Python w danych - analiza, przetwarzanie i modelowanie - książki
Książki, ebooki, kursy video z kategorii: Python w danych dostępne w księgarni Helion
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This book intends to provide a collection of various MCQs on data science Key Features Comprehensive coverage of data science concepts and features. Multiple-choice questions to test and assess knowledge effectively. Over 5000 multiple-choice questions for practice. Description This book is a comprehensive manual created to assess and improve-
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
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This guide gets you ready for certification with expert-backed content, key exam concepts, and topic reviews. Additionally, you'll be able to make the most of Apache Spark 3.0 to modernize workloads and more using specific tools and techniques.
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ebook
(81,75 zł najniższa cena z 30 dni)
98.10 zł
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Python and SQL Bible is your ultimate resource for mastering Python and SQL. This all-in-one guide takes you from the basics to advanced concepts, providing hands-on projects and expert tips to become proficient in both programming languages.
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(89,25 zł najniższa cena z 30 dni)
107.10 zł
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Unlock the power of data with Data Analysis Foundations with Python. This comprehensive guide introduces essential techniques & tools for analyzing data using Python, making it perfect for beginners & professionals looking to enhance their skills.
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(89,25 zł najniższa cena z 30 dni)
107.10 zł
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Big data demands scalable solutions. This book delves into graph-based algorithms in Python that tackle massive datasets. Using code examples, you'll be able to leverage these techniques for big data analytics.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
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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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(111,75 zł najniższa cena z 30 dni)
134.10 zł
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This book will guide you through the fundamental and advanced features of the Snowpark framework in Python. You'll learn how to use Snowpark for implementing workloads in the fields of data engineering, data science, and data applications.
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(96,75 zł najniższa cena z 30 dni)
116.10 zł
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The surging predictive analytics market is expected to grow from $10.5 billion today to $28 billion by 2026. With the rise in automation across industries, the increase in data-driven decision-making, and the proliferation of IoT devices, predictive analytics has become an operational necessity in today's forward-thinking companies.If you're a data
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(131,40 zł najniższa cena z 30 dni)
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This book covers the fundamentals of how to provide context to your marketing data and derive data-driven insights using Python. It equips you with the tools and techniques you need to use on specific datasets to answer marketing questions.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
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This book will teach you how to streamline your workflow, execute statistical analysis, create powerful visualizations, and integrate R and Python into Excel for maximum efficiency to make informed business decisions faster than ever.
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(104,25 zł najniższa cena z 30 dni)
125.10 zł
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If you haven't modernized your data cleaning and reporting processes in Microsoft Excel, you're missing out on big productivity gains. And if you're looking to conduct rigorous data analysis, more can be done in Excel than you think. This practical book serves as an introduction to the modern Excel suite of features along with other powerful tools
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
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Data science happens in code. The ability to write reproducible, robust, scaleable code is key to a data science project's success—and is absolutely essential for those working with production code. This practical book bridges the gap between data science and software engineering,and clearly explains how to apply the best practices from softw
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(143,40 zł najniższa cena z 30 dni)
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Deep Learning for Time Series Cookbook covers several time series problems, and how to tackle them using deep learning in a set of coding recipes. These recipes will enable you to develop accurate forecasting models using the PyTorch ecosystem.
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(111,75 zł najniższa cena z 30 dni)
134.10 zł
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This book will help you work with data ingestion and transformation extensions, and overcome Power BI's shortcomings in data augmentation and visualization using Python and R programming. Through hands-on examples, you'll understand insights and create interactive, custom visualizations using analytical languages.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
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Dive into the world of Machine Learning with Python, exploring essential algorithms, data scrubbing techniques, and model design to unlock the potential of AI and data science.
