Wydawnictwo Packt Publishing - ebooki
Tytuły książek(ebooki,audiobooki) wydawnictwa: Packt Publishing
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With the help of this book, you'll build smart algorithmic models using machine learning algorithms covering tasks such as time series forecasting, backtesting, trade predictions, and more using easy-to-follow examples. By the end, you'll be able to adopt algorithmic trading in your own business and implement intelligent investigative strategies.-
- PDF + ePub + Mobi 161 pkt
(161,10 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł (-10%) -
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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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- PDF + ePub + Mobi 116 pkt
(125,10 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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This hands-on guide for meta learning starts with exploring the principles, algorithms, and implementations of Meta learning with Tensorflow, Keras, and Python. Once it sets the foundation of learning to learn, the book will help you implement your meta learning algorithms from scratch.
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- PDF + ePub + Mobi 107 pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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Keras is a deep learning library that enables the fast, efficient training of deep learning models. The book begins with setting up the environment, training various types of models in the domain of deep learning and reinforcement learning. The projects are exciting and are real-world market demanding projects which take you from simple to complex
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- PDF + ePub + Mobi 116 pkt
(125,10 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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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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- PDF + ePub + Mobi 107 pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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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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- PDF + ePub + Mobi 80 pkt
(29,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
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- PDF + ePub + Mobi 152 pkt
(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł (-10%) -
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This book is designed to guide you through TensorFlow and how to use it effectively. You’ll be able to apply it for complex data computations, gain insights into your data, and more. Throughout the book, you’ll work through the recipes and get hands-on experience.
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- PDF + ePub + Mobi 152 pkt
(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł (-10%) -
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- PDF + ePub + Mobi 107 pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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- PDF + ePub + Mobi 107 pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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This book will help you leverage Elasticsearch, guiding you through everything from writing and creating customized plugins to extend Elasticsearch to tackling challenges while handling relational data in Elasticsearch. You’ll learn with the help of practical examples in a step-by-step way.
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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This book will get you to grips with the Spark Python API. You’ll explore how Python can be used with Spark to build scalable and reliable data-intensive applications.
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- PDF + ePub + Mobi 116 pkt
(125,10 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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Bring data to life using D3.js, the hottest and most powerful web-based data visualization technology on the market today. This second edition cookbook features code samples, helpful illustrations, and over 65 practical recipes to learn from so you can create amazing data visualization with precision and professional efficiency.
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- PDF + ePub + Mobi 116 pkt
(125,10 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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Uncover new approaches to big data visualization to make your analysis more effective and efficient with Big Data Visualization. Featuring in-depth coverage of big data analysis concepts together with industry-proven techniques, you?ll learn how to approach the challenge of big data visualization with confidence, ease and precision.
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- PDF + ePub + Mobi 116 pkt
(125,10 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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- PDF + ePub + Mobi 152 pkt
(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł (-10%) -
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- PDF + ePub + Mobi 116 pkt
(125,10 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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Blockchain is a distributed database that enables permanent, transparent, and secure storage of data. Mastering Blockchain is a comprehensive guide to this leading, cutting-edge technology and its implementation in the real world.
