Wydawnictwo Packt Publishing - ebooki
Tytuły książek(ebooki,audiobooki) wydawnictwa: Packt Publishing
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Advance your Tableau knowledge beyond the basics, streamline dashboard performance, tackle advanced geospatial challenges, and unlock API potential while fortifying your corporate data infrastructure with proven best practices.-
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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Scikit-learn is a powerful, open-source ML library for Python that provides efficient tools for model development and deployment. It's a user-friendly framework for implementing ML algorithms and is used widely by industry professionals.
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ebook
81 pkt
(98,10 zł najniższa cena z 30 dni)
81.75 zł
109.00 zł (-25%) -
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Learn to apply key financial concepts in Power BI, as well as design optimal data model, calculation logic and presentation aspects like dynamic financial statements for budgeting, planning, and valuations.
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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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This practical guide empowers AI and tech leaders to bridge the business–technology divide by optimizing the full AI lifecycle, from strategy and prototyping to scaling and governance, using proven frameworks and enterprise case studies.
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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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This book helps you master self-service BI and become your team's data hero or launch a new career. You'll learn how to clean data, build models, and use advanced analytics in Power BI to unlock valuable insights and drive better business decisions.
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ebook
126 pkt
(152,10 zł najniższa cena z 30 dni)
126.75 zł
169.00 zł (-25%) -
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Modeling guides are often steeped in theory. This book's innovative approach 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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ebook
126 pkt
(152,10 zł najniższa cena z 30 dni)
126.75 zł
169.00 zł (-25%) -
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Learn how to analyze, transform, and extract insights from data using SQL. This book combines foundational knowledge with hands-on projects, helping you apply SQL to real business challenges and unlock the value in your data.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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With a balanced approach between theory and practice, this book will allow you to build a solid foundation on quantum computing and learn how to code quantum algorithms in Qiskit, which can be run on simulators and real quantum hardware.
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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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Approach data science interviews with confidence with this one-stop guide focused on Python programming, SQL, shell/bash, version control, statistics, and ML modeling. No need to scan the internet for technical interview prep material—it's all here!
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ebook
63 pkt
(76,49 zł najniższa cena z 30 dni)
63.74 zł
84.99 zł (-25%) -
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This book is a compilation of essential background knowledge, tools, techniques, and applied examples needed to implement data-centric ML. Learn how to apply a best-practice data-centric approach in your work with this informative guide.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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This book will help you explore the implementation of various well-known machine learning algorithms work with various C++ frameworks and libraries. You'll learn basic-to-advanced machine learning concepts with practical and easy-to-follow examples.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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This revised edition of Graph Machine Learning extends its coverage with new chapters on LLMs and temporal graph learning and updated libraries making it an essential resource for modern data scientists.
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ebook
111 pkt
(134,10 zł najniższa cena z 30 dni)
111.75 zł
149.00 zł (-25%) -
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Dive into the latest Tableau techniques and AI integrations to turn you into a data visualization expert. Whether you're a seasoned data professional or new to Tableau, this guide provides the tools you need to leverage Tableau's full potential.
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ebook
126 pkt
(152,10 zł najniższa cena z 30 dni)
126.75 zł
169.00 zł (-25%) -
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Develop production-ready NLP and LLM pipelines with Haystack using strict tool contracts, and orchestrate context-aware, observable RAG and agentic workflows with LangGraph for scalable, customizable AI applications.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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Amazon Redshift Cookbook provides in-depth guidance on utilizing AWS's Amazon Redshift. This book covers its architecture, administration, query optimization, ETL, security, scaling, and using generative AI for scalable analytics.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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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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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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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 provi
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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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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ebook
111 pkt
(134,10 zł najniższa cena z 30 dni)
111.75 zł
149.00 zł (-25%) -
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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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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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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 Servic
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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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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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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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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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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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Introduction to Algorithms offers a detailed introduction to the world of algorithms. Perfect for those new to computer science, this book covers all fundamental concepts, helping readers understand & implement algorithms effectively.
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ebook
89 pkt
(107,10 zł najniższa cena z 30 dni)
89.25 zł
119.00 zł (-25%) -
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Microsoft Power BI is the most sought-after platform for BI professionals' visualization needs. Explore the latest Power BI features, future AI enhancements, and integration with other Power Platform tools via new recipes in this updated edition.
