TYLKO 72h! 15. Urodziny Ebookpoint - Jesienni Książkołowcy!
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This practical guide offers a short course on scaling CouchDB to meet the capacity needs of your distributed application. Through a series of scenario-based examples, this book lets you explore several methods for creating a system that can accommodate growth and meet expected demand. In the process, you learn about several tools that can help you-
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ebook
29 pkt
(38,17 zł najniższa cena z 30 dni)
29.90 zł
44.90 zł (-33%) -
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Today, interpreting data is a critical decision-making factor for businesses and organizations. If your job requires you to manage and analyze all kinds of data, turn to Head First Data Analysis, where you'll quickly learn how to collect and organize data, sort the distractions from the truth, find meaningful patterns, draw conclusions, predict the
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ebook
29 pkt
(143,65 zł najniższa cena z 30 dni)
29.90 zł
169.00 zł (-82%) -
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Much of what constitutes Big Data is information about us. Through our online activities, we leave an easy-to-follow trail of digital footprints that reveal who we are, what we buy, where we go, and much more. This eye-opening book explores the raging privacy debate over the use of personal data, with one undeniable conclusion: once data's been col
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ebook
29 pkt
(59,42 zł najniższa cena z 30 dni)
29.90 zł
69.90 zł (-57%) -
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Machine Learning at Scale with H2O helps you to succeed in building and deploying state-of-the-art predictive models with large data volumes in an enterprise setting. The book enables you to understand the perspectives of varied stakeholders while navigating the journey from model development to business value.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
129.00 zł (-77%) -
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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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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
129.00 zł (-77%) -
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Automated Machine Learning on AWS is a practical guide that provides hands-on experience to help you learn how to automate a machine learning pipeline using the various AWS services. With this book, you will be able to successfully overcome any machine learning automation challenges on AWS in no time.
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ebook
29 pkt
(134,10 zł najniższa cena z 30 dni)
29.90 zł
149.00 zł (-80%) -
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Running machine learning on microcontrollers enables everyday objects to make smarter decisions through minimum interactions with the end user. This book features useful and exciting recipes that help you combine the capabilities of embedded ultra-low-power systems and machine learning for AI-powered IoT devices.
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ebook
29 pkt
(134,10 zł najniższa cena z 30 dni)
29.90 zł
149.00 zł (-80%) -
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Developers working with machine learning will be able to put their knowledge to work with this practical guide to Amazon SageMaker Studio. The book takes a hands-on approach to implementing real-world machine learning use cases that will have you up and running quickly.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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This book uses real-life datasets from Kaggle to explain basic statistics for machine learning for data segmentation, regression predictions, and forecasts. You'll focus on variable dependency and autocorrelation to build, test, and use a linear regression prediction model and time series forecasts.
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ebook
29 pkt
(125,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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Pachyderm enables you to create collaborative data science workflows and reproduce your experiments at scale. This book will help you leverage Pachyderm's data versioning and lineage features to build scalable end-to-end AI/ML pipelines and show you how to deploy Pachyderm in leading cloud platforms, use its SaaS offering PachHub, and much more.
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ebook
29 pkt
(134,10 zł najniższa cena z 30 dni)
29.90 zł
149.00 zł (-80%) -
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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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ebook
29 pkt
(125,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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This book will introduce you to the basics of PyTorch Lightning and how you can build deep learning models from scratch. You'll learn techniques for building a variety of model network architecture, debugging them, and tuning them by utilizing some of the advanced features of the PyTorch Lightning framework to research and invent new methods.
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ebook
29 pkt
(134,10 zł najniższa cena z 30 dni)
29.90 zł
149.00 zł (-80%) -
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Intelligent Workloads at the Edge is a practical guide to designing, deploying, and operating data-driven workloads on edge IoT devices for delivering cyber-physical outcomes. You'll work with hands-on projects to learn how to build intelligent applications that run on edge devices with AWS IoT Greengrass.
