Dane w biznesie i data science -- analiza, automatyzacja, modele - książki
Książki, ebooki z kategorii: Dane dostępne w księgarni Helion
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The book will start from the theoretical foundations of deep neural networks, and it will delve into the most popular network architectures – transformers and convolutional networks. It will combine them with PyTorch, Keras, and Hugging Face Transformers examples in the fields of computer vision and natural language processing.-
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Think smart, code better with quick project-oriented Python KEY FEATURES Helps you master the fundamentals of syntax and object-oriented programming. Covers a wide range of Python topics, from fundamentals to advanced concepts. Cutting-edge Python libraries for GUI applications, games, graphics, and mobile apps. Real-world examples with data
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Analytics projects are frequently long, drawn-out affairs, requiring multiple teams and skills to clean, join, and eventually turn data into analysis for timely decision-making. Alteryx Designer changes all of that. With this low-code, self-service, drag-and-drop workflow platform, new and experienced data and business analysts can deliver results
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Your training data has as much to do with the success of your data project as the algorithms themselves because most failures in AI systems relate to training data. But while training data is the foundation for successful AI and machine learning, there are few comprehensive resources to help you ace the process. In this hands-on guide, author Anth
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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The book is a practical guide that'll help you prepare to successfully break into the data engineering role. The chapters cover technical concepts as well as tips for resume, portfolio, and brand building to catch the employer's attention, while also focusing on case studies and real-world interview questions.
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ebook
(67,43 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the "big themes" of the discipline—machine learning and programming. But most of the time, these tools can only take u
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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Alteryx Designer Cookbook is a comprehensive guide with a collection of practical and easy-to-follow recipes for a wide range of topics in Alteryx Designer, including data cleansing, and data blending. It is designed to help you implement these techniques in your projects and gain insights from your data quickly and efficiently
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ebook
(134,25 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł(-10%) -
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Embark on a journey to master data engineering pipelines on AWS! Our book offers a hands-on experience of AWS services for ingesting, transforming, and consuming data. Whether you're an absolute beginner or someone with basic data engineering experience, this guide is an indispensable resource.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This hands-on book will help you make your machine learning models fairer, safer, and more reliable and in turn improve business outcomes. Every chapter introduces a new mission where you learn how to apply interpretation methods to realistic use cases with methods that work for any model type as well as methods specific for deep neural networks.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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PostgreSQL has become a widely adopted database engine thanks to its robust enterprise capabilities. This edition will not only help you get up and running with the latest changes in PostgreSQL but will also focus on its most important features; like transactions, security, replication, backup and restore, extensions and more.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
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Unlock the power of AI with Python: Your Journey from Novice to Neural Nets KEY FEATURES Learn to code in Python and use Google Colab's hardware accelerators (GPU and TPU) to train and deploy AI models efficiently. Develop Convolutional Neural Networks (CNNs) using the TensorFlow 2 library for computer vision tasks. Develop sequence, attention
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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This book takes a unique problem–solution approach to handling complex tasks in the bioinformatics domain using different datasets present in the book. With the help of real-world examples, you'll learn to put each independent recipe to use to tackle problems in the field of bioinformatics.
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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Learn how to build and deploy scalable, real-time search applications with Elasticsearch 8 KEY FEATURES Learn the basics of Elasticsearch, including its key features and use. Understand the Elastic Stack and how its components, such as Kibana, Logstash, and Beats work with Elasticsearch to search, analyze, and visualize data. Learn how to tune
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Machine Learning with Qlik Sense enables you to master machine learning skills and techniques and expand the use of analytics to predictive use cases. The chapters are designed to help you learn the key concepts of machine learning using practical examples, enabling you to create better analytics applications and get the most out of your data.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
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Machine learning is rapidly transitioning to synthetic data solutions, yet comprehensive resources to understand its uses are scarce. Synthetic Data for Machine Learning is a pioneering, comprehensive book covering synthetic data generation approaches, case studies, best practices, hands-on examples, and above all, how to use it to solve your own
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Computers cannot understand texts or organize documents. Texts must first be converted into numeric values before they can be used to unlock the hidden connection between documents into topics. This easy-to-follow book simplifies these processes for you, unveiling the power of Gensim to perform complex topic modeling, and showcases professional use
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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The book is a foundational guide for developers keen on mastering machine learning and statistical modeling in R. It offers a hands-on approach along with real-world applications. Whether you're a beginner or looking to upgrade your skills, the book equips you with practical knowledge to tackle a wide array of tasks in ML and statistics.
