Wydawnictwo Packt Publishing - ebooki
Tytuły książek wydawnictwa: Packt Publishing
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Data exploration and visualization is vital to Business Intelligence, the backbone of almost every enterprise or organization. Redash is a querying and visualization tool developed to simplify how marketing and business development departments are exposed to data. If you want to learn to create interactive dashboards with Redash, explore different-
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(80,91 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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IBM Watson Projects demonstrate projects focused on cognitive computing & analytical capabilities of IBM Watson. You will explore designing smart business solutions and understand the effectiveness of a supply chain using projects including healthcare dialog system, sentimental analysis on social media, personalized recommendation systems and more.
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(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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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 net
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(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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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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(80,91 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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Puppet is a configuration management system and a language, written for and by system administrators to manage a large number of systems efficiently and prevent configuration drifts. This book will address core challenges of using Puppet Enterprise at mastery level and covering the latest features in-depth with a relevance to real-world scenarios.
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(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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The age of AI brings the next transformation in modern UI, where human beings have credible and meaningful conversations with computers and modern appliances such as Alexa. Build cutting-edge AI voicebots and chatbots without needing deep technical knowledge, and learn key design aspects to make AI bots successful and convincing to humans. Industry
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(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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MicroStrategy is an enterprise business intelligence application. It turns data into reports for making and executing key organization decisions. This book shows you how to implement Business Intelligence (BI) with MicroStrategy. It takes you from set up and configuring MicroStrategy to security and administration.
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(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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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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(80,91 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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Python Data Science Essentials, Third Edition provides modern insight in setting up and performing data science operations effectively using the latest python tools and libraries. It builds faster governance on the most essential tasks such as data munging and pre-processing, along with all the techniques you require.
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(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Tableau is one of the leading data visualization tools and regularly adds new functionalities to the product. This book will help you understand these new features with clear examples, and is also an excellent beginner's guide to start using Tableau in the most efficient way.
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(134,10 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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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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(80,91 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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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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(80,91 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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This book will help you become familiar with HMMs and different inference algorithms by working on real-world problems. You will start with an introduction to the basic concepts of Markov chains, Markov processes and then delve deeper into understanding hidden Markov models and its types using practical examples.
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98.10 zł
109.00 zł(-10%) -
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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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98.10 zł
109.00 zł(-10%) -
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This book will help you build real-world decentralized blockchain applications highlighting the principles of peer-to-peer systems, smart contracts, interoperability, privacy and more. You will be aware of the process flow and the growing company needs so you can incorporate and scale them in your own enterprise
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(89,91 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Become a Python Data Analyst book introduces you to the mainstream libraries of Python’s Data Science stack. With proven examples and real-world datasets, this book teaches how to effectively perform data manipulation, visualize and analyze data patterns and brings you to the ladder of advanced topics like Predictive Analytics.
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(67,49 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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SQL Server started to fully support data science only with its last two editions. If you are a professional from both worlds, SQL Server and data science, and interested in using SQL Server and Machine Learning Services for their projects, then this is the ideal book for you.
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(29,90 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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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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(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book will give you a wide understanding of the principles that underpin layouts in Shiny applications. You will learn about styling using different methods, like bits of HTML added to a vanilla Shiny application, and HTML interfaces. You will also learn about dashboards, navigation bars, and interfaces in Shiny applications.
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(67,49 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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The purpose of this book is two-fold, we focus on detailed coverage of deep learning and transfer learning, comparing and contrasting the two with easy-to-follow concepts and examples. The second area of focus is on real-world examples and research problems using TensorFlow, Keras and Python ecosystem with hands-on examples.
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(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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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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(67,49 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Python is an object-oriented, scripting language that is used in wide range of categories. In software engineering, a design pattern is a recommended solution to a software design problem. Although not new, design patterns remain one of the hottest topics in software engineering and they come as a ready reference for software developers to solve th
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(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 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 Machine Learning. It covers algorithms like Linear regression, Logistic Regression, SVM, Naïve Bayes, K-Means, Random Forest, and Feature engineeri
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(134,10 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Pentaho Data Integration(PDI) is an intuitive and graphical environment packed with drag-and-drop design and powerful Extract-Transform-Load (ETL) capabilities. Given its power and flexibility, first attempts to use the Pentaho Data Integration tool can be difficult or confusing. This book is the ideal solution to that problem.
