpretable. You'll discover the possible threats and potential causes of unfair ML models. The book addresses issues from a model perspective as well as from an architectural and deployment standpoint, enabling you to com
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ebook
(134,10 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł(-10%) -
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A practical guide that will help you leverage Power BI to extract valuable and meaningful insights from your data KEY FEATURES Learn how to transform, shape, and model your data in Power BI. Create rich, interactive and stunning reports using Power BI. Understand what recruiters are looking for and how to get started with a career in business
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Between major privacy regulations like the GDPR and CCPA and expensive and notorious data breaches, there has never been so much pressure to ensure data privacy. Unfortunately, integrating privacy into data systems is still complicated. This essential guide will give you a fundamental understanding of modern privacy building blocks, like differenti
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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The past decade has witnessed the broad adoption of artificial intelligence and machine learning (AI/ML) technologies. However, a lack of oversight in their widespread implementation has resulted in some incidents and harmful outcomes that could have been avoided with proper risk management. Before we can realize AI/ML's true benefit, practitioners
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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A step-by-step guide that will teach you how to deploy TinyML on microcontrollers KEY FEATURES Deploy machine learning models on edge devices with ease. Leverage pre-built AI models and deploy them without writing any code. Create smart and efficient IoT solutions with TinyML. DESCRIPTION TinyML, or Tiny Machine Learning, is used to enable m
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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A practical guide that will help you transform your data into actionable insights with Azure Synapse Analytics KEY FEATURES Explore the different features in the Azure Synapse Analytics workspace. Learn how to integrate Power BI and Data Governance capabilities with Azure Synapse Analytics. Accelerate your analytics journey with the no-code/lo
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Everything you need to know about using Excel for finance and accounting functions KEY FEATURES Learn how to create financial models in Excel. Explore ways to use Excel functions and formulas for financial calculations. Implement advanced Excel techniques for finance and accounting tasks. DESCRIPTION Excel is a widely-used tool in finance an
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Hands-On Computer Vision with Detectron2 enables deep learning developers to get up to speed with the nuances of solving computer vision tasks. The book also helps you understand the architecture and theoretical concepts of Detectron2, as well as prepare data and train and fine-tune models for future vision applications in modern businesses.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Hands-On Graph Neural Networks Using Python is a comprehensive guide to building and training graph neural networks for a variety of real-world applications. With clear explanations and plenty of hands-on examples, this book is a valuable resource for anyone looking to learn about and apply graph neural networks to their own projects.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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As data management continues to evolve rapidly, managing all of your data in a central place, such as a data warehouse, is no longer scalable. Today's world is about quickly turning data into value. This requires a paradigm shift in the way we federate responsibilities, manage data, and make it available to others. With this practical book, you'll
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Principles of Data Fabric presents an overview of what Data Fabric solutions are, the business value they offer, and how they address various data challenges to manage dispersed data and technologies. This book teaches you about distributed data architecture components and highlights key considerations needed to build or buy a Data Fabric solution.
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ebook
(71,24 zł najniższa cena z 30 dni)
85.49 zł
94.99 zł(-10%) -
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This book introduces the main quantum algorithms that are currently used in optimization and machine learning. The approach is hands-on, with examples that can be run on simulators and actual quantum computers. The algorithms are explained in full detail, without sacrificing rigor, but, at the same time, keeping mathematical prerequisites to a mini
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Computer Vision Using AWS AI Services enables machine learning engineers and data scientists to build and scale CV applications on AWS quickly. This comprehensive guide covers best practices to consider and shows you how to integrate AWS AI/ML services into production environments with little code.
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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 help you get to grips with time series forecasting using the leading open source forecasting tool, Prophet. You'll learn how to implement Prophet's advanced features to build forecasting models and understand why and how to modify each of the default parameters to improve results.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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SQL Query Design Patterns and Best Practices is a practical guide to making queries more efficient and maintainable. This book will help you improve your skills for writing complex queries, formatting, optimizing common query issues, and applying new techniques such as windowing and time-series functionality.