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(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Harness the power of Python to analyze your IoT data KEY FEATURES Learn how to build an IoT Data Analytics infrastructure. Explore advanced techniques for IoT Data Analysis with Python. Gain hands-on experience applying IoT Data Analytics to real-world situations. DESCRIPTION Python is a popular programming language for data analytics, and i
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Na treść książki składają się przede wszystkim zagadnienia związane z zastosowaniami sztucznej inteligencji. Wstępem są rozważania na temat tzw. odpowiedzialnej sztucznej inteligencji. Podstawowym tworzywem, na którym działa sztuczna inteligencja, są dane, informacja i wiedza. O inżynierii wiedzy, a w tym o metodach reprezentacji wiedzy, traktuje r
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(32,50 zł najniższa cena z 30 dni)
35.70 zł
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Współczesne firmy, coraz bardziej zależne od technologii i zmuszone do coraz szybszego tempa działania, znacząco zmieniają sposoby tworzenia własnych rozwiązań biznesowych. Wiele z nich rozwiązuje różne problemy za pomocą technologii low-code i no-code, jednak dostępnych jest znacznie więcej możliwości. W tym praktycznym przewodniku zaawansowani uż
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ebook
(44,99 zł najniższa cena z 30 dni)
76.49 zł
89.99 zł(-15%) -
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With the surge in big data and AI, organizations can rapidly create data products. However, the effectiveness of their analytics and machine learning models depends on the data's quality. Delta Lake's open source format offers a robust lakehouse framework over platforms like Amazon S3, ADLS, and GCS.This practical book shows data engineers, data sc
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(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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Learn how to build a complete machine learning pipeline by mastering feature extraction, feature selection, and algorithm training KEY FEATURES Develop a solid understanding of foundational principles in machine learning. Master regression and classification methods for accurate data prediction and categorization in machine learning. Dive into
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools li
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
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This book guides you to discover and extract quality data from the web using Python libraries such as requests, lxml, pyquery, scrapy, and to use effective scraping techniques. It'll help you master the fundamentals and advanced concepts of web scraping and apply your skills to real-world data extraction tasks, with analysis and visualization.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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A practical guide to using Spark SQL to perform complex queries on your Databricks data KEY FEATURES Learn SQL from the ground up, with no prior programming or SQL knowledge required. Progressively build your knowledge and skills, from basic data querying to complex analytics. Gain hands-on experience with SQL, covering all levels of knowledge
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Amazon Redshift powers analytic cloud data warehouses worldwide, from startups to some of the largest enterprise data warehouses available today. This practical guide thoroughly examines this managed service and demonstrates how you can use it to extract value from your data immediately, rather than go through the heavy lifting required to run a ty
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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If you were handed two different but related sets of data, what tools would you use to find the matches? What if all you had was SQL SELECT access to a database? In this practical book, author Jim Lehmer provides best practices, techniques, and tricks to help you import, clean, match, score, and think about heterogeneous data using SQL.DBAs, progra
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
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Geospatial Analysis with SQL helps you advance in your journey as a GIS analyst with actionable instructions that can be used for geospatial analysis without having to learn a third-generation programming language like R or Python. It takes a use-case-based approach beyond the database to teach you how to integrate SQL for geospatial analysis.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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To help you on the path to becoming a Snowflake pro, this concise yet comprehensive guide reviews fundamentals and best practices for Snowflake's SQL and Scripting languages. Developers and data professionals will learn how to generate, modify, and query data in the Snowflake relational database management system as well as how to apply analytic fu
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Algorithms play an important role in computing, so a deeper understanding of an algorithm's logic and mathematics is essential. Beyond traditional computing, being able to apply these algorithms to real-world problems is a necessary skill and what this book focuses on.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Building ETL Pipelines in Python covers the process of creating robust and scalable ETL pipelines from scratch. The book explores all the tools and technologies available to create robust ETL pipelines along with real-world examples and practical implications.