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80.91 zł
89.90 zł(-10%) -
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This book applies the core principles and ideas of Blockchain in your existing applications. You will understand the key areas of Blockchain architecture along with the challenges faced with an easy-to-follow guide. You will not only be able to solve current and future problems around Blockchain but also build efficient decentralized applications.
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98.10 zł
109.00 zł(-10%) -
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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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(67,49 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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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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(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Machine learning and analytics have been widely utilized across the healthcare sector of late. This book will bridge the gap between practicing doctors and you as a data scientist. You will learn how to work with healthcare data and gain better insight from this data to improve healthcare outcomes.
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(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Mastering Kibana 6.x provides a rundown explanation required for data visualization and analysis such as X-Pack features, Beats, and machine learning. You will be expert in creating analytics-driven visualizations from a web application. You will be a maestro in creating custom monitoring dashboard using Beats with various examples
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(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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This book demonstrates AI projects in Python covering modern techniques that make up the world of Artificial Intelligence. You will come across a variety of real-world projects on classifying data, text processing techniques, deep learning and neural networks
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(67,49 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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The future of user interfaces is moving away from touch based and mouse clicking web interfaces to voice and conversational based user interfaces. This book will take you on a journey from getting started with voice apps to building your very own smart assistants which not only understand voice commands but respond to them.
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(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Microsoft Power BI is a cloud-based service that helps you easily visualize and share insights from your organization's data. This book will get you started with Business Intelligence using the Power BI tool, covering essential concepts like installation, building basic dashboards and visualizations to make your data come to life.
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(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book introduces you to the concept of ensemble learning and demonstrates how different machine learning algorithms can be combined to build efficient machine learning models. Use R to implement the popular trilogy of ensemble techniques, i.e. bagging, random forest and boosting, to build faster and more accurate machine learning models.
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(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Facebook's fastText library handles text representation and classification, used for Natural Language Processing (NLP). Most organizations have to deal with enormous amounts of text data on a daily basis, and efficient data insights requires powerful NLP tools like fastText. This book is your ideal introduction to fastText.
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(80,91 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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Ethereum enables the development of efficient, smart contracts that contain code. These smart contracts interact with other smart contracts to make decisions, store data, and send Ether to others. This book begins with an introduction to Ethereum and then a detailed step-by-step process required to building advanced Ethereum Projects.
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Ethereum Projects for Beginners. Build blockchain-based cryptocurrencies, smart contracts, and DApps
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71.91 zł
79.90 zł(-10%) -
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This book teaches you to leverage deep learning models in performing various NLP tasks along with showcasing the best practices in dealing with the NLP challenges. The book equips you with practical knowledge to implement deep learning in your linguistic applications using NLTk and Python's popular deep learning library, TensorFlow.
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(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Apache Spark Deep Learning Cookbook presents useful tips and tricks to overcome any problem related to building efficient distributed deep learning applications on Apache Spark. With the help of this book, you will leverage powerful deep learning libraries such as TensorFlow to develop your models and ensure their optimum performance.
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(134,10 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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In this book, you will explore two important Python packages used by Data Analysts, NumPy & pandas. You will dive into different concepts such as reading, sorting, grouping of data, and also learn how to work with different data formats for your data analysis projects.
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(80,91 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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You will build full-fledged, deep learning applications with Java and different open-source libraries. Master numerical computing, deep learning, and the latest Java programming features to carry out complex advanced tasks. This book is filled with best practices/tips after every project to help you optimize your deep learning models with ease.
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134.10 zł
149.00 zł(-10%) -
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Discover how you can perform your own modern text analysis, to make predictions, create inferences, and gain insights about the data around you today. Learn how to harness the powerful Python ecosystem and tools such as spaCy and Gensim to perform natural language processing, and computational linguistics algorithms.
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107.10 zł
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This cookbook presents recipes on leveraging the power of Python and putting it to use in the Apache Spark ecosystem. By the end of this book, you will be able to solve any problem associated with building effective, data-intensive applications and performing machine learning and structured streaming using PySpark.