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ebook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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A hands-on guide that will help you to write clean and efficient code in Python KEY FEATURES Get familiar with the core and advanced Python concepts. Work with the most used Data Science libraries in Python. Take the first step towards your coding goals with Python for Everyone. DESCRIPTION Python is one of the most popular programming langu
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Deepfakes is a practical application of machine learning for face replacement and generative AI and is one of the most impactful – yet controversial – new uses of machine learning. You'll learn to produce your own deepfakes videos, while keeping in mind the ethical implications of the technology.
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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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A multifaceted approach to develop an understanding of AI and its potential applications KEY FEATURES AI-informed focuses on AI foundation, applications, and methodologies. AI-inquired focuses on computational thinking and bias awareness. AI-innovate focuses on creative and critical thinking and the Capstone project. DESCRIPTION AI is a dis
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Learn how to use AutoML to leverage Machine Learning for solving business problems KEY FEATURES Get familiar with the common machine learning problems and understand how to solve them. Understand the importance of different types of data and how to work with them effectively. Learn how to use machine learning and AutoML tools to solve real-wor
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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A one-stop guide to teach chemists how to use Python for coding and iterations in a hands-on and practical manner KEY FEATURES Understand the core Python functions and algorithms for the computation of chemical parameters. Learn how to use Cheminformatics modules to process and analyze elemental data and molecular structures. Get familiar with
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Wykorzystaj analizy biznesowe i sztuczną inteligencję, aby napędzać rozwój przedsiębiorstwa, podnosić wydajność i ulepszać podejmowanie decyzji biznesowych. Dzięki tej praktycznej książce z rzeczywistymi przykładami wykorzystującymi Power BI można poznać najbardziej odpowiednie przypadki użycia AI w rozwiązaniach BI, w tym ulepszone prognozowanie,
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ebook
(44,99 zł najniższa cena z 30 dni)
76.49 zł
89.99 zł(-15%) -
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Getting Started with Forex Trading Using Python bridges the gap between knowledge about forex market and Python developers. The book is a complete package that helps you understand the forex market trading and build an application that predicts the market movement accurately.
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ebook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Implementujemy wirtualnego kierowcę przy pomocy sieci neuronowych i algorytmu ewolucyjnego Czy wam również zdarzyło się użyć jakiegoś sformułowania, które umieszczone w odpowiednim kontekście było całkowicie sensowne, ale wyrwane z tegoż kontekstu brzmiało całkowicie absurdalnie? Moim dotychczasowym faworytem jest komentarz w kodzi
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ebook
(11,90 zł najniższa cena z 30 dni)
23.72 zł
27.90 zł(-15%) -
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A complete guide that will help you get familiar with Machine Learning models, algorithms, and optimization techniques KEY FEATURES Understand the core concepts and algorithms of Machine Learning. Get started with your Machine Learning career with this easy-to-understand guide. Discover different Machine Learning use cases across different dom
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Agile development and quick time-to-market deployments are crucial for competitive markets and dynamic needs, and deploying artificial intelligence technologies in microservices architecture creates flexible and adaptive systems. This practical guide helps developers and architects to design and deploy intelligent microservices systems.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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A practical guide that will help you build AI and ML solutions faster with fewer efforts and no programming knowledge KEY FEATURES Start your journey to become an AI expert today. Learn how to build AI solutions to solve complex problems in your organization. Get familiar with different No-code AI tools and platforms. DESCRIPTION No-Code Ar
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Learn how to build end-to-end scalable machine learning solutions with Apache Spark. With this practical guide, author Adi Polak introduces data and ML practitioners to creative solutions that supersede today's traditional methods. You'll learn a more holistic approach that takes you beyond specific requirements and organizational goals--allowing d