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ebook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Machine Learning with LightGBM and Python is a practical guide that takes you from the essentials of machine learning and the data science processes to building production-ready, high-performance machine learning solutions using LightGBM on -of-the-art platforms.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
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Modern Data Architectures with Python allows you to adopt a hands-on approach to learning the latest data tooling and techniques needed for architecting data solutions. The topics covered in this book, along with practical examples, will radically transform your data practice.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Practical Data Quality offers a comprehensive view of managing data quality in your organization – from the business case through to permanently embedding improvements you make in the organization. The authors use real-world examples throughout and provide re-usable templates to accelerate your initiatives.
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ebook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Streamlit for Data Science takes you through the basics of data app development, prototyping machine learning models, and deploying Streamlit apps. It walks you through practical, actionable examples using project-based learning.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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TensorFlow finds applications in companies like Google, Twitter, Intel, and Airbnb for solving business problems. Get ready to validate your skills with TensorFlow Developer Certificate using this comprehensive guide to building deep learning models through hands-on, real-world exercises, step-by-step explanations, and case studies.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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With practical and in-depth coverage of everything from the basics of dataset construction to the intricacies of deep learning, Machine Learning for Emotion Analysis in Python introduces you to emotion analysis and helps you accelerate your business growth.
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ebook
(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Learn using Cloud data technologies for improving data analytics and decision-making capabilities for your organization KEY FEATURES Get familiar with the fundamentals of data architecture and Cloud computing. Design and deploy enterprise data architectures on the Cloud. Learn how to leverage AI/ML to gain insights from data. DESCRIPTION Clo
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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A step-by-step guide for designing, implementing, and managing Oracle GoldenGate with HUB Architecture KEY FEATURES Learn how to use the REST API, command line solutions, and web interface to manage Oracle GoldenGate Microservices Architecture. Configure Oracle GoldenGate Microservices for disaster recovery and high-availability architecture.
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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The Presto community has mushroomed since its origins at Facebook in 2012. But ramping up this open source distributed SQL query engine can be challenging even for the most experienced engineers. With this practical book, data engineers and architects, platform engineers, cloud engineers, and software engineers will learn how to use Presto operatio
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ebook
(131,40 zł najniższa cena z 30 dni)
186.15 zł
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Used by more than 80% of Fortune 100 companies, Apache Kafka has become the de facto event streaming platform. Kafka Connect is a key component of Kafka that lets you flow data between your existing systems and Kafka to process data in real time.With this practical guide, authors Mickael Maison and Kate Stanley show data engineers, site reliability
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
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Debugging Machine Learning Models with Python equips you with the skills needed to transition from a machine learning beginner to a specialist. It guides you through the tools, theoretical concepts, Python modules, and libraries for bringing a high-quality model into production and identifying opportunities to improve your models.
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(111,75 zł najniższa cena z 30 dni)
134.10 zł
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As an aspiring data scientist, you appreciate why organizations rely on data for important decisions--whether it's for companies designing websites, cities deciding how to improve services, or scientists discovering how to stop the spread of disease. And you want the skills required to distill a messy pile of data into actionable insights. We call
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(179,40 zł najniższa cena z 30 dni)
254.15 zł
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Gain deep insight into real-time analytics, including the features of these systems and the problems they solve. With this practical book, data engineers at organizations that use event-processing systems such as Kafka, Google Pub/Sub, and AWS Kinesis will learn how to analyze data streams in real time. The faster you derive insights, the quicker y
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(131,40 zł najniższa cena z 30 dni)
186.15 zł
219.00 zł(-15%) -
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Take a data-first and use-case–driven approach with Low-Code AI to understand machine learning and deep learning concepts. This hands-on guide presents three problem-focused ways to learn no-code ML using AutoML, low-code using BigQuery ML, and custom code using scikit-learn and Keras. In each case, you'll learn key ML concepts by using real-
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(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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This technical guide takes you on a data-driven journey by teaching you how to streamline data manipulation, resolve data processing bottlenecks, and optimize pipelines. This book is your go-to resource for becoming proficient with the MongoDB aggregation framework.