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ebook
29 pkt
(134,10 zł najniższa cena z 30 dni)
29.90 zł
149.00 zł (-80%) -
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This Workshop will teach you how to build deep learning models from scratch using real-world datasets with the TensorFlow framework. You will gain the knowledge you need to process a variety of data types, perform tensor computations, and understand the different layers in a deep learning model.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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Natural Language Processing with Flair is a book for NLP developers, data scientists, and machine learning enthusiasts who want to get up to speed with Flair to be able to put their knowledge to work by solving real-life problems. The book features a number of hands-on exercises showing how to create and deploy Flair NLP solutions with ease.
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ebook
29 pkt
(107,10 zł najniższa cena z 30 dni)
29.90 zł
119.00 zł (-75%) -
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Start your quest in quantum computing the right way with an understanding of the math that undergirds it, or come back to the math you may have missed when you started learning quantum computing. This book covers linear algebra, complex numbers, and probability - just enough for you to master all the math needed for quantum computing.
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ebook
29 pkt
(76,49 zł najniższa cena z 30 dni)
29.90 zł
84.99 zł (-65%) -
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The book takes a hands-on approach to speeding up your Spark jobs and data processing by covering the implementation and associated methodologies that will have you up and running in no time. Developers working with Databricks and Spark will be able to put their knowledge to work with this practical guide to optimizing workloads.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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Learning to solve common NLP problems effectively is an important skill to master due to its popularity. TensorFlow is one of the leading frameworks for implementing production-grade machine learning solutions. By the end of this book, you'll be ready to confidently develop end-to-end machine learning solutions efficiently with TensorFlow.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
129.00 zł (-77%) -
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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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ebook
29 pkt
(125,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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This updated second edition of Mastering Azure Machine Learning is a critically timed book. It builds upon simple and advanced NLP techniques, ML models such as boosted trees, deep neural network architectures, and more to help you leverage the power of Azure Machine Learning Services.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
129.00 zł (-77%) -
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This book is a comprehensive introduction to modern data architecture for analytics, focusing on implementing the Data Lakehouse architecture for large-scale analytics in a scalable, agile, and cost-effective manner. With the help of practical explanations, you'll be able to apply the frameworks introduced in this book within your organization.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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This updated second edition of Learn Amazon SageMaker will teach you how to move quickly from business questions to high performance models in production. Using machine learning and deep learning examples implemented with Python and Jupyter notebooks, you'll learn how to make the most of the many features and APIs of Amazon SageMaker.
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ebook
29 pkt
(134,10 zł najniższa cena z 30 dni)
29.90 zł
149.00 zł (-80%) -
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Rasa provides an open-source framework for developing AI chatbots that uses natural language processing (NLP) and machine learning technologies. With this book, you'll become well-versed with all that Rasa offers to help you build a next-level customer experience at scale.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
129.00 zł (-77%) -
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This book is a modern presentation of quantum chemical concepts and how it relates to quantum computing to solve problems, focusing on a basic understanding of matter and the building blocks of molecules. We take a deep dive into the postulates of quantum mechanics and highlight the mathematics involved to solve problems.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
129.00 zł (-77%) -
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This book demonstrates how to use deep Learning in R for machine learning, image classification, and natural language processing. It covers topics such as convolutional networks, recurrent neural networks, transfer learning and deep learning in the cloud. By the end of this book, you will be able to apply deep learning to real-world projects.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
129.00 zł (-77%) -
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Product and service teams benefit tremendously by using unstructured data, and that's where Commerce.AI comes in, merging machine learning, product expertise, and big data to help businesses make accurate decisions using the world's largest unstructured data engine. This book shows you how to use AI to gain insights like never before.
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ebook
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audiobook
29 pkt
(134,10 zł najniższa cena z 30 dni)
29.90 zł
149.00 zł (-80%) -
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Blockchain has the potential to change the world and has become the hottest field in the tech sector now. Blockchain for Business is a comprehensive guide that enables you to fully understand the far-reaching applications beyond Bitcoin and empowers you to make fully-informed decisions.