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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This is a book for anyone who wants to quickly learn to apply spatial thinking and leverage Geospatial Data Science in Python to better comprehend problem statements and come up with the best possible results.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Network Science with Python provides a hands-on approach to the theory and implementation of network science. You'll get a comprehensive explanation of how to use graph networks for data science using Python.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Za pomocą Trino, wysoce wydajnego, rozproszonego silnika zapytań SQL, przeprowadzisz szybkie, interaktywne analizy różnorodnych źródeł danych. W drugim wydaniu tego praktycznego przewodnika dowiesz się, jak analizować dane w miejscu, w którym się znajdują, niezależnie czy jest to jezioro danych obsługiwane przez system Hive, nowoczesny lakehouse ob
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ebook
(39,90 zł najniższa cena z 30 dni)
67.83 zł
79.80 zł(-15%) -
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This is a practical workbook that analyzes past Kaggle competitions in hopes of helping readers understand the best practices on how to approach future challenges. With the help of this workbook, readers will experience the case studies as if they themselves were part of the competitions and gain hands-on experience on how to approach their first K
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ebook
(67,43 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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Data Wrangling with R covers the most modern ways to make data ready for exploration or modeling in detail. The book covers libraries from the tidyverse package, such as tidyr, dplyr, ggplot2, and lubridate to help you prepare your data for analysis. You'll also explore data visualization and modeling to create better graphics and projects with R.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Learn Azure Synapse Data Explorer covers advanced analytics and data science scenarios with the use of free-text and semi-structured data from an application log and device telemetry. The book takes an end-to-end approach to work with data ingestion and data science experiments through dashboarding.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Combing the web is simple, but how do you search for data at work? It's difficult and time-consuming, and can sometimes seem impossible. This book introduces a practical solution: the data catalog. Data analysts, data scientists, and data engineers will learn how to create true data discovery in their organizations, making the catalog a key enabler
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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Bring elasticity and innovation to Machine Learning and AI operations KEY FEATURES Coverage includes a wide range of AWS AI and ML services to help you speedily get fully operational with ML. Packed with real-world examples, practical guides, and expert data science methods for improving AI/ML education on AWS. Includes ready-made, purpose-bui
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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 is a comprehensive guide on GPT-3, an AI language model developed by Open AI in2020, and its capabilities and applications. The book covers the basics of GPT-3 and provides readers with the tools to access and use the API to create their own GPT-3 powered product, as well as exploring the impact of GPT-3 on emerging AI trends.
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ebook
(71,24 zł najniższa cena z 30 dni)
85.49 zł
94.99 zł(-10%) -
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Get started with Ray, the open source distributed computing framework that simplifies the process of scaling compute-intensive Python workloads. With this practical book, Python programmers, data engineers, and data scientists will learn how to leverage Ray locally and spin up compute clusters. You'll be able to use Ray to structure and run machine
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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W niniejszej publikacji przedstawiony został raport Plan -Wykonanie narastająco, zaprojektowany w Excelu i zasilony danymi z plików JPK_KR. Dane do raportu zostały przekształcone w Power Query. Do publikacji dołączony jest plik Excela.
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ebook
(17,16 zł najniższa cena z 30 dni)
16.76 zł
20.19 zł(-17%) -
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Deep Learning and XAI Techniques for Anomaly Detection shows you how to evaluate and create explainable models, leading to increased interpretability and trust in model predictions with better performance. You'll explore the fundamentals of deep learning, anomaly detection, and XAI using practical examples and self-assessment questions.
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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 ever-increasing need of graph representation among data scientists for modeling complex relationships and extracting contextual information is addressed by the latest version of Neo4j. This book shows you how to set up a graph machine learning pipeline using Neo4j 5, its Graph Data Science Library 2.0, and its Python client.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Updated to keep up with the latest version of PostgreSQL, this fifth edition will help you build dynamic database solutions for enterprise applications using real-world hands-on examples, enabling you to design both the physical and technical aspects of the system architecture with ease.