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(164,25 zł najniższa cena z 30 dni)
197.10 zł
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Building Statistical Models in Python will give you the tools to answer questions about data using some of the most widely used techniques in industry with Python. You'll learn to formulate and test questions using regression, classification, forecasting methods, and summarize findings into insightful actions.
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(111,75 zł najniższa cena z 30 dni)
134.10 zł
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This comprehensive book explores various roles in business intelligence, helping you create a career roadmap based on your skills and aspirations. It covers data modeling, visualization, programming, development, lifecycle, project management, and offers valuable insights on different areas of study.
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(71,24 zł najniższa cena z 30 dni)
85.49 zł
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Machine learning engineering is an in-demand skill set, and it can be difficult to find a helpful guide on the topic. This fully updated second edition will help you solve business problems by addressing the pain points in creating standardized pipelines for taking proof-of-concept ML models to production and producing trustworthy results.
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(111,75 zł najniższa cena z 30 dni)
134.10 zł
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Every organization wants an agile, performant, and cost-effective data platform that meets all their current and future business needs. Purpose-built AWS analytics services and their features play a big part in building such a modern data platform. This book brings to you all the design and architectural patterns that'll help you achieve this goal.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
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Unlock the full potential of Splunk Enterprise with this comprehensive guide by following the admin exam blueprint, from installation to advanced techniques, all in one place. Packed with practical examples, the guide simplifies learning and allows you to master the platform's capabilities easily and get certified as a Splunk Enterprise admin.
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(81,75 zł najniższa cena z 30 dni)
98.10 zł
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Explore mathematical concepts and approaches to modeling, alongside machine learning techniques, to understand the relevance of models in solving business problems. This book covers various models, tools to uncover meaningful insights, and the perfect blend of machine learning and mathematical modeling to enhance your data science journey.
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(111,75 zł najniższa cena z 30 dni)
134.10 zł
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Machine learning pipelines are expensive and complex, requiring industries to enable their data science teams with the ability to train models and run predictions with easy-to-use tools. This book helps you implement end-to-end serverless architectures for ingestion, analytics, and machine learning using Redshift Serverless and Redshift ML.
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(111,75 zł najniższa cena z 30 dni)
134.10 zł
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This book is a comprehensive resource to mastering your Tableau skills and becoming a BI expert. As you progress, you will learn how to build advanced dashboards and improve your storytelling to derive key business insight, as well as make you well-versed with advanced functionalities of Tableau in the business intelligence domain.
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(111,75 zł najniższa cena z 30 dni)
134.10 zł
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Learn how to build an end-to-end data to AI solution on Google Cloud using Vertex AI KEY FEATURES Harness the power of AutoML capabilities to build machine learning models. Learn how to train custom machine learning models on the Google Cloud Platform. Accelerate your career in data analytics by leveraging the capabilities of GCP. DESCRIPTIO
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
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Extending Business Central with the Power Platform is a step-by-step guide for Business Central professionals to create solutions that automate business processes, explain complex workflow approvals, and integrate with hundreds of other systems, without traditional development. It'll guide you in customizing Business Central with Power Platform.