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(29,91 zł najniższa cena z 30 dni)
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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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(111,75 zł najniższa cena z 30 dni)
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Data miners survival kit for explainable, effective, and efficient algorithms enabling responsible decision-making KEY FEATURES Accessible, and case-based exploration of the most effective data mining techniques in Python. An indispensable guide for utilizing AI potential responsibly. Actionable insights on modeling techniques, deployment tech
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ebook
(46,15 zł najniższa cena z 30 dni)
89.91 zł
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Entity resolution is a key analytic technique that enables you to identify multiple data records that refer to the same real-world entity. With this hands-on guide, product managers, data analysts, and data scientists will learn how to add value to data by cleansing, analyzing, and resolving datasets using open source Python libraries and cloud API
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(131,40 zł najniższa cena z 30 dni)
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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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(104,25 zł najniższa cena z 30 dni)
125.10 zł
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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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(111,75 zł najniższa cena z 30 dni)
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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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(81,75 zł najniższa cena z 30 dni)
98.10 zł
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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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(111,75 zł najniższa cena z 30 dni)
134.10 zł
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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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(111,75 zł najniższa cena z 30 dni)
134.10 zł
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Danologia to najszybciej rozwijająca się dziedzina na świecie. Przewiduje się, że do roku 2026 stworzy 11,5 mln nowych miejsc pracy, tak więc osoby poszukujące pracy i posiadające ten zestaw umiejętności mają tu wiele możliwości. Jednym z najbardziej pożądanych obszarów w dziedzinie danologii jest wydobywanie informacji ze stron internetowych. Jeśl
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(44,99 zł najniższa cena z 30 dni)
76.49 zł
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Implementing and designing systems that make suggestions to users are among the most popular and essential machine learning applications available. Whether you want customers to find the most appealing items at your online store, videos to enrich and entertain them, or news they need to know, recommendation systems (RecSys) provide the way.In this
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(161,40 zł najniższa cena z 30 dni)
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Embark on a geospatial journey with the fourth edition of Learning Geospatial Analysis with Python. With the help of this book, you'll explore GIS, remote sensing, topography, and more using the dynamic Python language and discover the freedom to approach geospatial analysis on your own terms while gaining valuable insights.
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(89,25 zł najniższa cena z 30 dni)
107.10 zł
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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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(104,25 zł najniższa cena z 30 dni)
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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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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
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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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(104,25 zł najniższa cena z 30 dni)
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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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(81,75 zł najniższa cena z 30 dni)
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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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(111,75 zł najniższa cena z 30 dni)
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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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(111,75 zł najniższa cena z 30 dni)
134.10 zł
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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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(119,25 zł najniższa cena z 30 dni)
143.10 zł
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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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(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)
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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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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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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)
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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
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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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(161,40 zł najniższa cena z 30 dni)
228.65 zł
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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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(161,40 zł najniższa cena z 30 dni)
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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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(36,90 zł najniższa cena z 30 dni)
71.91 zł
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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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(111,75 zł najniższa cena z 30 dni)
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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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(104,25 zł najniższa cena z 30 dni)
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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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(104,25 zł najniższa cena z 30 dni)
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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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(111,75 zł najniższa cena z 30 dni)
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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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(111,75 zł najniższa cena z 30 dni)
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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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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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(81,75 zł najniższa cena z 30 dni)
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Hands-On Graph Neural Networks Using Python is a comprehensive guide to building and training graph neural networks for a variety of real-world applications. With clear explanations and plenty of hands-on examples, this book is a valuable resource for anyone looking to learn about and apply graph neural networks to their own projects.
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This book will help you get to grips with time series forecasting using the leading open source forecasting tool, Prophet. You'll learn how to implement Prophet's advanced features to build forecasting models and understand why and how to modify each of the default parameters to improve results.
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(104,25 zł najniższa cena z 30 dni)
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A hands-on guide that will help you to write clean and efficient code in Python KEY FEATURES Get familiar with the core and advanced Python concepts. Work with the most used Data Science libraries in Python. Take the first step towards your coding goals with Python for Everyone. DESCRIPTION Python is one of the most popular programming langu
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A one-stop guide to teach chemists how to use Python for coding and iterations in a hands-on and practical manner KEY FEATURES Understand the core Python functions and algorithms for the computation of chemical parameters. Learn how to use Cheminformatics modules to process and analyze elemental data and molecular structures. Get familiar with
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
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Getting Started with Forex Trading Using Python bridges the gap between knowledge about forex market and Python developers. The book is a complete package that helps you understand the forex market trading and build an application that predicts the market movement accurately.