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(134,10 zł najniższa cena z 30 dni)
179.10 zł
199.00 zł(-10%) -
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Following the right architecture enables organizations to deliver a successful business solution that can boost customer engagement and growth. With this comprehensive guide, you'll learn architectural best practices and methodologies for designing an enterprise-grade solution for your business needs using Microsoft Power Platform, and then integra
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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Tableau Desktop Specialist Certification is a practical book full of exercises and examples that will help you master Tableau Desktop and successfully gain certification. This book includes complete, up-to-date coverage of the exam so you can attempt it with confidence, fully equipped to pass the first time.
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ebook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Explore different web mining techniques to discover patterns, structures, and information from the web KEY FEATURES A complete overview of the basic and advanced concepts of Web mining. Work with easy-to-use open-source Python libraries for Web mining. Get familiar with the various beneficial areas and applications of Web mining. DESCRIPTION
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Data scientists working with Azure will be able to put their knowledge to work with this practical guide to Azure Machine Learning focused on leveraging the SDK V2 and CLI V2. With detailed steps and explanations, you'll learn how to build and productionize end-to-end machine learning solutions using Azure ML.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Data Analytics using Splunk 9. x provides a detailed walk-through of the improvements introduced in Splunk 9 with the help of practical examples. It not only teaches you to create visualizations with Splunk 9. x but also takes you through the advanced features of clustering, administration, data modeling, federated search, and container management.
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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Explore the Essential Concepts, Tools, and Services in GCP KEY FEATURES Build a solid foundation of the Google Cloud Platform. Work with different AI and Machine Learning services offered by Google Cloud. Learn how to use Google cloud services to build scalable apps. DESCRIPTION Google Cloud platform has a suite of cloud computing services f
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Monografia prezentuje zagadnienia techniczne, organizacyjne i informatyczne w zastosowaniu do nowoczesnych systemów transportowych. Przedstawiono w niej zasady projektowania i optymalizacji działania autobusu elektrycznego zasilanego z wodorowych ogniw paliwowych oraz nową metodę doboru parametrów eksploatacyjnych pojazdów w as
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Monografia dotyczy praktycznych zastosowań i współczesnych trendów technologicznych w informatycznych w systemach złożonych, zapoznaje z opisanymi metodami badawczymi oraz pokazuje różne aspekty zastosowań i wykorzystania zdobytego doświadczenia w praktyce inżynierskiej. Proponowane rozwiązania składają się z systemów zł
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Edge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target--from ultra-low pow
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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 the accelerating speed of business and the increasing dependence on technology, companies today are significantly changing the way they build in-house business solutions. Many now use low-code and no code technologies to help them deal with specific issues, but that's just the beginning. With this practical guide, power users and developers wi
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory.Engineers, data s
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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 the increasing use of AI in high-stakes domains such as medicine, law, and defense, organizations spend a lot of time and money to make ML models trustworthy. Many books on the subject offer deep dives into theories and concepts. This guide provides a practical starting point to help development teams produce models that are secure, more robus
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Kolejna publikacja z serii Excel tylko dla księgowych. Podobnie jak w innych, wcześniejszych publikacjach z tej serii i do tej dołączony jest plik Excela z omawianym w książce raportem, którym jest rachunek przepływów pieniężnych metodą pośrednią.
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(25,75 zł najniższa cena z 30 dni)
25.14 zł
30.29 zł(-17%) -
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With this book, you'll learn how to develop large-scale machine learning applications using high-performance computing on Amazon Web Services. In addition, you'll understand architectural components, performance optimization, and real-world use cases in domains like genomics, autonomous vehicles, computational fluid dynamics, and numerical optimiza
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Data Modeling with Tableau is a practical guide to understanding Tableau's data model. Using a hands-on approach, you'll master effective ways to build and securely share organizational data models built from multiple data sources. The book covers different parts of the Tableau platform and their role in a data modeling strategy.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Mastering the art of model serving is a crucial yet daunting task in the realm of machine learning. This comprehensive guide equips you with knowledge of various model serving techniques to seamlessly bring your machine learning models to fruition, while also highlighting the best practices in model deployment.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
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As hackers come up with new ways to mangle or misdirect data in nearly undetectable ways to obtain access, skew calculations, and modify outcomes. Machine Learning Security Principles helps you understand hacker motivations and techniques in an easy-to-understand way.