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ebook
126 pkt
(152,10 zł najniższa cena z 30 dni)
126.75 zł
169.00 zł (-25%) -
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As machine learning algorithms become more powerful, data scientists need a clear grasp of their key components. This book explains the core math principles underpinning the most used algorithms, detailing their importance and practical applications.
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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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This book equips you with the knowledge and tools to master every stage of LLM operations, from data wrangling to deployment, ensuring efficient, scalable, and ethical AI in your applications.
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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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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 revolutio
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ebook
63 pkt
(76,49 zł najniższa cena z 30 dni)
63.74 zł
84.99 zł (-25%) -
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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
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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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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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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This comprehensive guide introduces AI agents, Model Context Protocol (MCP), and how to implement it across various tools like Gmail, Slack, and YouTube. Learn to integrate AI seamlessly into your workflow.
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ebook
67 pkt
(80,91 zł najniższa cena z 30 dni)
67.43 zł
89.90 zł (-25%) -
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The book emphasizes intuitive ideas behind quantum algorithms in ways that other books don’t cover, striking a careful balance between no math and too much math. To get the most from this book, you should be comfortable with basic algebra and writing simple computer code. No prior understanding of quantum physics is needed to get started.
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ebook
111 pkt
(134,10 zł najniższa cena z 30 dni)
111.75 zł
149.00 zł (-25%) -
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This book covers mathematical foundations & advanced techniques for NLP, machine learning, and LLMs. It provides complete NLP system design in Python code and includes expert opinions on future trends to help you solve real-world business problems.
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ebook
111 pkt
(134,10 zł najniższa cena z 30 dni)
111.75 zł
149.00 zł (-25%) -
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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
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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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
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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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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ebook
96 pkt
Data Wrangling with SQL. A hands-on guide to manipulating, wrangling, and engineering data using SQL
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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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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ebook
81 pkt
(98,10 zł najniższa cena z 30 dni)
81.75 zł
109.00 zł (-25%) -
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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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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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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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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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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
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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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
74 pkt
(89,91 zł najniższa cena z 30 dni)
74.93 zł
99.90 zł (-25%) -
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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
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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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
111 pkt
(134,10 zł najniższa cena z 30 dni)
111.75 zł
149.00 zł (-25%) -
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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
71 pkt
(85,49 zł najniższa cena z 30 dni)
71.24 zł
94.99 zł (-25%) -
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The book is a foundational guide for developers keen on mastering machine learning and statistical modeling in R. It offers a hands-on approach along with real-world applications. Whether you're a beginner or looking to upgrade your skills, the book equips you with practical knowledge to tackle a wide array of tasks in ML and statistics.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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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
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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Learn key databricks features like AutoML and MLflow and deploy serverless models with ease with this comprehensive guide. The book helps you build a strong foundation and sets you up to adapt easily to future ML innovations.
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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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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
63 pkt
(76,49 zł najniższa cena z 30 dni)
63.74 zł
84.99 zł (-25%) -
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NLP for Practitioners with Elastic is a foundational guide that helps you get to grips with the fundamentals of vectors and embedding models. Using a hands-on approach, you’ll be able to enhance your search use case with vector search using Elastic. The book covers kNN search, NLP capabilities, and the current state of vector search database
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ebook
71 pkt
(85,49 zł najniższa cena z 30 dni)
71.24 zł
94.99 zł (-25%) -
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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
126 pkt
(152,10 zł najniższa cena z 30 dni)
126.75 zł
169.00 zł (-25%) -
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Mastering Data transformation is essential for enhancing their data models and business intelligence. The Definitive Guide to Power Query equips you with the knowledge and skills to master the tool while leveraging its remarkable capabilities.
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ebook
111 pkt
(134,10 zł najniższa cena z 30 dni)
111.75 zł
149.00 zł (-25%) -
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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 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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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
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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This book focuses on Grafana 10.x's features for creating interactive dashboards to visualize and monitor data. Throughout the book, you’ll explore the administrative aspects of Grafana and work with various plugins, enhancing your skills to query, visualize, and understand your metrics while making the most of the newly improved security fe
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ebook
89 pkt
(107,10 zł najniższa cena z 30 dni)
89.25 zł
119.00 zł (-25%) -
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The book shows you how to clean, wrangle, and view data from multiple perspectives, including dataset and column attributes. You will cover common and not-so-common challenges that are faced while cleaning messy data for complex situations and learn to manipulate data to get it down to a form that can be useful for making the right decisions.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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Polars Cookbook is a compilation of practical recipes for efficient data wrangling using Python Polars. The book teaches you how to solve common data problems using Polars, create solutions tailored towards your specific use case, and more.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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Learn new techniques to ingest, transform, merge, and deliver trusted data to downstream users using modern cloud data architectures and Scala, and learn end-to-end data engineering that will make you the most valuable asset on your data team.