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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Create intelligent apps with vision, speech, language and knowledge capabilities using Microsoft Cognitive Services. Harness the power of all 21 APIs released as part of the platform, and discover how they can be combined to build real-word apps with cognitive capabilities. Learn how to easily add these features for smarter, more human-like applica
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- PDF + ePub + Mobi 116 pkt
(125,10 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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This book covers applications of quantitative finance in R. It starts with the basics of quantitative finance and goes to complexity at the end of the book along with a varying degree of R complexity. This will guide you to implement different trading strategies for various financial instruments using basic to complex techniques along with its opti
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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This book will show data analysis tasks, ranging from data retrieval, cleaning, manipulation, visualization, and storage to complex analysis and modeling using a variety of modules such as NumPy, SciPy, matplotlib, pandas, scikit-learn, and NLTK. You will be able to analyze different kinds of data including numeric, text, time-series, graph, and so
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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Java has been one of the most popular languages for developers for several decades and yet the potential of the Java ecosystem still remains untapped when it comes to using JVM-based languages and platforms to solve data science related problems. A variety of tools and libraries are available such as Spark, Hadoop, and Mahout for computation and li
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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Apache Spark is one of the most popular Big Data processing frameworks today, delivering speed, accuracy and real-time results – all in one solution. With this book, you will delve into the world of Apache Spark and learn about the new features introduced in Spark 2, along with the architecture and the associated concepts. A comprehensive gu
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- PDF + ePub + Mobi 116 pkt
(125,10 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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This book will guide you to enhance your database’s performance and give you insights into measuring and optimizing a PostgreSQL database to achieve better performance. You will be a able to perform various essential database tasks such as bench marking the database and optimizing the server’s memory usage. This book will also help yo
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- PDF + ePub + Mobi 152 pkt
(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł (-10%) -
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Placing the reader in the position of a commercial data scientist, this book covers the key attributes to solve real-world problems in areas such as music, financial markets, and global news. Introducing advanced techniques in Spark, it also comprehensively explores the surrounding eco-system with innovative and scalable solutions throughout
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- PDF + ePub + Mobi 152 pkt
(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł (-10%) -
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Machine learning is the new BLACK GOLD. In this book, we explore topics such as classification, clustering, model selection and regularization, nonlinearity, supervised, unsupervised, and reinforcement learning, structured prediction, neural networks, deep learning, and case studies. The algorithms are developed using R.The book is for students and
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- PDF + ePub + Mobi 161 pkt
(161,10 zł najniższa cena z 30 dni)
161.10 zł
179.00 zł (-10%) -
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Machine learning is concerned with algorithms for transforming data into actionable intelligence and predictive analytics. Deep learning is a branch of machine learning based on multiple levels of representations. This book introduces the core concepts of deep learning using the latest version of TensorFlow to get implementation and research detail
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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Machine learning is the field of Artificial Intelligence where we build systems that learn from data. Given the growing prominence of R—a cross-platform, zero-cost statistical programming environment—there has never been a better time to start applying machine learning to your data. This book will teach you advanced techniques in mach
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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Amazon has strongly evolved as a strong leader in the arenas of enterprise AI and machine learning. Through this book you'll learn how Amazon Machine learning services makes it easy for developers to implement machine learning models without the need of creating lengthy lines of code for ML algorithms. You will learn to leverage Amazon's Web Servi
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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Apache Cassandra is second generation distributed NoSQL database and a popular choice for enterprises across the globe for it scalable and customizable features. This book offers you a steady learning path to understand its capabilities and develop skills to build highly reliable big data applications. This edition comes with examples to implement
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- PDF + ePub + Mobi 116 pkt
(125,10 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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Keras is a high-level neural network library written in Python that runs on top of either Theano or TensorFlow. With this book, you’ll learn the basics of Keras in a highly practical way and understand how this minimal, highly modular framework runs on both CPU and GPU, allowing you to put your ideas into action in the shortest possible time
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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ArcGIS comes with a wide range of spatial analytical capabilities such as terrain analysis, interpolation, map algebra, neighborhood statistics, segmentation, classification and much more. This book uncovers such techniques with using real-world examples. With the help of step by step tutorials gain practical skills in geospatial data mining, visua
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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Java is the most wide-spread programming language nowadays, and you fill find it everywhere, from small startup companies to large enterprises. It is also a common choice for developing Data Science applications thanks to Java's prevalence and rich data processing toolbox.This book will explain how to use Java for Data Science, overview the availab
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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This is a project-based guide to teach you what Blockchain is, how it maintains data integrity, and how to create real-world Blockchain projects using Ethereum. With interesting real-world projects, you will know about bitcoin, generating smart and secure contracts with Ethereum, building end-to-end applications for Blockchain.
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- PDF + ePub + Mobi 116 pkt
(125,10 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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The next step in the information age is to gain insights from the deluge of data coming our way. Data mining provides a way of finding these insights, and Python is one of the most popular languages for data mining because it provides both power and flexibility in analysis.