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(111,75 zł najniższa cena z 30 dni)
134.10 zł
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This comprehensive guide takes you on a panoramic journey, providing practical solutions based on well-established patterns and industry standards for Java solutions. From data storage options to SQL, NoSQL, and NewSQL technologies, this book equips you with essential knowledge to make informed decisions.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
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A practical guide to using Excel for decision making, forecasting, optimization, and more KEY FEATURES Solve a wide range of decision-making problems in operations, finance, and statistics. Build and use Excel models to analyze data and make informed decisions. Use the Excel Solve function to find the optimal solution to a problem. DESCRIPTI
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
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Transform raw data into actionable insights by collecting, cleaning, analyzing, and visualizing data KEY FEATURES Use data analytics to create insights that drive better decision making. Create interactive visualizations that communicate data insights to stakeholders. Use visualizations to communicate the findings of your analysis in a way th
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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A hands-on guide to building and deploying deep learning models with Python KEY FEATURES Acquire the skills to perform exploratory data analysis, uncover insights, and preprocess data for deep learning tasks. Build and train various types of neural networks, including Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs). G
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
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What will you learn from this book?Want to learn the Python language without slogging your way through how-to manuals? With Head First Python, you'll quickly grasp Python's fundamentals by working with built-in data structures and functions. You'll build your very own web app, which—once it's ready for prime time—runs in the cloud. You'
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(131,40 zł najniższa cena z 30 dni)
186.15 zł
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Baseball is not the only sport to use "moneyball." American football fans, teams, and gamblers are increasingly using data to gain an edge against the competition. Professional and college teams use data to help select players and identify team needs. Fans use data to guide fantasy team picks and strategies. Sports bettors and fantasy football play
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(131,40 zł najniższa cena z 30 dni)
186.15 zł
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Quickly detect, troubleshoot, and prevent a wide range of data issues through data observability, a set of best practices that enables data teams to gain greater visibility of data and its usage. If you're a data engineer, data architect, or machine learning engineer who depends on the quality of your data, this book shows you how to focus on the p
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(131,40 zł najniższa cena z 30 dni)
186.15 zł
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There are several reasons why probabilistic machine learning represents the next-generation ML framework and technology for finance and investing. This generative ensemble learns continually from small and noisy financial datasets while seamlessly enabling probabilistic inference, retrodiction, prediction, and counterfactual reasoning. Probabilisti
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(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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This is a reference handbook that'll enable enterprise data and AI architects to create best-in-class architectures for data engineering, data science, data warehousing, and data serving on Azure. This book also serves as a reference to help cloud architects to understand the operations required for building optimal architectures.
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(111,75 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This book helps you understand the concepts of the FastAPI framework, including its powerful dependency injection system. You'll learn to build tested and reliable data science apps in Python using FastAPI, explore machine learning models, and deploy them to the web.
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(111,75 zł najniższa cena z 30 dni)
134.10 zł
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Data wrangling involves cleaning and organizing complex data sets for analysis. This book guides you in connecting to AWS services and using its data wrangling tools for effective data analytics, even when the data sources are multiple and organizing it might look challenging.
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(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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This book is an essential guide for anyone seeking to transform raw, unstructured data into meaningful insights. It simplifies the complex process of data wrangling by leveraging SQL commands such as aggregate functions, subqueries, and window functions, and is suitable for professionals looking to master the art of data wrangling.
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Data Wrangling with SQL. A hands-on guide to manipulating, wrangling, and engineering data using SQL
(81,75 zł najniższa cena z 30 dni)
98.10 zł
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With Responsible AI in the Enterprise, you'll delve into explainable AI, robust ML monitoring, and model governance, while exploring fairness and interpretability toolkits from major cloud providers. You'll master bias mitigation techniques and be ready to apply them in real-world scenarios with FairLearn and Responsible AI Toolbox.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
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Regularization in machine learning is the wheel that assists deployment in production. This book not only provides tools to diagnose the need for regularization, but it also gives you ready-to-use tools to regularize tabular-data models, NLP models, and computer vision models.
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This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems, from loading data to training models and leveraging neural networks.Each
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AI is a tool that demands a deeper understanding of where and how to use it. By becoming Citizens of Data Science, we can actively participate in where and how AI is used to improve the human condition. With the help of this guide, you'll get to grips with the relevant AI and data concepts that will help you make the most of the AI revolution.