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(81,75 zł najniższa cena z 30 dni)
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A complete guide that will help you get familiar with Machine Learning models, algorithms, and optimization techniques KEY FEATURES Understand the core concepts and algorithms of Machine Learning. Get started with your Machine Learning career with this easy-to-understand guide. Discover different Machine Learning use cases across different dom
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This is a book for anyone who wants to quickly learn to apply spatial thinking and leverage Geospatial Data Science in Python to better comprehend problem statements and come up with the best possible results.
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Network Science with Python provides a hands-on approach to the theory and implementation of network science. You'll get a comprehensive explanation of how to use graph networks for data science using Python.
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Get started with Ray, the open source distributed computing framework that simplifies the process of scaling compute-intensive Python workloads. With this practical book, Python programmers, data engineers, and data scientists will learn how to leverage Ray locally and spin up compute clusters. You'll be able to use Ray to structure and run machine
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(131,40 zł najniższa cena z 30 dni)
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Explore different web mining techniques to discover patterns, structures, and information from the web KEY FEATURES A complete overview of the basic and advanced concepts of Web mining. Work with easy-to-use open-source Python libraries for Web mining. Get familiar with the various beneficial areas and applications of Web mining. DESCRIPTION
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Explore recipes for both classical quantitative finance approaches to modeling financial data, as well as modern machine learning and deep learning solutions
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Python offers powerful packages to help anyone tackle complex mathematical problems in a simple and efficient way. This practical guide explains how to model real-world problems as mathematical objects in Python, perform computations, and interpret results. Most of all, it shows what is possible when Python and math are combined.
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How do you turn raw, unprocessed, or malformed data into dynamic, interactive web visualizations? In this practical book, author Kyran Dale shows data scientists and analysts--as well as Python and JavaScript developers--how to create the ideal toolchain for the job. By providing engaging examples and stressing hard-earned best practices, this guid
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Python is a first-class tool for many researchers, primarily because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the new edition of Python Data Science Handbook do you get them all--IPython, NumPy, pandas, Matplotlib, scikit-learn,
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The Art of Data-Driven Business is a practical guide to understanding the intricacies of powering your business decisions with machine learning algorithms backed by the might of Python. The techniques you'll learn in this book will enable you to make the best possible decisions based on a data-driven approach.
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(96,75 zł najniższa cena z 30 dni)
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Hands-On Simulation Modeling with Python, Second Edition teaches you how to leverage Python to develop simulation models and use various Python packages. The book will help you explore various numerical simulation algorithms and concepts, such as the Markov Decision Process, Monte Carlo methods, and bootstrapping techniques.
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Modern Time Series Forecasting with Python is a timely book that goes beyond popular classical time series techniques such as ARIMA and exponential smoothing and embraces modern high-performant techniques like machine learning. You'll discover tested tips and tricks to advance your skillset and make you industry-ready in time series forecasting.
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Python Feature Engineering Cookbook, Second Edition will give you the practice, tools, and techniques to streamline your feature engineering pipelines and simplify and improve the quality of your code. With more than 70 methods to transform or create variables, you will find solutions tailored to different datasets and machine learning models.