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- PDF + ePub + Mobi 116 pkt
(125,10 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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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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- PDF + ePub + Mobi 107 pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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As we become more capable of handling data in every kind, we are becoming more reliant on visual input and what we can do with those self-driving cars, face recognition, and even augmented reality applications and games. This is all powered by Computer Vision.This book will put you straight to work in creating powerful and unique computer vision ap
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- PDF + ePub + Mobi 116 pkt
(125,10 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł (-10%) -
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Starting with a quick recap of important machine learning concepts, the book will delve straight into deep learning principles using Sci-kit learn. Moving ahead, you will learn to use the latest open source libraries such as Theano, Keras, Google's TensorFlow, and H20. Use this guide to uncover the difficulties of pattern recognition, scaling data
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- PDF + ePub + Mobi 152 pkt
(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł (-10%) -
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Spark ML is the machine learning module of Spark. It uses in-memory RDDs to process machine learning models faster for clustering, classification, and regression.
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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Game engines such as Unity are the power-tools behind the games we know and love. Unity is one of the most widely-used and best-loved packages for game development and is used by everyone, from hobbyists to large studios, to create games and interactive experiences for the Web, desktop, mobile, and console. With Unity's intuitive, easy-to-learn too
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- PDF + ePub + Mobi 107 pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł (-10%) -
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A practical and use case driven approach to Hadoop administration with coverage on a vast array of topics including Hadoop cluster installation, performance tuning, cluster planning, security, and much more. This book covers Hadoop from the perspective of running clusters in critical and large environments with complex data and at scale.
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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Dive into the world of social media and learn the art and science behind leveraging the power of R and analytics to transform data into actionable insights. This book will provide you with strategies and hands-on approaches to tap into data from diverse social media platforms and showcase the power of leveraging analytics to get insightful informat
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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This book is the ultimate guide to using latest features of Python 3.x to scrape data from websites. Learn right from extracting data from static web pages to creating class-based scrapers with Scrapy libraries. This book will also help you build crawlers and determine how to scrape data from JavaScript dependent website using PyQt and Selenium. Yo
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- PDF + ePub + Mobi 98 pkt
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98.10 zł
109.00 zł (-10%) -
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PostgreSQL is an open source database management tool used for handling large datasets (big data) and as a JSON document database. It also has applications in the software and web domains. This book will enable you to build better PostgreSQL applications and administer databases more efficiently.
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- PDF + ePub + Mobi 152 pkt
(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł (-10%) -
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Apache Spark has become the hottest platform and sought after skill set when it comes to the fields of Big Data, Analytics and Data Science. Apache Spark 2.x comes with series of new improvements in the areas of performance, scalability, operational and production readiness for structured processing of massive datasets. This book brings in a system
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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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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- PDF + ePub + Mobi 98 pkt
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98.10 zł
109.00 zł (-10%) -
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Data science and machine learning are some of the top buzzwords in the technical world today. A re-surging interest in machine learning is due to the same factors that have made data mining and Bayesian analysis more popular than ever. This book is your entry point to machine learning. Through this book, you will learn to apply the concepts of mach
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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The term 'Data Lake' has recently emerged as a prominent term in the big data industry. Data scientists can make use of it in deriving meaningful insights which can be used by businesses to redefine or transform the way they operate. Lambda architecture is also emerging as one of the very eminent patterns in the big data landscape, as it helps to d
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- PDF + ePub + Mobi 67 pkt
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67.49 zł
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The most commonly used GIS tools automate tasks that were historically done manually—compiling new maps by overlaying one on top of the other or physically cutting maps into pieces representing specific study areas, changing their projection, and getting meaningful results from the various layers by applying mathematical functions and operat
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- PDF + ePub + Mobi 134 pkt
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134.10 zł
149.00 zł (-10%) -
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As an increasing amount of data is generated each year, and the need to analyze and operationalize it is more important than ever. Companies that know what to do with their data have a competitive advantage over companies that don't. This drives a higher demand for knowledgeable and competent data professionals. By sequentially working through the
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- PDF + ePub + Mobi 116 pkt
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116.10 zł
129.00 zł (-10%) -
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Python is a free and powerful tool used for quantitative finance and is a popular choice amongst many financial analysts. This book will teach you the basics of quantitative finance, and how they can be implemented by making use of the various Python libraries and modules.This book introduces you to the basic concepts and operations related to Pyth
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- PDF + ePub + Mobi 134 pkt
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134.10 zł
149.00 zł (-10%) -
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QlikView is a BI platform for end-to-end business analytics. This hands-on guide will help you to implement QlikView, load different types of data into it, and model it effectively. You'll also write scripts for handling complex data transformations and organize QlikView projects in a way that's most productive for all stakeholders.