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audiobook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Mathematical Codebook to Navigate Through the Fast-changing AI Landscape KEY FEATURES Access to industry-recognized AI methodology and deep learning mathematics with simple-to-understand examples. Encompasses MDP Modeling, the Bellman Equation, Auto-regressive Models, BERT, and Transformers. Detailed, line-by-line diagrams of algorithms, and t
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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Explore recipes for both classical quantitative finance approaches to modeling financial data, as well as modern machine learning and deep learning solutions
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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CompTIA Data+: DAO-001 Certification Guide walks you through every concept covered in the new CompTIA exam with simple, a step-by-step explanations. Complete with exam tips, practical exercises, mock exams, and exam objective mappings, this is the perfect study guide to help you obtain Data+ certification
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audiobook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Cypher is a great language to express graph traversals, but it still requires a bit of change in the thinking process to write performant cypher queries. This book will help to get the best out of neo4j using cypher language and its capabilities.
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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Database administrators invest a great deal of time planning backend databases to support apps. Planning around a database involves several considerations such as high availability, security, performance requirements, and disaster recovery. This book covers a series of concepts with screenshots and helps you explore Autonomous Database.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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A step-by-step guide to get started with Machine Learning KEY FEATURES Understand different types of Machine Learning like Supervised, Unsupervised, Semi-supervised, and Reinforcement learning. Learn how to implement Machine Learning algorithms effectively and efficiently. Get familiar with the various libraries & tools for Machine Learning.
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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More organizations than ever understand the importance of data lake architectures for deriving value from their data. Building a robust, scalable, and performant data lake remains a complex proposition, however, with a buffet of tools and options that need to work together to provide a seamless end-to-end pipeline from data to insights.This book pr
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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Python offers powerful packages to help anyone tackle complex mathematical problems in a simple and efficient way. This practical guide explains how to model real-world problems as mathematical objects in Python, perform computations, and interpret results. Most of all, it shows what is possible when Python and math are combined.
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How do you turn raw, unprocessed, or malformed data into dynamic, interactive web visualizations? In this practical book, author Kyran Dale shows data scientists and analysts--as well as Python and JavaScript developers--how to create the ideal toolchain for the job. By providing engaging examples and stressing hard-earned best practices, this guid
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Python is a first-class tool for many researchers, primarily because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the new edition of Python Data Science Handbook do you get them all--IPython, NumPy, pandas, Matplotlib, scikit-learn,
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Unlock the Potential of Data Science and Machine Learning to Your Business and Organization KEY FEATURES Includes today's most popular applications powered by data science and machine learning technology. A solid primer on the entire data science lifecycle, detailed with examples. An integrated approach to demonstrating the use of Image Proces
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The Art of Data-Driven Business is a practical guide to understanding the intricacies of powering your business decisions with machine learning algorithms backed by the might of Python. The techniques you'll learn in this book will enable you to make the best possible decisions based on a data-driven approach.
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Understanding data is a powerful skill. This book will help you build a sound understanding of data literacy basics and build your confidence to work with data every day. Guided by best practices and real-world examples, you'll master the skills to make smarter decisions with data, fast.
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Hands-On Simulation Modeling with Python, Second Edition teaches you how to leverage Python to develop simulation models and use various Python packages. The book will help you explore various numerical simulation algorithms and concepts, such as the Markov Decision Process, Monte Carlo methods, and bootstrapping techniques.