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In spatial data science, things in closer proximity to one another likely have more in common than things that are farther apart. With this practical book, geospatial professionals, data scientists, business analysts, geographers, geologists, and others familiar with data analysis and visualization will learn the fundamentals of spatial data analys
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Candlesticks have become a key component of platforms and charting programs for financial trading. With these charts, traders can learn underlying patterns for interpreting price action history and forecasts. This A-Z guide shows portfolio managers, quants, strategists, and analysts how to use Python to recognize, scan, trade, and back-test the pro
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Using the hands-on recipes in this book, you'll be able to apply your learning to research and analysis in computational biology with Python. You'll understand modern, practical applications of bioinformatics using popular programming techniques and frameworks. This will equip you to efficiently deal with the ever-increasing deluge of bioinformatic
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If you want to work in any computational or technical field, you need to understand linear algebra. As the study of matrices and operations acting upon them, linear algebra is the mathematical basis of nearly all algorithms and analyses implemented in computers. But the way it's presented in decades-old textbooks is much different from how professi
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An Absolute Beginners Guide to Learning Data Analysis Using Python, a Demanding Skill for Today KEY FEATURES Hands-on learning experience of Python's fundamentals. Covers various examples of how to code end-to-end data analysis with easy illustrations. An excellent starting point to begin your data analysis journey with Python programming. DE
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Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn the latest versions of pandas, NumPy,
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203.15 zł
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This book curates numerous hyperparameter tuning methods for Python all in one place, providing a deep explanation of how each method works, and a decision map that can help you choose which hyperparameter tuning method is right for your specific problem and situation.
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125.10 zł
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This book will help you to design, develop and implement machine learning models for streaming data to generate real-time insights. You'll also be able to explore the challenges associated with streaming data and its best practices.
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125.10 zł
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This book will show you how to implement practical Python solutions for time series analysis and anomaly detection. As you progress, you'll be able to extract insights and forecast using statistical, machine learning, and deep learning models.
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170.10 zł
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Domo is a power-packed BI and custom app development cloud platform that empowers organizations of all sizes to perform effective analysis in minutes. With the help of this book, you'll be able to intake data from any source, merge it with other relevant data, and publish an amazing visual story using Domo that will get you noticed.
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125.10 zł
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This workshop will teach you how to tackle modern data problems and derive value from complex datasets using the pandas library. You will gain the knowledge and skills to process a variety of data types and kickstart your Python data science career.
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134.10 zł
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The amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems
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169.14 zł
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This book helps you get to grips with the rapidly growing data science domain and takes you on a journey from understanding which algorithm family to use to how to prevent bias. Through hands-on examples and clear analogies, you'll develop expertise in data science and open source tools no matter what your level of experience is.
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125.10 zł
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Master the math needed to excel in data science, machine learning, and statistics. In this book author Thomas Nield guides you through areas like calculus, probability, linear algebra, and statistics and how they apply to techniques like linear regression, logistic regression, and neural networks. Along the way you'll also gain practical insights i
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186.15 zł
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Distributed Machine Learning with Python takes you through state-of-the-art techniques built on top of traditional data and model parallelism approaches. It explains the concept of hybrid data-model parallelism, federated learning, and edge device learning with elastic and in-parallel model training in multi-tenant clusters.
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116.10 zł
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This book teaches you how to better run the ArcGIS Online and ArcGIS Pro tools, helping you learn new and important tips and tricks to manage data for entire cities or huge companies.
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170.10 zł
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Make data analysis fast, reliable, and clean with Python, Pandas and Matplotlib. Key Features A detailed walk-through of the Pandas library's features with multiple examples. Numerous graphical representations and reporting capabilities using popular Matplotlib. A high-level overview of extracting data from including files, databases, and the w
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71.91 zł
79.90 zł(-10%) -
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This book serves as a concise path toward cracking Kaggle competitions as well as an all-encompassing guide to upgrading your skills and career as a data scientist.
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206.10 zł
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Apache Spark's speed, ease of use, sophisticated analytics, and multilanguage support makes practical knowledge of this cluster-computing framework a required skill for data engineers and data scientists. With this hands-on guide, anyone looking for an introduction to Spark will learn practical algorithms and examples using PySpark.In each chapter,
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203.15 zł
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Make use of the most advanced machine learning techniques to perform NLP and feature extraction Key Features Learn about pre-trained models, deep learning, and transfer learning for NLP applications. All-in-one knowledge guide for feature engineering, NLP models, and pre-processing techniques. Includes use cases, enterprise deployments, and a r
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71.91 zł
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Wykorzystanie danych zorientowanych na użytkownika w celu uzyskania realnych wyników biznesowych Dzięki tej książce Czytelnik będzie mógł wykorzystać w swojej firmie pełną moc danych behawioralnych używając w tym celu wyspecjalizowanych narzędzi. Algorytmy często stosowane w danologii, a także programy służące do analizy predykcyjnej traktują ja
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76.49 zł
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Machine Learning in Biotechnology and Life Sciences is a critically timed book for scientists and developers working in the biotechnology sector. This book takes a hands-on approach to bridging the gap for scientists who have a strong desire to learn and apply AI methods within their roles to drive efficiency and agility in their company.