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Frank Kane’s Taming Big Data with Apache Spark and Python is your companion to learning Apache Spark in a hands-on manner. Frank will start you off by teaching you how to set up Spark on a single system or on a cluster, and you’ll soon move on to analyzing large data sets using Spark RDD, and developing and running effective Spark jo
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107.10 zł
119.00 zł (-10%) -
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This book teaches six specific steps needed to implement predictive analytics using R. It also teaches how team collaboration is critical and how it increases the chances of implementing a successful model. The book uses cases from healthcare, marketing, and government to build practical skills. Big Data is also covered, in this book, which will ex
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- PDF + ePub + Mobi 134 pkt
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134.10 zł
149.00 zł (-10%) -
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Pandas is a popular Python package used for practical, real world data analysis. It provides efficient fast, high-performance data structures that makes data exploration and analysis very easy. This learner's guide will help you through a comprehensive set of features provided by the pandas library to perform efficient data manipulation and analysi
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- PDF + ePub + Mobi 134 pkt
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134.10 zł
149.00 zł (-10%) -
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Elasticsearch is a Lucene-based search and analytics engine for distributed search and analytics. This book will be your hands-on guide as you explore and put to use the features of Elasticsearch 5.x.
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- PDF + ePub + Mobi 134 pkt
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134.10 zł
149.00 zł (-10%) -
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SAP Analytics Cloud (formerly known as SAP BusinessObjects Cloud) is a cloud-based BI platform being delivered under SaaS terms. It is a business intelligence, planning, and predictive cloud-based application, which helps users blend data from different sources, create compelling data visualization, run ad hoc reporting, and more.
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152.10 zł
169.00 zł (-10%) -
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Master key Java machine learning libraries and their applications with the help of real-world case studies. Explore advanced machine learning techniques such as anomaly detection, stream learning, active learning, semi-supervised learning, probabilistic graph modeling, text mining, deep learning, and big data batch and stream machine learning.
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152.10 zł
169.00 zł (-10%) -
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Machine learning for OpenCV begins by introducing you to the essential concepts of statistical learning, such as classification and regression. Once all the basics are covered, you will start exploring various algorithms such as decision trees, support vector machines, and Bayesian networks, and learn how to combine them with other OpenCV functiona
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- PDF + ePub + Mobi 134 pkt
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134.10 zł
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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 b
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116.10 zł
129.00 zł (-10%) -
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This book will teach you all it takes to perform complex statistical computations required for Machine Learning. You will gain information on statistics behind supervised learning, unsupervised learning, reinforcement learning, and more. Understand the real-world examples that discuss the statistical side of Machine Learning and familiarize yoursel
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- PDF + ePub + Mobi 134 pkt
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134.10 zł
149.00 zł (-10%) -
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Machine learning explores the study and construction of algorithms that can learn from, and make predictions on, data. This book will act as an entry point for anyone who wants to make a career in the field of Machine Learning. A few famous algorithms that are covered in this book are Linear regression, Logistic Regression, SVM, Naïve Bayes,
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134.10 zł
149.00 zł (-10%) -
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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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116.10 zł
129.00 zł (-10%) -
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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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116.10 zł
129.00 zł (-10%) -
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Over the last few years, Scala has been adopted increasingly, especially in the field of data science and analytics, along with Apache Spark, which is built on Scala and is widely used in the field of analytics. With this book, you’ll learn how to leverage the power of both Scala and Spark to make sense of big data.