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The definitive guide to installing and configuring IBM FileNet Information Management software KEY FEATURES Get guidance on installation and configuration, including troubleshooting. Prepare thoroughly for installation to ensure a smooth and successful deployment. Install or upgrade Case Manager, Content Search, Case Analyzer, Monitor Dashboar
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With the rapid rise of graph databases, organizations are now implementing advanced analytics and machine learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database model
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Unleash the power of Excel for advanced data analysis, automation, and productivity KEY FEATURES Build a solid foundation in Excel by learning the basics, including the creation and formatting cells, sheets, and workbooks. Explore advanced Excel techniques, including formulas, data analysis, and VBA macros. Discover the potential of ChatGPT fo
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Modern systems contain multi-core CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to leverage this parallelism. With this short but thorough resource, data scientists and Python programmers will learn how the Dask open source library for parallel computing provides APIs that make it e
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How many buyers will an additional dollar of online marketing bring in? Which customers will only buy when given a discount coupon? How do you establish an optimal pricing strategy? The best way to determine how the levers at our disposal affect the business metrics we want to drive is through causal inference.In this book, author Matheus Facure, s
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Data has been a missing part of most academic curriculums for a long time, and we're all being affected. During challenging times, creating a data-informed culture can help you pivot quickly or prevent expensive missteps. Developing a data curious organization will take advantage of the burgeoning data resources available as a result of increasing
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Visualize, analyze, and optimize your data with Grafana KEY FEATURES Explore AIOps monitoring with Grafana for optimized operations and proactive decision making. Discover how to conduct performance testing using Grafana. Master the art of designing Grafana dashboards and visualizations. DESCRIPTION Grafana, a popular open-source observabili
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Praca dotyczy tematyki zarządzania ryzykiem w transporcie drogowym z wykorzystaniem algorytmów sztucznej inteligencji w procesach przewozowych do minimalizacji zdarzeń niebezpiecznych. Wartością poznawczą przeprowadzonych badań jest opracowanie autorskich, oryginalnych modeli zarządzania ryzykiem w transporcie drogowym wraz z ich algorytmizacją nar
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Transforming data into actionable insights using Python KEY FEATURES Gain a comprehensive understanding of data visualization and exploratory data analysis (EDA) using Python. Discover valuable insights and patterns in data through visual analysis. Master the art of effectively communicating complex concepts by creating compelling and impactfu
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This book shows you how dbt makes it easy to build professional data platforms using simple SQL. You'll learn about the use of patterns, tests, and architecture in dbt to break the complexity of a data platform in its components, to let dbt handle the boilerplate code, and support automation and collaboration in your team with your git provider.
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This comprehensive guide explores the benefits of using data contracts to improve data quality in modern data platforms. With a focus on accountability and governance, this book provides practical tips and best practices for implementing data contracts in your organization and building a true data-driven culture.
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This book provides a comprehensive introduction to Bayesian deep learning methods for machine learning researchers and practitioners. It discusses the importance of uncertainty in machine learning, covers numerous methods for uncertainty-aware deep networks, and provides detailed code examples in Python to assist you throughout your exploration.
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Exploratory Data Analysis in Python is a practical resource that helps you to learn techniques, libraries, and steps for uncovering patterns and actionable insights embedded in tabular, time series, and textual data. This book gets you started with implementing the various EDA techniques for data analysis or ML projects using Python.
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This book teaches you how to manage and analyze your geospatial data using the cloud. You'll discover how to ingest, manage, and analyze geospatial data from various sources using S3, DynamoDB, RDS, Redshift, and Athena, along with exploring powerful location-based services like geocoding, routing, and geofencing using Amazon Location Service.
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Graph Data Modeling with Python is your guide to building real-world use cases of how to prepare graph data for modeling, converting tabular to graph data structures, and working through simple graph use cases using degree centrality. Using the Python packages igraph and NetworkX, you'll build your skills in various types of graph analytics.
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Natural language understanding can address a wide range of problems, from managing smart homes to chatbots to creative writing. Natural Language Understanding with Python covers the full range of techniques for understanding natural language, including the new large language models. With clear explanations and examples, this book will equip you to
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This book covers the development of the iSAX index in Python and its usage with other Python scripts. People working with time series will enjoy using the iSAX index because it will make their lives easier and simpler and their programs faster. This book balances theory and practice for working with time series and time series indexing in Python.