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143.10 zł
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Whether you're a data analyst new to programming or already familiar with it, this book will teach you the optimum techniques for data preprocessing from both technical and analytical perspectives. You'll explore the world of advanced data manipulation and preprocessing techniques to create successful data analytic solutions.
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143.10 zł
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Best learning Scroll for Python Key Features 16 chapters covering basic (loops) to advanced (NumPy) topics in Python. Focus on one topic per chapter to help learners understand topics in depth. Key points from Theory highlighted in each chapter for better retention. More than 1000 questions that give ample opportunity for practice. 7 Model te
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71.91 zł
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Covers Data Science concepts, processes, and the real-world hands-on use cases. Key Features Covers the journey from a basic programmer to an effective Data Science developer. Applied use of Data Science native processes like CRISP-DM and Microsoft TDSP. Implementation of MLOps using Microsoft Azure DevOps. Description "How is the Data Science
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71.91 zł
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Financial risk management is quickly evolving with the help of artificial intelligence. With this practical book, developers, programmers, engineers, financial analysts, risk analysts, and quantitative and algorithmic analysts will examine Python-based machine learning and deep learning models for assessing financial risk. Building hands-on AI-base
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228.65 zł
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The world around us is full of data that holds unique insights and valuable stories, and this book will help you uncover them. Whether you already work with data or want to learn more about its possibilities, the examples and techniques in this practical book will help you more easily clean, evaluate, and analyze data so that you can generate meani
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203.15 zł
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This book will help you to work with data ingestion and data transformation extensions, and bypass Power BI's shortcomings in data augmentation and data visualization using Python and R programming. You'll understand insights and create interactive custom visuals using analytical languages with the help of hands-on examples.
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143.10 zł
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Master the ML process, from pipeline development to model deployment in production. Key Features Prime focus on feature-engineering, model-exploration & optimization, dataops, ML pipeline, and scaling ML API. A step-by-step approach to cover every data science task with utmost efficiency and highest performance. Access to advanced data engineer
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(36,90 zł najniższa cena z 30 dni)
71.91 zł
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Essential PySpark for Scalable Data Analytics is an introduction for anyone new to the distributed computing model. You'll learn to unlock the analytics world by building end-to-end data processing pipelines, starting with data ingestion, cleansing, and integration, through to data visualization and building and operationalizing predictive models.
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125.10 zł
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This book will help you explore the foundations of Python programming and learn how Python can be used to achieve results.
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125.10 zł
139.00 zł(-10%) -
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The book contains the most common as well as state-of-the-art methods in machine learning for time-series, and examples that every data scientist or analyst would have encountered, if not in their job, then in a job interview.
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This book will take you on a journey from an idea (“buy bullish stocks, sell bearish ones”) to becoming part of the elite club of long/short algorithmic traders. Along the way, we will explore several key concepts, such as trading edge, frequency, signal processing, trading psychology, capital efficiency, risk management, and asset al
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143.10 zł
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The book provides a one-stop solution for getting into data science with Python and teaches how to extract insights from data.
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Concepts of Machine Learning with Practical Approaches. Key Features Includes real-scenario examples to explain the working of Machine Learning algorithms. Includes graphical and statistical representation to simplify modeling Machine Learning and Neural Networks. Full of Python codes, numerous exercises, and model question papers for data scie
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71.91 zł
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This book on marketing analytics with Python will quickly get you up and running using practical data science and machine learning to improve your approach to marketing. You'll learn how to analyze sales, understand customer data, predict outcomes, and present conclusions with clear visualizations.