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107.10 zł
119.00 zł(-10%) -
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Despite the growing investment in cybersecurity, modern attackers manage to bypass advanced security systems. Blockchain and Hyperledger architecture provide a safer way of avoiding such attacks. This book will help you build blockchain-based apps for DDoS protection, PKI-based identity platform, Two-factor authentication and DNS Security platform.
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125.10 zł
139.00 zł(-10%) -
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Reinforcement learning is a self-evolving type of machine learning that takes us closer to achieving true artificial intelligence. This easy-to-follow guide explains everything from scratch using rich examples written in Python.
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98.10 zł
109.00 zł(-10%) -
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The primary responsibility of any Big Data architect is to design an end-to-end Big Data solution that integrates data from different sources and analyzes it to find hidden business insights. This book will show you how to do just that, by leveraging the popular tools within the Hadoop ecosystem to process, analyze and visualize your data
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152.10 zł
169.00 zł(-10%) -
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This book is a developer-oriented introduction to deep reinforcement learning (RL). Explore RL concepts and discover how you can solve complex and challenging problems using deep learning. Apply deep RL methods to train your agent to beat arcade games and board games and navigate real-world environments, including the stock market.
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125.10 zł
139.00 zł(-10%) -
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With concrete exercises and examples this book will help you to understand how to deploy a Hyperledger Fabric network. It then proceeds to explain the steps in developing a full fledged decentralized application. You will not only learn how to plan, design and create private networks but also evolve the network as per organizational needs.
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134.10 zł
149.00 zł(-10%) -
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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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80.91 zł
89.90 zł(-10%) -
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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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(35,91 zł najniższa cena z 30 dni)
40.41 zł
44.90 zł(-10%) -
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Apache Hadoop is the most popular platform for big data processing to build powerful analytics solutions. This book shows you how to do just that, with the help of practical examples. You will be well-versed with the analytical capabilities of Hadoop ecosystem with Apache Spark and Apache Flink to perform big data analytics by the end of this book.
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107.10 zł
119.00 zł(-10%) -
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Hands-On Data Science with Anaconda gets you started with Anaconda and demonstrates how you can use it to perform data science operations in the real world. You will learn different ways to retrieve data from various sources and different visualization tools packages available in Python, R, and Julia.
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98.10 zł
109.00 zł(-10%) -
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Implementing Oracle API Platform Cloud Service moves from theory to practice using the newest Oracle API management platform. This critical new platform for Oracle developers allows you to interface the complex array of services your clients expect in the modern world.
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134.10 zł
149.00 zł(-10%) -
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Google Cloud AI enables you to consume Artificial Intelligence within your applications, from a REST API. Text, video and speech analysis are among the powerful machine learning features that can be used. This book is the easiest way to get started with the Google Cloud AI services suite and open up the world of smarter applications.
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80.91 zł
89.90 zł(-10%) -
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SAS is the ground-breaking tool for advanced, predictive, and statistical analytics. Right from refining your data using power of SAS analytics, you will be able to exploit the capabilities of high-powered package to create accurate financial models. You can easily assess the pros and cons of models to suit unique business needs.
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107.10 zł
119.00 zł(-10%) -
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This book demonstrates various machine learning techniques and their implementation in JavaScript. Build models to power your applications with smart, predictive features. From predicting future prices, analyzing sentiments to medical diagnosis, this book shows you how to use the power of JavaScript to build efficient machine learning systems.
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125.10 zł
139.00 zł(-10%) -
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This book demonstrates the power of Splunk 7.x to offer you quick solutions and strategies to bring efficient operational intelligence in your organization. Implement a wide range of tasks in recipe format to perform operations on machine data. Learn to achieve intelligent data-driven way using machine learning capabilities to explore complex data.
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152.10 zł
169.00 zł(-10%) -
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This book is your guide to quickly get to grips with the most widely used machine learning algorithms. As a data science professional, this book will help you design and train better machine learning models to solve a variety of complex problems, and make the machine learn your requirements.