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ebook
81 pkt
(98,10 zł najniższa cena z 30 dni)
81.75 zł
109.00 zł (-25%) -
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Hone your machine learning skills to unlock robust models with less data through active machine learning. Tame messy datasets, conquer concept drift, and drive ML productivity with Python's active learning toolkit.
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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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Discover data labeling methods through Python libraries, ML algorithms, and generative AI with this guide covering best practices, advanced methods, and tools. This book will simplify model training for regression, classification, and clustering.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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Master data stewardship with industry best practices for building an effective data governance framework to optimize your workforce, processes, and technology, and elevate your organization's data maturity.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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Data Modeling with Microsoft Excel is a practical guide to unlocking the benefits of Microsoft Excel’s Data Model. The book simplifies the data modeling process to help you master effective ways to build relational data from multiple sources in Excel, create DAX and Cube calculations, and apply your learnings to build an interactive dashboar
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ebook
71 pkt
(85,49 zł najniższa cena z 30 dni)
71.24 zł
94.99 zł (-25%) -
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This book will help you master the art of predicting outcomes when datasets are imbalanced and where the most important class is under-represented. You’ll learn the skills you need to overcome challenges when dealing with imbalanced datasets for both traditional machine learning and deep learning models.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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With over 70 project-based recipes, the TinyML Cookbook is a practical guide that will help you to get the most out of your microcontrollers. It provides a comprehensive understanding of the theoretical foundations while giving you hands-on experience training ML models for deployment on Arduino Nano 33 BLE Sense, Raspberry Pi Pico, and SparkFun Re
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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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Data Exploration and Preparation with BigQuery is a comprehensive guide to working with data preparation tools and strategies using BigQuery as a modern data warehouse solution. Through hands-on exercises and projects, you’ll leverage your BigQuery proficiency to overcome common challenges faced by data analysts.
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ebook
81 pkt
(98,10 zł najniższa cena z 30 dni)
81.75 zł
109.00 zł (-25%) -
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Machine Learning Security with Azure will help you assess the vulnerabilities in your data, models, and environments, and implement the latest industry security best practices. You’ll get to grips with managing, securing, and monitoring your Azure machine learning workloads throughout the ML lifecycle while developing responsible AI applicat
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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Discover the power of Conformal Prediction with the Practical Guide to Applied Conformal Prediction in Python. Master the latest techniques to quantify uncertainty in machine learning and computer vision models, and seamlessly apply them to your industry applications.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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Through Kaggle Notebooks, this book teaches beginners and experienced Kagglers data analysis and the ML pipeline. With seven steps covering several techniques and competition datasets, you'll be able to compete in Kaggle competitions successfully.
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ebook
141 pkt
(170,10 zł najniższa cena z 30 dni)
141.75 zł
189.00 zł (-25%) -
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The Definitive Guide to Google Vertex AI is for ML practitioners who want to learn Google best practices, MLOps tooling, and turnkey AI solutions for solving large-scale real-world AI/ML problems. This book takes a hands-on approach to help you become an ML rockstar on Google Cloud Platform in no time.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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This book explores MXNet/Gluon libraries, delves into toy dataset analysis, and assists in creating deep neural network architectures. With practical examples, it enables you to perform tasks such as transfer learning and transformers in with ease.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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Elevate your data quality monitoring and successfully implement data observability practices in your teams in a scalable way with this practical guide to addressing data issues, fostering improved collaborating post-adoption of these techniques.
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ebook
81 pkt
(98,10 zł najniższa cena z 30 dni)
81.75 zł
109.00 zł (-25%) -
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Gain in-depth knowledge of the essential resources and tools required to extract valuable insights from blockchain data with this comprehensive guide empowering you to contribute to the evolution of the next-generation internet.
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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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The Deep Learning Architect’s Handbook covers everything you need to master all aspects of deep learning. This hands-on guide will enable you to create innovative real-world applications, transforming the world into a more productive environment.