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107.10 zł
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Data Processing with Optimus helps you learn how to load, clean, and transform data easily with Optimus. This book is a step-by-step guide for preparing data to perform key data science tasks such as machine learning, analytics, feature engineering, and reporting to help you to build end-to-end real-world applications with ease.
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116.10 zł
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Getting Started with Streamlit for Data Science takes you from the basics of web app development in the Streamlit library and machine learning model deployment in Heroku and AWS. The book shows you how you can use Streamlit for a variety of projects to improve job applications and resumes and much more.
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179.10 zł
199.00 zł(-10%) -
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Python is an efficient tool for coupling scientific computing and mathematics. This book teaches you how to use it for linear algebra, arrays, plotting, iterating, functions, and polynomials. You'll explore task automation and understand essential math concepts and algorithms along with integrations for faster computation in scientific computing.
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116.10 zł
129.00 zł(-10%) -
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Build your data science skills. Start data visualization Using Python. Right away. Become a good data analyst by creating quality data visualizations using Python. Key Features Exciting coverage on loads of Python libraries, including Matplotlib, Seaborn, Pandas, and Plotly. Tons of examples, illustrations, and use-cases to demonstrate visual st
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71.91 zł
79.90 zł(-10%) -
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Success in data science depends on the flexible and appropriate use of tools. That includes Python and R, two of the foundational programming languages in the field. This book guides data scientists from the Python and R communities along the path to becoming bilingual. By recognizing the strengths of both languages, you'll discover new ways to acc
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169.14 zł
199.00 zł(-15%) -
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Harness the full power of the behavioral data in your company by learning tools specifically designed for behavioral data analysis. Common data science algorithms and predictive analytics tools treat customer behavioral data, such as clicks on a website or purchases in a supermarket, the same as any other data. Instead, this practical guide introdu
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228.65 zł
269.00 zł(-15%) -
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Mastering Advanced Python Programming Key Features In-depth coverage on fundamentals of functions, recursion, classes, inheritance, and files. Mastery of advanced topics - Database connectivity, Errors and Exception, Testing and Debugging, threads, Data visualization, and Data analysis. In-depth coverage of advanced concepts such as data struc
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71.91 zł
79.90 zł(-10%) -
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Learn how to design and build Dash apps from scratch with this practical book that covers the different functionalities of Plotly and Dash for building dashboards and data apps. You'll start by exploring the Dash ecosystem and go on to build a fully functional app as you discover options for fine-tuning and extending your app using new techniques.
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134.10 zł
149.00 zł(-10%) -
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If you know how to program, you're ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Python code instead of mathematical formulas, using discrete probability distributions rather than continuous mathematics. Once you get the math out of the way, the Bayesian fundamentals will become clearer and
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143.65 zł
169.00 zł(-15%) -
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Knowing how to work with data to extract insights generates significant value. This book will help you to develop data analysis skills using a hands-on approach and real-world data. You'll get up to speed with pandas 1.x in no time and build some software engineering skills in the process, vastly expanding your data science toolbox.
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170.10 zł
189.00 zł(-10%) -
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This book focuses on key Python analytics and algorithmic trading libraries used for backtesting. With the help of practical examples, you will learn the principle aspects of trading strategy development. The 14 profitable strategies included in the book will also help you build intuitions that will enable you to create your own strategy.
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125.10 zł
139.00 zł(-10%) -
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Data in its raw state is rarely ready for productive analysis. This book not only teaches you data preparation, but also what questions you should ask of your data. It focuses on the thought processes necessary for successful data cleaning as much as on concise and precise code examples that express these thoughts.
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116.10 zł
129.00 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
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143.10 zł
159.00 zł(-10%) -
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Leverage your natural language processing skills to make sense of text. With this book, you'll learn fundamental and advanced NLP techniques in Python that will help you to make your data fit for application in a wide variety of industries. You'll also find recipes for overcoming common challenges in implementing NLP pipelines.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