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125.10 zł
139.00 zł(-10%) -
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Create smart systems to extract intelligent insights for decision making. You will learn about widely used Artificial Intelligence techniques for carrying out solutions in a production-ready environment. You'll explore advanced topics such as clustering, symbolic and sub-symbolic information representation, and many more.
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(116,10 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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In this book, you will learn how to create powerful machine learning based applications for a wide variety of problems leveraging different data services from the Google Cloud Platform. Finally, you will know the main difficulties that you may encounter and get appropriate strategies to overcome these difficulties and build efficient systems.
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125.10 zł
139.00 zł(-10%) -
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Jupyter has garnered a strong interest in the data science community of late, as it makes common data processing and analysis tasks much simpler. This book is for data science professionals who want to master various tasks related to Jupyter to create efficient, easy-to-share applications related to data analysis and visualization.
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107.10 zł
119.00 zł(-10%) -
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PostgreSQL is increasingly utilized in all kind of applications, starting from desktop to web and mobile applications. In this book, you will find the best ways to design, monitor and maintain your PostgreSQL solution, with suggestions and tips for high performance, troubleshooting and high availability.
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125.10 zł
139.00 zł(-10%) -
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This book helps machine learning professionals in developing AutoML systems that can be utilized to build ML solutions. This book covers the necessary foundations and shows the most practical ways possible to get to speed with regards to creating AutoML modules.
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107.10 zł
119.00 zł(-10%) -
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Solidity is a new contract-oriented programming language popular for creating smart contracts and distributed applications. Writing smart contracts targeting Ethereum and other blockchain platforms is an emerging skill. This book will enable you to write robust, secure, object-oriented contracts that extend blockchain with business functionality.
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98.10 zł
109.00 zł(-10%) -
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This book will deep-dive into the concept of analytics on the cloud with the design and business considerations. You will build an end-to-end analytics engine to perform smart analytics using machine learning and deep learning concepts. From ingestion to processing your data, this book contains the best practices using Google Cloud Platform.
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107.10 zł
119.00 zł(-10%) -
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This book presents unique techniques to conquer different Big Data processing and analytics challenges using Hadoop. Practical examples are provided to boost your understanding of Big Data concepts and their implementation. By the end of the book, you will have all the knowledge and skills you need to become a true Big Data expert.
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(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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This book will help you implement Splunk 7's new services and will show you how to utilize them to quickly and efficiently process machine-generated big data. You will explore Splunk Cloud and the Machine Learning Toolkit and use them with ease throughout your organization. By the end of the book, you will have learned to implement these services i
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(134,10 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This book will help you understand the fundamentals of seven of the most popular NoSQL databases. You will see how the functionalities of each of them differ, while still giving you the same result - a database solution with speed, high performance, and accuracy.
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(89,91 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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This book is your guide to master deep learning with TensorFlow, with the help of 10 real-world projects. You will train high-performance models in TensorFlow to generate captions for images automatically, predict stocks' performance, create intelligent chatbots, perform large-scale text classification, develop recommendation systems, and more.
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107.10 zł
119.00 zł(-10%) -
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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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107.10 zł
119.00 zł(-10%) -
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This book is your one-stop guide to mastering Qlik Sense, catering for all your organizational BI needs. You'll see how you can seamlessly navigate through tons of organizational data from multiple sources and create smart visualizations that meet your unique business needs.
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Predictive analytics discovers hidden patterns from structured and unstructured data for automated decision making in business intelligence. Predictive decisions are becoming a huge trend worldwide, catering to wide industry sectors by predicting which decisions are more likely to give maximum results. TensorFlow, Google’s brainchild, is imm
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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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Deep Learning is a subset of Machine Learning and has gained a lot of popularity recently. This book introduces you to the fundamentals of deep learning in a hands-on manner. You will use Tensorflow to train different types of neural networks for tasks related to computer vision, language processing, and other real-world problems.