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ebook
29 pkt
(85,49 zł najniższa cena z 30 dni)
29.90 zł
94.99 zł (-69%) -
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Web scraping is the process of extracting information from the web using various tools that perform scraping and crawling. Go is emerging as the language of choice for scraping using a variety of libraries. This book will quickly explain to you, how to scrape data data from various websites using Go libraries such as Colly and Goquery.
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ebook
29 pkt
(71,91 zł najniższa cena z 30 dni)
29.90 zł
79.90 zł (-63%) -
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Apache Spark is a ?exible in-memory framework that allows processing of both batch and real-time data. Its unified engine has made it quite popular for big data use cases. This book will help you to quickly get started with Apache Spark 2.0 and write efficient big data applications for a variety of use cases.
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ebook
29 pkt
(85,49 zł najniższa cena z 30 dni)
29.90 zł
94.99 zł (-69%) -
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Machine Learning (ML) is transforming the way we understand and interact with the world around us. This book is a perfect guide for you to use the Python ecosystem to cover key domains in the machine learning. You will learn to implement advanced concepts and most used machine learning algorithms using complex datasets and optimized techniques.
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ebook
29 pkt
(125,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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Kibana is the visualization tool of the Elastic Stack, used for visualizing the results of the queries as well the dashboards generated out of the Elasticsearch and Logstash components. This book contains core concepts of Kibana with a straightforward form of chapters so that reader can move forward in a step by step manner.
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ebook
29 pkt
(85,49 zł najniższa cena z 30 dni)
29.90 zł
94.99 zł (-69%) -
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This book includes 9 projects on building smart and practical AI-based systems. These projects cover solutions to different domain-specific problems in healthcare, e-commerce and more. With this book, you will apply different machine learning and deep learning techniques and learn how to build your own intelligent applications for smart predictions
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
129.00 zł (-77%) -
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The purpose of the book is to help a machine learning practitioner gets hands-on experience in working with real-world data and apply modern machine learning algorithms. You will learn to implement each algorithm to a specific industry problem. It covers projects involving both supervised as well as unsupervised learning approaches.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
129.00 zł (-77%) -
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This book is for Python developers to implement various components of end-to-end decentralized applications such as cryptocurrencies, smart contracts, wallet and more. You will use the example-based approach using various libraries from Python ecosystem to build efficient and powerful blockchain applications at work or projects.
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ebook
29 pkt
(125,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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Data is the new oil, but it comes crude. To do anything meaningful - modeling, visualization, machine learning, for predictive analysis – you first need to wrestle and wrangle with data. Data Wrangling with Python teaches you the essentials that will get you up and running with data wrangling in no time.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
129.00 zł (-77%) -
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Cognitive Toolkit is one of the most popular and recently open sourced deep learning toolkit by Microsoft. Cognitive Toolkit is used to train fast and effective deep learning models. This book will be a quick introduction to using Cognitive Toolkit and will teach you how to train and validate different types of neural networks.
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ebook
29 pkt
(85,49 zł najniższa cena z 30 dni)
29.90 zł
94.99 zł (-69%) -
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This book is an essential guide for anyone interested in Reinforcement Learning. The book provides an actionable reference for Reinforcement Learning algorithms and their applications using TensorFlow and Python. It will help readers leverage the power of algorithms such as Deep Q-Network (DQN), Deep Deterministic Policy Gradients (DDPG), and Proxi
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ebook
29 pkt
(71,91 zł najniższa cena z 30 dni)
29.90 zł
79.90 zł (-63%) -
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TensorFlow is one of the most popular machine learning frameworks in Python. With this book, you will improve your knowledge of some of the latest TensorFlow features and will be able to perform supervised and unsupervised machine learning and also train neural networks.
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ebook
29 pkt
(85,49 zł najniższa cena z 30 dni)
29.90 zł
94.99 zł (-69%) -
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This book will be an excellent resource for both Python and R developers and will help them apply data science and machine learning to marketing with real-world data sets. By the end of this book, you will be well equipped with the required knowledge and expertise to draw insights from data and improve your marketing strategies.