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ebook
111 pkt
(134,10 zł najniższa cena z 30 dni)
111.75 zł
149.00 zł (-25%) -
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Bayesian inference uses probability distributions and Bayes' theorem to build flexible models. This book uses PyMC to abstract all mathematical and computational details from this process, allowing readers to solve a range of data science problems.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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Machine learning is an important driver of innovation in software products. This book will help you take your machine learning prototype to the next level and scale it up using concepts such as data provisioning, processing, and quality control.
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ebook
96 pkt
(116,10 zł najniższa cena z 30 dni)
96.75 zł
129.00 zł (-25%) -
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This hands-on guide will help you learn various strategies for managing data integrity and data quality using effective frameworks, tools, and strategies. Get ready to explore a range of methods and solutions for finance projects and requirements.
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ebook
104 pkt
(125,10 zł najniższa cena z 30 dni)
104.25 zł
139.00 zł (-25%) -
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Unlock the power of MATLAB for machine learning with this comprehensive guide. From data handling to advanced techniques like deep learning, NLP, and anomaly detection, gain practical skills applicable across a range of AI applications.
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ebook
104 pkt
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This book is your complete guide to seamless ML operations on OpenShift. You’ll master MLOps concepts, explore OpenShift Data Science, Pachyderm, and Intel OpenVino, along with the provision, configuration, and operationalization of the MLOps platform.
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Principles of Data Science provides an end-to-end framework for cultivating critical thinking about data, performing practical data science, building performant machine learning models, and mitigating bias in AI pipelines. Learn the fundamentals of computational math and stats while exploring modern machine learning and large pre-trained models.
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Learn how applied graph deep learning crafts intelligent systems by decoding data's interconnected nature with modern deep learning and see how sophisticated graph-based models yield precision, revealing fresh insights across diverse domains.
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If you're interested in becoming a data analyst, but don't know where to start, then Becoming a Data Analyst, the ultimate guide to mastering data analysis techniques, is for you. In this book, you'll get step-by-step guidance, real-world examples, hands-on exercises, and plenty of in-depth explanations of fundamental concepts that will help you ta
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This book is for executives without a formal machine learning education who need to make complex decisions about data science. In this book, you'll learn the fundamentals of data science and managing data teams to become an effective data leader.
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Ideal for data enthusiasts, this concise guide helps you get a good grasp of causal inference in R with tutorials, practical approaches, and real-world case studies to enhance your understanding of advanced statistical methods for better decisions.
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Python Feature Engineering Cookbook, Third Edition, walks you through tools and methods to craft powerful features from tabular, transactional, and time-series data for robust machine learning models.
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This book provides up-to-date methods for data cleaning and preparation using Python. You'll learn effective techniques for solving the challenges you face, exploring how to create high-quality data products based on well-formatted and cleaned data.
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Apache Spark for Machine Learning teaches you to use Spark for big data processing and solving future big data challenges.
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XGBoost for Regression Predictive Modelling and Time Series Analysis will help you get a practical understanding of the XGBoost algorithm by taking a hands-on approach, from installing the python package through to model building and deployment.
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Learn to implement a variety of practical Python solutions for time series analysis and anomaly detection. Working through recipes, you'll be able to extract insights and create forecasts using statistical, machine learning, and deep learning models.
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In this book, you'll learn the principles of quantum computing and machine learning, focusing on practical algorithms for NISQ systems. This book shows you how to leverage hybrid quantum-classical approaches to solve real-world financial challenges.
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This in-depth guide to Microsoft Fabric helps you confidently pass the DP-600 exam. You'll learn to design, implement, and optimize data analytics solutions; master data exploration, SQL, and advanced techniques; and tackle real-world challenges.
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This definitive guide provides a comprehensive framework for securing large language models against evolving threats by systematically identifying, assessing, and mitigating the risks.
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This latest edition of the bestselling Kaggle Book offers a clear path to cracking Kaggle competitions and serves as an all-encompassing guide to upgrading your skills and career as a data scientist.
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This guide takes you from exploring Microsoft Fabric to designing and operating a complete, governed, and scalable data platform. Backed by decades of combined experience, the authors provide a strategic, end-to-end approach to modern analytics.
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This book is your fast-track guide to building smarter, scalable, and AI-integrated TypeScript-based applications using MCP. You'll learn to develop, integrate, and deploy MCP-powered systems with ease.
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This hands-on guide explores how to design AI agents powered by Retrieval-Augmented Generation (RAG), with cutting-edge coverage of memory systems, LangMem, and GraphRAG
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