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Learn how to create stunning user interfaces using the tkinter Python library KEY FEATURES Explore the art of presenting information effectively using display widgets like labels, text boxes, images, and buttons. Delve into advanced topics like working with images, canvas drawing, database interactions, and handling multiple windows. Develop t
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A step-by-step guide to building web applications with the MEAN stack KEY FEATURES Gain a comprehensive understanding of full stack development and the MEAN stack. Implement automated testing using Supertest and JEST for reliable and efficient code testing. Understand the importance of deployment with containers. DESCRIPTION The MEAN stack,
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Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying information. How do you cr
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A practical guide that will help you learn and leverage PostgreSQL's core features KEY FEATURES Acquire in-depth knowledge of PostgreSQL's key capabilities and gain a comprehensive understanding of its inner workings. Discover the art of extending PostgreSQL's core features and effectively troubleshooting any challenges that may arise. Explore
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Decision intelligence (DI) has been widely named as a top technology trend for several years, and Gartner reports that more than a third of large organizations are adopting it. Some even say that DI is the next step in the evolution of AI. Many software vendors offer DI solutions today, as they help organizations implement their evidence-based or d
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A step-by-step journey into full-stack iOS development with Swift and Vapor KEY FEATURES Learn how to leverage Vapor to build robust backend systems for your iOS applications. Seamlessly integrate frontend and backend components in your full-stack iOS application. Learn to configure servers and successfully launch your app in a live environmen
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Zapytania i modyfikowanie danych przy użyciu T-SQL Opanuj podstawy języka T-SQL i pisz poprawny niezawodny kod dla odpytywania i modyfikowania danych w Microsoft SQL Server 2022 i Azure SQL Database i Azure SQL Managed Instance. Itzik Ben-Gan, wieloletni MVP w dziedzinie Microsoft Data Platform, wyjaśnia kluczowe koncepcje języka T-SQL i pomaga
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Turn your R code into packages that others can easily install and use. With this fully updated edition, developers and data scientists will learn how to bundle reusable R functions, sample data, and documentation together by applying the package development philosophy used by the team that maintains the "tidyverse" suite of packages. In the process
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Learn how to deploy complex machine learning models on single board computers, mobile phones, and microcontrollers KEY FEATURES Gain a comprehensive understanding of TinyML's core concepts. Learn how to design your own TinyML applications from the ground up. Explore cutting-edge models, hardware, and software platforms for developing TinyML.
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Use R to turn data into insight, knowledge, and understanding. With this practical book, aspiring data scientists will learn how to do data science with R and RStudio, along with the tidyverse—a collection of R packages designed to work together to make data science fast, fluent, and fun. Even if you have no programming experience, this updat
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Unlock a world of job opportunities and accelerate your career growth by mastering MongoDB KEY FEATURES Master the fundamental principles of Schema Design, Querying, and Database Administration. Explore advanced topics, including Aggregation, Replication, and Sharding. Develop a fully functional application utilizing MongoDB Cloud Services. D
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A comprehensive guide to SQL and NoSQL interview questions for software professionals KEY FEATURES Get familiar with different concepts and queries in SQL. Comprehensive coverage of different types of NoSQL databases. Understand the performance tuning strategies and best practices for NoSQL databases. DESCRIPTION In every software-based job
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This book focuses on how machine learning can be used to solve cybersecurity issues such as fraud detection, malware analysis, deepfake identification, and misinformation detection. Each chapter covers the theory of the latest ML methods, and instructs readers in implementation, thus leading to an end-to-end understanding of the problem.
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Causal Inference and Discovery in Python is a comprehensive exploration of the theory and techniques at the intersection of modern causality and machine learning. It covers fundamental concepts of Pearlian causal inference, explains the theory, and provides step-by-step code examples for both traditional and advanced causal inference and discovery
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The Data Ingestion with Python Cookbook presents a collection of practical recipes to help you get started with the process of data ingestion from various sources or data files. This book offers a range of code recipes and solutions for creating efficient data ingestion pipelines while addressing common issues related to it.