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ebook
29 pkt
(125,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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This book will intuitively build on the fundamentals of neural networks, deep learning and thoughtfully guide the readers through real-world use cases. You will learn to implement neural networks as well as how to develop and embed intelligence in products and services using the latest open source and industry level tools available in the market.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
129.00 zł (-77%) -
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Mastering OpenCV 4 with Python is a comprehensive guide to help you to get acquainted with various computer vision algorithms running in real-time. This book will help you to build complete projects on image processing, motion detection, and image segmentation where you can gain advanced computer vision techniques.
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ebook
29 pkt
(125,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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In this book, you'll learn to implement some practical and proven techniques to improve aspects of programming and administration in Apache Spark. Techniques are demonstrated using practical examples and best practices. You will also learn how to use Spark and its Python API to create performant analytics with large-scale data.
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ebook
29 pkt
(71,91 zł najniższa cena z 30 dni)
29.90 zł
79.90 zł (-63%) -
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Big Data analytics relates to the strategies used by enterprises to process and analyze large amounts of data to bring out hidden insights. With the help of open source and enterprise tools, such as R, Python, Hadoop, and Spark, you will learn how to effectively mine your Big Data. By the end of this book, you will have a clear understanding of how
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ebook
29 pkt
(134,10 zł najniższa cena z 30 dni)
29.90 zł
149.00 zł (-80%) -
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Deep Learning is one of the trending topics in the field of Artificial Intelligence today and can be considered to be an advanced form of machine learning. This book will help you take your first steps when it comes to training efficient deep learning models, and apply them in various practical scenarios. You will model, train and deploy different
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ebook
29 pkt
(107,10 zł najniższa cena z 30 dni)
29.90 zł
119.00 zł (-75%) -
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Get to grips with the skills you need for entry-level data science in this hands-on Python and Jupyter course. You'll learn about some of the most commonly used libraries that are part of the Anaconda distribution, and then explore machine learning models with real datasets to give you the skills and exposure you need for the real world. We'll fini
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ebook
29 pkt
(49,49 zł najniższa cena z 30 dni)
29.90 zł
54.99 zł (-46%) -
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This book is a thorough guide for developers who want to get started with building computer vision applications using Julia. Julia is well suited to image processing because of its ease of use and the fact that it lets you write easy-to-compile and efficient machine code.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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Adding a layer of interactivity to your plots and converting these plots into applications hold immense value in the field of data science. The standard approach to adding interactivity would be to use paid software such as Tableau, but the Bokeh package in Python offers users a way to create both interactive and visually aesthetic plots for free.
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ebook
29 pkt
(89,91 zł najniższa cena z 30 dni)
29.90 zł
99.90 zł (-70%) -
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In this book, you will come across various real-world projects which will teach you how to leverage Tensforflow’s capabilities to perform efficient image processing tasks. By the end of this book, you will have mastered all the concepts of deep learning for Images and their implementations with Tensorflow and Keras
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ebook
29 pkt
(71,91 zł najniższa cena z 30 dni)
29.90 zł
79.90 zł (-63%) -
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Walks through the hands-on process of building intelligent agents from the basics and all the way up to solving complex problems including playing Atari games and driving a car autonomously in the CARLA simulator. Discusses various learning environments and how to transform real-world problems into learning environments and solve using the agents.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
129.00 zł (-77%) -
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Recommendation systems are at the heart of almost every internet business today; from Facebook to Netflix to Amazon. Providing good recommendations, whether it's friends, movies or groceries, goes a long way in defining user experience and enticing your customers to use and buy from your platform. This book teaches you to do just that.
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ebook
29 pkt
(85,49 zł najniższa cena z 30 dni)
29.90 zł
94.99 zł (-69%) -
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AWK is one of the powerful utility which exists in all Unix and Unix-like distributions. This book covers the structure and the control flow of AWK program, regular expressions, and use of different operators to carry out various text processing and mining tasks. This book is packed with unique practical examples to practice AWK programming.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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ArcGIS Pro is a geographic information system for working with maps and geographic information. Mapping with ArcGIS Pro will help readers create visually stunning maps that increase the legibility of the stories being mapped and introduce visual and design concepts into a traditionally scientific, data-driven process.