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How to Make Web Visualizations with D3js KEY FEATURES Includes narrative tools to master data visualization methods, charts, templates, and D3. Essential strategies for creating intelligent visualizations and modern graphs beyond simple lines, bars, and pie charts. Provides the opportunity for readers to create the graphs that are best suited
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AI has a transformational impact on our health and well-being, leading to some of the biggest breakthroughs of this decade. This book is a comprehensive guide filled with practical, hands-on examples to help you understand and apply AI to real-world problems in areas like provider efficiency, radiology, precision medicine, and genomics.
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Microsoft Certified Azure Data Fundamentals (Exam DP-900) Certification Guide will steer you through the DP-900 exam with practical tests and a no-nonsense approach. This concise volume strips away the fluff and concentrates on what you need to become successful with Azure's cloud data services.
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Microsoft Power BI Quick Start Guide, Third Edition, gets you up to speed with Power BI quickly, enabling you to derive actionable insights from your data using the data visualization capabilities of Microsoft Power BI within a short span of time and help your business make better decisions.
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Modern Time Series Forecasting with Python is a timely book that goes beyond popular classical time series techniques such as ARIMA and exponential smoothing and embraces modern high-performant techniques like machine learning. You'll discover tested tips and tricks to advance your skillset and make you industry-ready in time series forecasting.
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Capsulated knowledge on SQL for Data Professionals KEY FEATURES A fantastic crash course on learning SQL for database programming and querying. Numerous examples and use cases on every aspect of SQL and developer jobs. Complex queries, performance tweaking, and database design patterns are all included. DESCRIPTION This book provides lucid e
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Najlepsze praktyki i techniki Książka ta jest przeznaczona dla praktyków i zawiera wyczerpujący przegląd najlepszych metod rozwiązywania problemów w systemie Microsoft SQL Server oraz poprawiania jego wydajności. Inżynierowie, programiści i administratorzy baz danych dowiedzą się, jak identyfikować problemy związane z wydajnością, traktować je w
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This book serves as a complete guide to passing the Salesforce Certified Data Architect exam with confidence. You'll understand data concepts on the Salesforce platform and data performance along with many other related architectural concepts that will help you pass the exam on the first attempt.
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Data has become the most powerful tool in business today, and telling its story effectively is critical. Yet one of the best communicators—color—is the most neglected tool in data visualization. With this book, DATAcated founder Kate Strachnyi provides the ultimate guide to the correct use of color for representing data in graphs, chart
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This practical guide bridges the gap between general cloud computing architecture in Microsoft Azure and scientific computing for bioinformatics and genomics. You'll get a solid understanding of the architecture patterns and services that are offered in Azure and how they might be used in your bioinformatics practice. You'll get code examples that
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This book will help you learn how to build and tune state-of-the-art machine learning and deep learning models using Python and industry-standard libraries for deriving biological insights from large amounts of multimodal genomic datasets. You'll also learn how to deploy these models on several cloud platforms such as AWS and Azure.
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Wykorzystaj funkcje programu Excel 2021 do budowy arkuszy kalkulacyjnych, które rozwiązują problemy biznesowe i dostarczają wiarygodnych odpowiedzi. Bazując na swoim niezrównanym doświadczeniu, Paul McFedries pomoże w pełni wykorzystać potencjał istniejących formuł i funkcji, uwzględniając najnowsze usprawnienia, poczynając od tablic dynamicznych p
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While many introductory guides to AI are calculus books in disguise, this one mostly eschews the math. Instead, author Jeff Prosise helps engineers and software developers build an intuitive understanding of AI to solve business problems. Need to create a system to detect the sounds of illegal logging in the rainforest, analyze text for sentiment,
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Learn Everything about Excel Charts, PivotTables, Dashboards and Master Analytic Techniques for Decision Making DESCRIPTION Excel's charts, graphs, and reports are beneficial, so it's time to use them to your advantage. Learn how to execute the most innovative analysis on your preferred data using PivotTables, PivotCharts, What-if-Analysis, descr
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This practical guide to 3D deep learning will help you learn everything you need to know about 3D computer vision models and how to incorporate them into your day-to-day work. The book covers top methods and frameworks to demonstrate how 3D data can be processed and help you gain the confidence to implement your own 3D deep learning models.