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- PDF + ePub + Mobi 179 pkt
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179.10 zł
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Apache Spark is an in-memory cluster-based parallel processing system that provides a wide range of functionality like graph processing, machine learning, stream processing and more. This book will familiarize you with the newest features in Apache Spark 2.x, and take you through an exciting journey of complex Big Data processing, analytics, stream
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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Apache Spark is the buzzword in the big data industry right now, especially with the increasing need for real-time streaming and data processing. While Spark is built on Scala, the Spark Java API exposes all the Spark features available in the Scala version for Java developers. This book will show you how you can implement various functionalities o
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- PDF + ePub + Mobi 134 pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł (-10%) -
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Social Media platforms such as Facebook, Twitter, Forums, Pinterest, and YouTube have become part of everyday life in a big way. However, these complex and noisy data streams pose a potent challenge to everyone when it comes to harnessing them properly and benefiting from them. This book will introduce you to the concept of social media analytics,
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- PDF + ePub + Mobi 134 pkt
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134.10 zł
149.00 zł (-10%) -
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This book will help you take your first steps in the world of data science. It will empower you to conduct data analysis and perform efficient machine learning using Python. You will gain value from your data using the various data mining and data analysis techniques in Python, and develop efficient predictive models to predict future results. You
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- PDF + ePub + Mobi 107 pkt
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107.10 zł
119.00 zł (-10%) -
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With deep learning going mainstream, making sense of data and getting accurate results using deep networks is possible. Dan Van Boxel is your guide to exploring the possibilities with deep learning; he will enable you to understand data like never before. With the efficiency and simplicity of TensorFlow, you will be able to process your data and ga
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98.10 zł
109.00 zł (-10%) -
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Natural Language Processing is a field of computational linguistics and artificial intelligence that deals with human-computer interaction. The numbers of human-computer interaction instances are increasing so it’s becoming imperative that computers comprehend all major natural languages. Python's powerful tools and libraries are evolved so
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This book will start with the basic statistical analysis on big data using java and would then build on other topics on analytics like classification, regression, clustering and ensembling. It would also cover advanced topics of recommendation engines, massive graph analytics, real time analytics and deep learning.
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This book covers a complete overview of Deep Learning with Theano, a Python-based library that makes optimizing numerical expressions easy.Practical code examples address supervised, unsupervised, generative and reinforcement learning for image recognition, natural language processing, or game strategy, with best performing nets and principles.
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Deep Learning is the next big thing. It is a part of machine learning. Its favorable results in application with huge and complex data is remarkable. This book will help you to get through the problems that you face during the execution of different tasks and understand hacks in deep learning, neural networks, and advanced machine learning techniqu
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Informatica PowerCenter Version 10 is one of the most popular enterprise data warehousing tools. From the developer’s perspective, this book covers everything you need to implement an end-to-end Informatica project, starting with working on various sources and targets such as files and databases. This book covers all the transformations in v
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Microsoft's launch of SQL Server on Linux has made SQL Server a truly versatile platform across different operating systems and data-types, both on-premise and on-cloud.You will start by understanding how SQL Server can be installed on supported and unsupported Linux distributions.With the help of this book you will be able to setup SQL Server on L
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With real-world examples and clear explanations, this book will ensure you will have a thorough mastery Apache Storm.You’ll get an understanding of deploying Storm on clusters. Introduce yourself to topics such as trident topology, monitoring, Storm Parallelism, scheduler and log processing. Learn how to integrate Storm with other well-known
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R offers a free and open source environment that is perfect for both learning and deploying predictive modeling solutions in the real world. With its constantly growing community and plethora of packages, R offers the functionality to deal with a truly vast array of problems. Updated with revamped examples and to the latest version of R, this book
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Apache Kafka is a popular distributed streaming platform which acts as a messaging queue or an enterprise messaging system. This book is a comprehensive guide on designing and architecting enterprise-grade streaming applications using Apache Kafka and other Big Data tools. Once you grasp the basics, we will take you through the more advance concept
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R is the go-to tool for statistics and data mining while Tableau offers an interface to filter data, plug and play with rich visualizations to describe insights from your data. When combined these two tools makes it easier to harness interesting patterns and communicate stories. This book covers various analytical techniques like prediction, classi
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MATLAB is the language of choice for many researchers and mathematics experts for machine learning. This book will build a foundation for machine learning using MATLAB for beginners. It will also help you learn regression, clustering, classification, predictive analytics, artificial neural networks, and more with MATLAB.