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ebook
29 pkt
(134,10 zł najniższa cena z 30 dni)
29.90 zł
149.00 zł (-80%) -
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Teradata, unlike other relational database management systems, is mainly popular because of its faster analytical processing and storage capabilities. This book unveils all the functionality offered by Teradata's analytical platform with the help of practical recipes. From installation to querying, indexing to loading utilities for analytical proce
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ebook
29 pkt
(134,10 zł najniższa cena z 30 dni)
29.90 zł
149.00 zł (-80%) -
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Machine learning has become a hot topic for developers who want to impart intelligent functionality to their applications. In this book, we'll show you how to incorporate various machine learning libraries available for iOS developers. You'll quickly get acquainted with the machine learning fundamentals and implement various algorithms with Swift.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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Computer Vision is a broadly used term associated with acquiring, processing, and analyzing images. This book will show you how you can perform various Computer Vision techniques in the most practical way possible. Right from capturing images from various sources, you will learn how to perform image filtering/manipulation and detect features in you
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ebook
29 pkt
(107,10 zł najniższa cena z 30 dni)
29.90 zł
119.00 zł (-75%) -
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Python Web Scraping Cookbook is a solution-focused book that will teach you techniques to develop high-performance Scrapers, and deal with cookies, hidden form fields, Ajax-based sites, proxies, and more. By the end of this book, you will be able to scrape websites more efficiently with more accurate data, and how to package, deploy and operate scr
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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In this book, you will understand what artificial intelligence is. It explains in detail basic search methods: Depth-First Search (DFS), Breadth-First Search (BFS), and A* Search, which can be used to make intelligent decisions when the initial state, end state, and possible actions are known. Random solutions or greedy solutions can be found for s
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ebook
29 pkt
(71,91 zł najniższa cena z 30 dni)
29.90 zł
79.90 zł (-63%) -
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Ethereum is an open-source, public, Blockchain-based distributed computing platform, and operating system featuring smart contract functionality which builds decentralized applications. If you want to get started with Ethereum and Solidity or you are among the many developers already working with this platform, this book is your one-stop guide.
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ebook
29 pkt
(125,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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This book will introduce the AI algorithms to the beginners and will take on implementing AI tasks using various Java-based libraries. It will take a practical approach to get you up and running with building smarter applications using Java programming knowledge.
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ebook
29 pkt
(71,91 zł najniższa cena z 30 dni)
29.90 zł
79.90 zł (-63%) -
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Blockchain and Bitcoin are currently the talk of the town. This book will start with an introduction to the fundamental concepts of Blockchain and it will take you through its various features and challenges. By the end of this book, you will learn to implement the Blockchain technology for securing your cryptocurrency.
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ebook
29 pkt
(71,91 zł najniższa cena z 30 dni)
29.90 zł
79.90 zł (-63%) -
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D3.js is a JavaScript library that allows you to create graphs and data visualizations in the browser, with HTML, SVG, and CSS. This book will take you from the basics of D3.js, so that you can create your own interactive visualizations, to creating the most common graphs that you will encounter as a developer, scientist, statistician, or data scie
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ebook
29 pkt
(85,49 zł najniższa cena z 30 dni)
29.90 zł
94.99 zł (-69%) -
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This book will introduce you to the APIs released as part of Cognitive Services platform and show you how to leverage their capabilities. More importantly, you'll see how the power of these APIs can be combined to build real-world apps that have cognitive capabilities.
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ebook
29 pkt
(125,10 zł najniższa cena z 30 dni)
29.90 zł
139.00 zł (-78%) -
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Data analysis is crucial to accurately predict the performance of an application. The book begins by getting you started with R, including basic programming and data import, data visualization, pivoting, merging, aggregating, and joins. Once you are comfortable with the basics, you can read ahead and learn all about data visualization and graphics.