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Most intermediate-level machine learning books focus on how to optimize models by increasing accuracy or decreasing prediction error. But this approach often overlooks the importance of understanding why and how your ML model makes the predictions that it does.Explainability methods provide an essential toolkit for better understanding model behavi
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Machine learning and Python offer unique opportunities to process text data. This book will equip you with the skills you need to undertake a role in the field. The content keeps the right balance between need-to-know theory and hands-on practice, grounding the discussion around different case studies.
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Python Feature Engineering Cookbook, Second Edition will give you the practice, tools, and techniques to streamline your feature engineering pipelines and simplify and improve the quality of your code. With more than 70 methods to transform or create variables, you will find solutions tailored to different datasets and machine learning models.
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Quantum Machine Learning and Optimisation in Finance shows you how to create hybrid quantum-classical machine learning and optimisation models that can harness the power of NISQ hardware.
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Deep learning is one of the most cutting-edge fields in the AI space currently and most AI-powered applications currently utilize deep learning techniques. This book will teach you both software and hardware aspects used to run deep learning models at scale using Amazon SageMaker.
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This book helps you understand how to design and implement a federated learning (FL) system. Using solid coding examples, you'll be able to acquire the essential skills needed to develop and support machine learning applications empowered by FL that can protect data privacy, increase learning efficiency, and reduce computational resources and costs
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Supercharging Node.js Applications with Sequelize will provide developers with the necessary knowledge needed for interacting with an SQL database and a Node.js application using the Sequelize library. This library will help make the production of your application easier to manage and organize your database's schematics and objects.
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Data Storytelling with Looker Studio helps you advance in your journey as a data analyst by not only providing the know-how and the best ways to leverage Looker Studio but also laying out the principles underlying effective data visualization. You'll learn the three-step approach to building dashboards using real datasets and practical examples.
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There is a growing need for professionals with experience in working on machine learning engineering requirements along with knowledge of automating complex MLOps pipelines in the cloud. This book will help you explore a variety of AWS services that ML practitioners can use to solve various ML engineering requirements and challenges in production.
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Intelligent document processing covers modern ways to extract insights from documents. This book helps you to quickly master IDP with AWS AI services using practical applications across industries such as insurance, healthcare, mortgage, and the public sector, and bring your documents to life by deriving invaluable insights.
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Data quality will either make you or break you in the financial services industry. Missing prices, wrong market values, trading violations, client performance restatements, and incorrect regulatory filings can all lead to harsh penalties, lost clients, and financial disaster. This practical guide provides data analysts, data scientists, and data pr
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In spatial data science, things in closer proximity to one another likely have more in common than things that are farther apart. With this practical book, geospatial professionals, data scientists, business analysts, geographers, geologists, and others familiar with data analysis and visualization will learn the fundamentals of spatial data analys
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Candlesticks have become a key component of platforms and charting programs for financial trading. With these charts, traders can learn underlying patterns for interpreting price action history and forecasts. This A-Z guide shows portfolio managers, quants, strategists, and analysts how to use Python to recognize, scan, trade, and back-test the pro
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Neural Search, from Prototype to Production with Jina covers the important tools in deep learning–powered search infrastructure for building cross- and multi-modal search systems, including text, images, video, and audio, distributed on the cloud.