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Modeling guides are often steeped in theory and formal language. The innovative approach taken in Data Modeling with Snowflake combines practical modeling concepts with Snowflake best practices and unique features, allowing you to create efficient designs that leverage the power of the Data Cloud.
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Financial Modeling using Quantum Computing is an intuitive guide with a minimalist and flexible approach that enables quick understanding and deployment of quantum machine learning solutions in the financial domain. It allows you to comprehend and tackle the uncharted territory of quantum computing and unearth its business applications.
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This book provides a solid introduction to the emerging field of neuro-symbolic AI. The chapters will guide you through the development of your first neuro-symbolic AI system and expose you to the upcoming developments in the field that will redefine the way in which AI interacts with our world.
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Embark on a workshop-style data journey in Power BI using Machine Learning with Microsoft Power BI and Azure OpenAI. Uncover modeling, analytics, and predictive analytics with Power BI machine learning. Discover AI features, R/Python integration, and OpenAI unlocking new possibilities.
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Foundation models are the future of machine learning and the backbone of Generative AI. Pretrain Vision and Large Language Models in Python provides you with the conceptual fundamentals, industry-proven best practices, and code snippets you need to help you get started on your large modeling projects at work, in research labs, or just for fun.
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In the modern symphony of business, each section-from the technical to the managerial-must play in harmony. Authors Ron Itelman and Juan Cruz Viotti introduce a bold methodology to synchronize your business and technical teams, transforming them into a single, high-performing unit. Misalignment between business and technical teams halts innovation.
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With the expert help of Brett Lantz, you'll learn how to uncover key insights and make new predictions using this hands-on, practical guide to machine learning with R. This 10th Anniversary Edition features an overview of R and plenty of new use cases for advanced users. The book is fully updated to R 4.0.0, with newer and better examples and the m
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Improve your daily work efficiency and productivity using Microsoft Excel KEY FEATURES Get familiar with some of the most useful basic and advanced features in Excel. Discover important Excel functions that can quickly and easily perform calculations and analysis. Get tips and tricks to become an expert in spreadsheets. DESCRIPTION Microsof
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Over the past 10 years, data analytics and data visualization have become essential components of an enterprise information strategy. And yet, the adoption of data analytics has remained remarkably static, reaching no more than 30% of potential users. This book explores the most important techniques for taking that adoption further: embedding analy
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The book is practically oriented and focusses on code snippets. The chapters will help you to understand the existing functionalities and limitations and cover the current trend of moving data to the cloud by emphasizing the importance of proper date and time management.
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A guide to understand the basics of machine learning and its application in the field of education KEY FEATURES Create a more efficient and effective learning environment that meets the needs of all students. Learn how to use the profound Machine learning advancements in the field of education. Understand how students can use machine learning
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Data lakes and warehouses have become increasingly fragile, costly, and difficult to maintain as data gets bigger and moves faster. Data meshes can help your organization decentralize data, giving ownership back to the engineers who produced it. This book provides a concise yet comprehensive overview of data mesh patterns for streaming and real-tim
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As legacy and other critical systems continue to migrate online, the need for continuous operation is imperative. Code has to handle data issues as well as hard external problems today, including outages of networks, storage systems, power, and ancillary systems. This practical guide provides system administrators, DevSecOps engineers, and cloud ar
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Rozdział po rozdziale czytelnik wejdzie w świat MySQL, zaczynając od podstawowych pojęć i funkcji, aż po bardziej zaawansowane techniki i rozwiązania
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A comprehensive guide to Deep Learning for Beginners KEY FEATURES Learn how to design your own neural network efficiently. Learn how to build and train Recurrent Neural Networks (RNNs). Understand how encoding and decoding work in Deep Neural Networks. DESCRIPTION Deep Learning has become increasingly important due to the growing need to pro
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Deploy, manage, and scale Machine Learning models with MLOps effortlessly KEY FEATURES Explore several ways to build and deploy ML models in production using an automated CI/CD pipeline. Develop and convert ML apps into Android and Windows apps. Learn how to implement ML model deployment on popular cloud platforms, including Azure, GCP, and AW
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