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ebook
29 pkt
(98,10 zł najniższa cena z 30 dni)
29.90 zł
109.00 zł (-73%) -
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When data is presented to you in a graphical or pictorial format, you can analyze it more effectively. This book begins by introducing you to basic concepts, such as grammar of graphics and geometric objects. It then goes on to explain these concepts in detail with examples. Once you are comfortable with basics, you can learn all about the advanced
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ebook
29 pkt
(85,49 zł najniższa cena z 30 dni)
29.90 zł
94.99 zł (-69%) -
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CompTIA Security+ Certification Guide makes the most complex Security+ concepts easy to understand despite having no prior knowledge. It offers exam tips in every chapter along with access to practical exercises and exam checklist that map to the exam objectives and it is the perfect study guide to help you pass CompTIA Security+ SY0-501 exam.
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ebook
29 pkt
(85,49 zł najniższa cena z 30 dni)
29.90 zł
94.99 zł (-69%) -
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This book will give you a complete walkthrough of the process of developing basic to advanced practical examples based on neural networks with C#. From simple perceptrons through GRU's, you'll learn to understand and implement these technologies using the concepts you've learned. Explore methods to optimize and adapt neural networks in real time.
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ebook
29 pkt
(116,10 zł najniższa cena z 30 dni)
29.90 zł
129.00 zł (-77%) -
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MongoDB has grown to become the de facto NoSQL database with millions of users, from small start-ups to Fortune 500 companies. It can solve problems that are considered difficult, if not impossible, for aging RDBMS technologies. Written for version 4 of MongoDB, this book is the easiest way to get started with MongoDB.
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ebook
29 pkt
(85,49 zł najniższa cena z 30 dni)
29.90 zł
94.99 zł (-69%) -
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It's important to know project management best practices that are tailored to your enterprise environments. From project kick-off to formal project/phase closure, you’ll learn the skills needed to see a project through to completion. This book will help you to become certified and understand the project management best practices.
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ebook
29 pkt
(98,10 zł najniższa cena z 30 dni)
29.90 zł
109.00 zł (-73%) -
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In this book, you will find a range of methods to improve the performance of almost any predictive model, from ensemble methods to dimensionality reduction and cross-validation. You will learn the tools to produce advanced predictive models. In addition, you will dive into the exiting field of Deep Learning using TensorFlow.
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Machine Learning in the healthcare domain is booming because of its abilities to provide accurate and stabilized techniques. This book is packed with new methodologies to create efficient solutions for healthcare analytics. We will build five end-to-end projects to evaluate the efficiency of AI apps to carry out simple-to-complex healthcare analyti
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Machine learning on mobile devices is the next big thing. This book presents the implementation of 7 practical, real-world projects that will teach you how to leverage TensorFlow Lite and Core ML to perform efficient machine learning on a cross-platform mobile OS. You will get to work on image, text, and video datasets through these projects.
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This book will help you to comprehensively understand the various facets and factors involved in progressing your career in Site Reliability Engineering (SRE). Enterprise and cloud IT teams and software engineers will learn to adopt the SRE concepts and culture in a simplified and streamlined fashion.
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Developers struggle to find an easy to follow learning resource for implementing Recurrent Neural Network(RNN) models. RNNs are the state-of-the-art model in deep learning for dealing with sequential data. From language translation to generating captions for an image, RNNs are used to continuously improve the results. This book will teach you the f
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This book demonstrates techniques to leverage the power of Python, OpenCV, and TensorFlow to solve problems in Computer Vision. This book also shows you how to build an application that can estimate human poses within images. You will also classify images and identify humans in videos, and then develop your own handwritten digit classifier.
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The book will allow readers to implement smart solutions to their existing cybersecurity products and effectively build intelligent solutions which cater to the needs of the future. By the end of this book, you will be able to build, apply, and evaluate machine learning algorithms to identify various cybersecurity potential threats.