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Big data analytics are driving innovations in scientific research, digital marketing, policymaking and much more. Matplotlib offers simple but powerful plotting interface, versatile plot types and robust customizations, which help resolve the complexity in Big data visualization. “Matplotlib 2.x By Example” illustrates the methods and
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Statistical Analysis involves collecting and examining data to describe the nature of data that needs to be analyzed. It helps you explore the relation of data and build models to make better decisions. You will begin with a brief understanding of the nature of data and end with modern and advanced statistical models like CART. Every step is taken
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The purpose of machine learning is to build systems that learn from data. With the meteoric rise of machine learning, developers are now keen on finding out how can they make their Spark applications smarter. The book commences by defining machine learning primitives by the MLlib and H2O libraries. You will learn how to use Binary classification to
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In the past year, Apache Spark has been increasingly adopted for development of distributed applications. Spark SQL APIs provides an optimized interface that helps developers build such applications quickly and easily. However, designing web-scale production applications using Spark SQL APIs can be a complex task. Understanding the design and imple
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Pentaho 8 Reporting, a suite of Open Source tools, allows you to create pixel-perfect reports of your data in PDF, Excel, HTML, Text, Rich-Text-File, XML, and CSV. These computer generated reports easily refine data from various sources into a human-readable form. It helps to transform all your data into meaningful information, tailored to your aud
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Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the aim of discovering useful information. Java is one of the most popular languages to perform your data analysis tasks.This book will show you the fundamentals of data analysis tasks using Java - ranging from data retrieval to complex analysis. You will lear
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This second edition of Python Machine Learning by Sebastian Raschka is for developers and data scientists looking for a practical approach to machine learning and deep learning. In this updated edition, you’ll explore the machine learning process using Python and the latest open source technologies, including scikit-learn and TensorFlow 1.x.
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Data analytics with R has emerged as a very important focus for organizations of all kinds. R enables even those with only an intuitive grasp of the underlying concepts, without a deep mathematical background, to unleash powerful and detailed examinations of their data. This book empowers you by showing you ways to use R to generate professional an
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SPSS Statistics is a software package used for logical batched and non-batched statistical analysis. Analytical tools such as SPSS can readily provide even a novice user with an overwhelming amount of information and a broad range of options for analyzing patterns in the data. This book will have a comprehensive coverage of IBM’s premier sta
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Data Analysis with IBM SPSS Statistics. Implementing data modeling, descriptive statistics and ANOVA
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Machine learning aims to extract knowledge from data, relying on fundamental concepts in computer science, statistics, probability, and optimization. This book begins with a quick overview of setting up the necessary IDEs to facilitate the execution of code examples that will be covered in various chapters. It also highlights some key issues develo
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Scala is becoming the language of choice for software engineers and data scientists who analyze large data sets. This trend has been reinforced by the wide acceptance of Scala based frameworks such as Apache Spark and Kafka. As a functional language, Scala is particularly suited for extracting knowledge through supervised, unsupervised or reinforce
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The mission of this book is to turn readers into productive, innovative data analysts who leverage Go to build robust and valuable applications. To this end, the book clearly introduces the technical aspects of building predictive models in Go, but it also helps the reader understand how machine learning workflows are being applied in real world sc
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Do you have a colleague who always seems to be organized, finishes tasks on time, meets every deadline, and that too with a smile on their face? If you ever wanted to become that IT developer/ manager/administrator who is not just a perfect employee, but also has brilliant balance and composure over their emotional intelligence, then this book is f
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The book helps you learn neural networks and implement them in R. It covers real-world use cases that will help you better understand their concepts. A basic understanding of R and mathematics is required.
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Power BI is a business intelligence and analytics services by Microsoft designed to provide visual and interactive insights into data. With the help of technical examples, this book will help you explore Power BI tools and features and demonstrate the use of end-to-end solutions that integrate them to get more out of Power BI.
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Practical Time Series Analysis will introduce you to the basic concepts of time series analysis and describe powerful yet simple techniques in Python which data scientists and data engineers would find useful in dealing with real life datasets in industrial settings. This book focuses on explaining important concepts and practical techniques to pro
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Real-time data processing involves continuous input, processing and output of data, with the condition that the time required for processing is as short as possible. This book covers the majority of the existing and evolving open source technology stack for real-time processing and analytics. You will get to know about all the real-time solution as
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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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Developing a successful business intelligence solution takes more than just the knowledge of Qlik Sense. With Business Analytics becoming popular, it’s now becoming imperative for a Qlik Developer to scale up to the next level. This book will you with the right implementations needed for your organization to scale to new levels.
