O. - książki, ebooki, audiobooki, kursy video
Tytuły autora: O. dostępne w księgarni Helion
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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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ebook
(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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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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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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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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ebook
(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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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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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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ebook
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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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ebook
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audiobook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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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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ebook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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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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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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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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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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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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ebook
(49,35 zł najniższa cena z 30 dni)
83.90 zł
98.70 zł(-15%) -
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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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ebook
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audiobook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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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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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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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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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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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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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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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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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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ebook
(125,10 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł(-10%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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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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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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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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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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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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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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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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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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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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ebook
(179,40 zł najniższa cena z 30 dni)
254.15 zł
299.00 zł(-15%) -
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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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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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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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ebook
(126,75 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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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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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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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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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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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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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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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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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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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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ebook
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audiobook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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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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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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If you want to work in any computational or technical field, you need to understand linear algebra. As the study of matrices and operations acting upon them, linear algebra is the mathematical basis of nearly all algorithms and analyses implemented in computers. But the way it's presented in decades-old textbooks is much different from how professi
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
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Do your product dashboards look funky? Are your quarterly reports stale? Is the data set you're using broken or just plain wrong? These problems affect almost every team, yet they're usually addressed on an ad hoc basis and in a reactive manner. If you answered yes to these questions, this book is for you. Many data engineering teams today face the
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While there are many books on various deep learning models, it is difficult to find a book about serving the models at scale. In this book, you will learn how to quickly build working models, convert them into production-ready applications supporting various deployment environments, and distribute them at scale in the most efficient way.
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Interactive Visualization and Plotting with Julia shows you how to leverage Julia to visualize data and create interactive plots, as well as how to use various plotting packages from the Julia ecosystem. This book will help you to master the different ways to customize plots, design figures, and even create new visualization types.
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This book provides a one-stop solution for diving deep into data analytics with SQL. You'll also understand how to extract business insights from huge unorganized data.
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This book will show you how to use Comet to enhance your organization's data science projects. It offers detailed explanations of concepts, practical use cases, and best practices for managing every aspect of your data science project through Comet, from data exploration to model deployment and report building.
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Thousands of enterprises worldwide use Tableau as the solution for their data issues, big and small. With this updated edition, you will develop a firm grip on data visualization using Tableau 2022 and master all the core features that enable you to explore, prepare, fix, and present data quickly and easily.
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This book will take you through time series analysis techniques and algorithms, from both statistical and machine learning domains. It will introduce you to the KNIME Analytics Platform and its time series extension for implementing practical solutions for demand prediction, signal classification, signal forecasting, and anomaly detection.
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jOOQ Masterclass will help you write the coolest SQL statements without working with JDBC or handling ORM complexity and performance issues. This practical guide to jOOQ provides a hands-on approach with a complete and versatile set of solutions for implementing the persistence layer to serve the most stressful environments.
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Snowflake's ability to eliminate data silos and run workloads from a single platform creates opportunities to democratize data analytics, allowing users at all levels within an organization to make data-driven decisions. Whether you're an IT professional working in data warehousing or data science, a business analyst or technical manager, or an asp
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For MySQL, the price of popularity comes with a flood of questions from users on how to solve specific data-related issues. That's where this cookbook comes in. When you need quick solutions or techniques, this handy resource provides scores of short, focused pieces of code, hundreds of worked-out examples, and clear, concise explanations for progr
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This book curates numerous hyperparameter tuning methods for Python all in one place, providing a deep explanation of how each method works, and a decision map that can help you choose which hyperparameter tuning method is right for your specific problem and situation.
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Machine Learning at Scale with H2O helps you to succeed in building and deploying state-of-the-art predictive models with large data volumes in an enterprise setting. The book enables you to understand the perspectives of varied stakeholders while navigating the journey from model development to business value.
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Grafana is a great software for IoT monitoring, and many developers are learning to use Grafana for IoT and IT monitoring. This book shows you how to connect your devices, store data, manage metrics, and build powerful visualizations using Grafana, along with introducing you to the world of IoT platforms.
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This book will help you to design, develop and implement machine learning models for streaming data to generate real-time insights. You'll also be able to explore the challenges associated with streaming data and its best practices.
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This book teaches you how to use MLflow to support deep learning life cycle development with step-by-step instructions. You'll build NLP solutions from scratch and implement scalable deep learning pipelines from initial offline experimentation to production with coherent provenance tracking for code, data, models, and explainability.
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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