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This book will help you build intelligent mobile applications for Android and iOS using machine learning. In the process, you will use popular machine learning toolkits such as TensorFlow Lite, Core ML, ML Kit and Fritz to build and deploy state-of-the-art machine learning models for mobile devices.
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Ripple uses blockchain technology to make international money transfer fast and efficient. Since it drastically reduces cost, it is widely accepted by financial institutions around the world. This book will help you with both theoretical and practical knowledge on how you can use the ripple technology. Since this book takes a hands-on approach, it
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Want to get started with impressive interactive visualizations and implement them in your daily tasks? This book offers the perfect solution-D3.js. It has emerged as the most popular tool for data visualization. This book will teach you how to implement the features of the latest version of D3 while writing JavaScript using the newest tools and te
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PostGIS is an open source spatial database system that offers a wider array of spatial analysis function and representation of geometric data types to databases. This book offers a tailored approach to practice common and most complex geo-processing tasks experts do with ease to design efficient GIS systems. Through the course of the book, not only
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HoloLens, Microsoft's innovative augmented reality headset, overlaps holograms into a user's vision of their environment. Your ideas are closer to becoming real when you can create and work with holograms in relation to the world around you. If you are dreaming beyond virtual worlds, beyond screens, beyond pixels, and want to take a big leap in the
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This book examines machine learning models including k-nearest neighbors, logistic regression, naive Bayes, random forests, and support vector machines. You will work through document classification, image recognition, and other example problems.
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There are unique challenges associated with analyzing Internet of Things (IoT) data. This book will turn you into an effective designer of analytics to meet those challenges. You will learn the strategies to optimize the data for analytics through step-by-step approach which is followed throughout this book.
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R is a powerful tool for statistics, graphics, and statistical programming. It is used by tens of thousands of people daily to perform serious statistical analyses. It is a free, open source system whose implementation is the collective accomplishment of many intelligent, hard-working people. There are more than 2,000 available add-ons, and R is a
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MySQL is one of the most popular relational databases in the world today, and has become a popular choice of tool to handle vast amounts of structured data - that is, structured Big Data. This book will demonstrate how you can dabble with large amounts of data using MySQL 8. It also highlights topics such as integrating MySQL 8 and a Big Data solut
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Around 80% of time in data analysis is spent on cleaning and preparing data for analysis. Python and R are considered a popular choice of tool for data analysis, and have packages which can be best used to manipulate different kinds of data, as per the requirement. This book will show you the best approaches for particular problems in real world ca
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scikit-learn has evolved as a robust library for machine learning applications in python with support for a wide range of supervised and unsupervised learning algorithms.This edition brings to you the various enhancements to its model implementations, API and bug fixes in the latest major release of scikit-learn to support Python. This book covers
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TensorFlow 1.x is an open source software library for numerical computation using data flow graphs. This book approaches common commercial machine learning problems using Google's TensorFlow 1.x library. It covers unique features of the library such as Data Flow Graphs, training, visualization of performance with TensorBoard—all within a con
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Applications that use and evaluate real-time streams need to take the features of the underlying processing engine into account. This is the first book about Apache Apex, teaching readers how to include the real-time streaming engine Apex in a functioning application, and which parts to add to make it performant and usable.
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This book will familiarize you with the latest new features released in PostgreSQL 10, and get you up and running with building efficient PostgreSQL database solutions from scratch. You will get a complete overview of SQL, client and server side programming in PostgreSQL, as well as some important administration tasks.
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This book is your guide to understanding the basics of how Azure Stream Analytics works, and build your own analytics solution using its capabilities. By the end of this book, you will be well-versed in using Azure Stream Analytics to develop an efficient analytics solution which can work with any type of data.