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With increase in complexity of data relationships, graph databases are quickly becoming the de-facto standard for organizations who manage large volumes of connected data. This book aims at getting you started with the popular graph database Neo4j along with covering key concepts like modelling transitions, searches, traversals, relationships and p
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Jupyter Notebook is a web-based environment that enables interactive computing in notebook documents. It allows you to create documents that contain live code, equations and visualizations. This book will be a comprehensive guide to getting started with data science using the popular Jupyter notebook. It will show you how to leverage the capabiltie
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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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Microsoft has revamped its Project Oxford to launch the all new Cognitive Services platform-a set of 30 APIs to add speech, vision, language, and knowledge capabilities to apps. This book will introduce you to 24 of the APIs released as part of Cognitive Services platform and show you how to leverage their capabilities. More importantly, you'll see
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The R language is a powerful open source functional programming language. At its core, R is a statistical language that provides impressive tools to analyze data and create high-level graphics.This book covers the basics of R by setting up a user-friendly programming environment and programming ETL in R. Data exploration examples are provided that
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ArcGIS Server is the leading software for developing both web and mobile GIS applications. The ArcGIS API for JavaScript is the preferred way of developing your custom applications for ArcGIS Server since it can be used for both web and mobile application development. It's easy to use and doesn't require the use of a browser plugin. This practical
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MongoDB is a high-performance and feature-rich NoSQL database that forms the backbone of the systems that power many different organizations. Packed with many features that have become essential for many different types of software professional and incredibly easy to use, this cookbook contains more than 100 recipes to address the everyday challeng
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Most of us have heard about the term Machine Learning, but surprisingly the frequently asked question by developers across the globe is “How do I get started in Machine Learning?”. One reason could be attributed to the vastness of the subject area because of which people often get overwhelmed by the abstractness and of ML and the term
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Deep Learning is a rapidly evolving field of Machine Learning science which gives machines the ability to learn from information. This book contains detailed recipes to tackle with the common and not so common problems while dealing with deep learning algorithms and models in Python.You will benefit from this book by finding technical solutions to
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If you’re aware of the buzz surrounding the terms such as machine learning, artificial intelligence or deep learning, you might know what neural networks are. TensorFlow is a popular framework which can be used to implement efficient neural networks and deep learning models. This book will show you how to leverage the power of TensorFlow to
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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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MongoDB has gone from being a niche database to the king of NoSQL databases in a short time and this is no small feat. Mastering MongoDB will help you gain proficiency in developing apps using MongoDB. This book covers a range of topics such as CRUD operations, Indexing, aggregation, monitoring, sharding, cluster operations, and more. If you are a
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R offers a large variety of packages and libraries for fast and accurate data analysis and visualization. As a result, it is one of the most popularly used languages by data scientists and analysts, or anyone who wants to perform data analysis. In this book, we show you just how to do that - with the help of practical implementations of real-world
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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 withi
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R is an open source language for data analysis and graphics. Its popularity has soared in recent years because of its powerful capabilities when it comes to turning different kinds of data into intuitive visualization solutions. An updated, revamped version of our R Data Visualization Cookbook, this book contains practical, easy to follow recipes y
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SAS provides innovative data management, analytics, and business intelligence software and services which helps their customers to make better decisions faster. SAS is the world leader in analytics and recognized as one of the top business skills to learn to advance one's career. This book provides the reader with hands-on examples of using SAS f
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This book will empower you to produce and present impressive analyses from data, by selecting and implementing the appropriate data mining techniques in R. Explore a data mining crime case, where you will be requested to help resolving a real fraud case affecting a commercial company, by the mean of both basic and advanced data mining techniques.
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The visionaries who created ROS developed a framework for robotics centered on commonality of robotics system to simplify the process of building robots. From the fundamental concepts to advanced practical experience, ROS Robotics By Example, Second Edition will provide you with an incremental knowledge of the ROS framework, the backbone of the ro
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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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