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Build data-driven business solutions with the Microsoft Power Platform KEY FEATURES Expert-led training to learn and create a wide range of custom business applications. Include Microsoft Power Automate in your workflow to streamline business procedures. Take advantage of Microsoft Power BI to uncover hidden business opportunities. DESCRIPTIO
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Deep Learning with TensorFlow and Keras, Third Edition teaches deep learning techniques alongside TensorFlow (TF) and Keras. The book introduces neural networks with TensorFlow, runs through the main applications, covers two working example apps, and then dives into TF and cloud in production, TF mobile, and using TensorFlow with AutoML.
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Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python
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Perform fast interactive analytics against different data sources using the Trino high-performance distributed SQL query engine. In the second edition of this practical guide, you'll learn how to conduct analytics on data where it lives, whether it's a data lake using Hive, a modern lakehouse with Iceberg or Delta Lake, a different system like Cass
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WPROWADZENIE DO UCZENIA MASZYNOWEGO Z WYKORZYSTANIEM INTUICYJNEGO JĘZYKA R Uczenie maszynowe i analiza danych pełnią coraz ważniejszą rolę w tworzeniu wartości dodanej. Uczenie maszynowe pozwala znajdować ukryte w danych zależności, wnosząc nowe pomysły i wiedzę, którą trudno byłoby osiągnąć bez tej zaawansowanej techniki. Książka Praktyc
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This is a must-have book for developers and architects who want to understand the core skills that a Java professional should have to become a data architect in order to create effective architectures. You'll be able to pick up industry best practices if you're an aspiring Java data architect who wants to easily achieve their goal.
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Using the hands-on recipes in this book, you'll be able to apply your learning to research and analysis in computational biology with Python. You'll understand modern, practical applications of bioinformatics using popular programming techniques and frameworks. This will equip you to efficiently deal with the ever-increasing deluge of bioinformatic
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This new edition of Azure Data Engineering Cookbook acts as a practical guide, focusing on the different data engineering techniques that can be implemented using Azure Data Services. You will learn how to build end-to-end Azure data engineering pipelines to help you extract useful insights out of raw data collected from disparate sources.
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Microsoft Power BI is a data analytics and visualization tool powerful enough for the most demanding data scientists, but accessible enough for everyday use for anyone who needs to get more from data. The market has many books designed to train and equip professional data analysts to use Power BI, but few of them make this tool accessible to anyone
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Prepare yourself for the digital transformation with the Microsoft Power Platform KEY FEATURES Learn using concrete examples, minimal theoretical coverage, and practical Power Platform illustrations. Explore the interactive understanding of the no-code concept and various Power Platform components for building intelligent systems. Learn to dev
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Practical Automated Machine Learning Using H2O.ai covers in detail how H2O automates the machine learning effort and how you can use it to develop your ML systems quickly and easily. This book helps you to focus on achieving results while H2O does all the heavy lifting for you.
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This book explains how to use FastAPI, React, and MongoDB to build web and data visualization applications efficiently without in-depth knowledge of each component. It will be the springboard for you to explore the diverse world of web application development.
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This is a guide to learning and mastering machine learning in Google Cloud and a roadmap to becoming a Google Cloud certified Machine Learning Engineer. The book emphasizes developing the “mind and hand” to build a broad and strong knowledge base, develop hands-on skills, and get certified as a Google Cloud Machine Learning Engineer.
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Business Intelligence with Databricks SQL Analytics is a critically timed book for BI and data warehouse practitioners who want to get up to speed with the details and implications of adopting the Databricks Lakehouse Platform. The book will help you master the concepts, features, and functions of Databricks SQL for optimal analytics experience.
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This book will equip you with new features, techniques, and shortcuts that will transform your experience in Excel. Accessibility and code-free automation are explored from several perspectives. Underused features and nuances that blindside Excel users are also discussed throughout the book, along with a special emphasis on data integrity.
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The power to build a successful career is at your fingertips with Excel 2021 DESCRIPTION Do you struggle with handling Excel data? Do you waste a lot of time figuring out which formulas and functions to use for your day-to-day office work? Even so, do you still want to become a master of Excel's most advanced features and techniques? This book
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