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IBM SPSS Modeler allows quick, efficient predictive analytics and insight building from your data, and is a popularly used data mining tool. This book will guide you through the data mining process, and presents relevant statistical methods which are used to build predictive models and conduct other analytic tasks using IBM SPSS Modeler. From impor
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What are your organization’s policies for generating and using huge datasets full of personal information? This book examines ethical questions raised by the big data phenomenon, and explains why enterprises need to reconsider business decisions concerning privacy and identity. Authors Kord Davis and Doug Patterson provide methods and techniq
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Create your own natural language training corpus for machine learning. Whether you’re working with English, Chinese, or any other natural language, this hands-on book guides you through a proven annotation development cycle—the process of adding metadata to your training corpus to help ML algorithms work more efficiently. You don’
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If you're looking for a scalable storage solution to accommodate a virtually endless amount of data, this book shows you how Apache HBase can fulfill your needs. As the open source implementation of Google's BigTable architecture, HBase scales to billions of rows and millions of columns, while ensuring that write and read performance remain constan
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How can you get your data from frontend servers to Hadoop in near real time? With this complete reference guide, you’ll learn Flume’s rich set of features for collecting, aggregating, and writing large amounts of streaming data to the Hadoop Distributed File System (HDFS), Apache HBase, SolrCloud, Elastic Search, and other systems.Using
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Even as big data is turning the world upside down, the next phase of the revolution is already taking shape: real-time data analysis. This hands-on guide introduces you to Storm, a distributed, JVM-based system for processing streaming data. Through simple tutorials, sample Java code, and a complete real-world scenario, you’ll learn how to bu
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If you want to use CouchDB to support real-world applications, you'll need to create MapReduce views that let you query this document-oriented database for meaningful data. With this short and concise ebook, you'll learn how to create a variety of MapReduce views to help you query and aggregate data in CouchDB’s large, distributed datasets.Yo
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How do you use R to import, manage, visualize, and analyze real-world data? With this short, hands-on tutorial, you learn how to collect online data, massage it into a reasonable form, and work with it using R facilities to interact with web servers, parse HTML and XML, and more. Rather than use canned sample data, you'll plot and analyze current h
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Learn how to perform data analysis with the R language and software environment, even if you have little or no programming experience. With the tutorials in this hands-on guide, you’ll learn how to use the essential R tools you need to know to analyze data, including data types and programming concepts.The second half of Learning R shows you
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Enormous quantities of data go unused or underused today, simply because people can't visualize the quantities and relationships in it. Using a downloadable programming environment developed by the author, Visualizing Data demonstrates methods for representing data accurately on the Web and elsewhere, complete with user interaction, animation, and
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Go beyond spreadsheets and tables and design a data presentation that really makes an impact. This practical guide shows you how to use Tableau Software to convert raw data into compelling data visualizations that provide insight or allow viewers to explore the data for themselves.Ideal for analysts, engineers, marketers, journalists, and researche
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There is an easier way to build Hadoop applications. With this hands-on book, you’ll learn how to use Cascading, the open source abstraction framework for Hadoop that lets you easily create and manage powerful enterprise-grade data processing applications—without having to learn the intricacies of MapReduce.Working with sample apps base
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Nabierz prędkości dzięki przełomowym zmianom w SQL Server 2019. Nie jest to już jedynie silnik bazodanowy, ale nowatorskie narzędzie wyposażone we wsparcie dla uczenia maszynowego, analiz Big Data, możliwość działania w systemie Linux, kontenery, Kubernetes, Javę czy wirtualizację danych w Azure. Ta książka nie zajmuje się tradycyjną administracją
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Opanuj techniki modelowania biznesowego i analiz wykorzystujące Microsoft Excel 2016 i przekształć swoje dane w użyteczne wnioski. Wayne Winston, zdobywca wielu nagród akademickich, dzieli się swoim ogromnym doświadczeniem na stronach praktycznego podręcznika. To wydanie zawiera ponad 150 problemów z rozwiązaniami, a także rozdział o podstawach mod
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Opanuj techniki modelowania biznesowego i analiz wykorzystujące Microsoft Excel 2019 i przekształć swoje dane w użyteczne wnioski. Wayne Winston, zdobywca wielu nagród akademickich, dzieli się swoim ogromnym doświadczeniem na stronach praktycznego podręcznika. Nowe wydanie obejmuje zagadnienia od PowerQuery po nowe typy danych geografic
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