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With integrated R Services within SQL Server 2017, developers and data scientists can now benefit from the integrated, effective, efficient and more streamlined analytics environment. In this book, you will understand how to leverage the capabilities of R Services in SQL Server 2017. This short yet effective guide will help you get familiar with SQ
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SQL Server 2017 Machine Learning Services with R. Data exploration, modeling, and advanced analytics
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Have your web applications been experiencing more hits and less conversions? Are bad designs consuming your time and money?This book is the answer to these problems. With intuitive case studies, you’ will learn to simplify, fix, and enhance some common, real-world application designs. You will look at common issues of simplicity, navigation,
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Ethereum is a public, blockchain-based distributed computing platform featuring smart contract functionality. In this book, you’ll learn about Ethereum and Smart Contracts, and we cover the Ethereum virtual machine (EVM) in detail. Then, you’ll get acquainted with DApps and DAOs and they how work. At the end of this book, we discuss B
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R is a popular programming language used by statisticians and mathematicians for statistical analysis, and is popularly used for deep learning. This book demonstrates end-to-end implementations of five real-world projects on popular topics in deep learning such as handwritten digit recognition, traffic light detection, fraud detection, text generat
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Apache Solr is the only standalone enterprise search server with a REST-like application interface. It is highly scalable, providing distributed search, index replication, and it powers the search and navigation features of many of the world's largest internet sites. This book will take you through complex problems with solutions along with varied
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MySQL is one of the most popular and widely used relational databases in the world today. The recently released version 8.0 brings along some major advancements in the way your MySQL solution can be administered. This book starts with a brief introduction to the newly introduced features in MySQL 8, followed by quickly jumping onto the crucial task
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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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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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Build systems that leverage the benefits of the cloud faster than ever before with cloud-native development. This book focuses on patterns for building highly scalable cloud-native systems. You will learn how the combination of cloud, reactive principles, devops, and automation enable teams to continuously deliver innovation with confidence.
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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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Scala is one of the widely used programming language in the world when it comes to handle large amount of data. With the rise of machine learning, data scientists and machine learning experts do prefer scala as a language in order to handle and scale efficient machine learning applications. You will be acquainted with the popular deep/machine learn
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Regression analysis is a statistical process which enables prediction of relationships between variables. This book will give you a rundown explaining what regression analysis is, explaining you the process from scratch. Each chapter starts with explaining the theoretical concepts and once the reader gets comfortable with the theory, we move to the
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PostgreSQL is an open source database used for handling large datasets (big data) and as a JSON document database. This book highlights the newly introduced features in PostgreSQL 10, and shows you how you can build better PostgreSQL applications, and administer your PostgreSQL database more efficiently.
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IPython Interactive Computing and Visualization Cookbook, Second Edition shows you how to analyze and visualize data in the Jupyter Notebook. It will help you become an expert in high-performance computing and visualization for data analysis and scientific modeling.
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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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MySQL is one of the most popular and widely used relational databases in the World today. This book contains everything you need to know to be the go-to person in your organization when it comes to MySQL. Starting with a quick installation and configuration of your MySQL 8 instance, the book contains recipes that give you hands-on experience in dev
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Deep learning has shown its power in several application areas of Artificial Intelligence, especially in Computer Vision, the science of manipulating and processing images. In this book, you will learn different techniques in deep learning to accomplish tasks related to object classification, object detection, image segmentation, captioning, image
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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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Qlik Sense is powerful and creative visual analytics software that allows users to discover data, explore it, and dig out meaningful insights in order to make a profit and make decisions for your business. This course begins by introducing you to the features and functions of the most modern edition of Qlik Sense so you get to grips with the applic
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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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Alteryx, as a leading data blending and advanced data analytics platform, has taken self-service data analytics to the next level. This book will set you on a self-service data analytics journey that will help you create efficient workflows using Alteryx, without any coding involved. It will empower you and your organization to take well-informed d
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This book walks you through four projects to learn using Blender for 3D Printing, giving you all the information that you need to know to create high-quality 3D printed objects.
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This book will give you a fundamental understanding of what the stack is all about, and how to use it efficiently to build powerful real-time data processing applications. It provide in-depth coverage of the different components of the Elastic Stack, and how to use them all together.
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Apache Kafka is an open source stream processing platform to handle real-time data feeds. This book is a highly practical guide to help you understand the fundamentals as well as the advanced applications of Apache Kafka as an enterprise messaging service.It begins with configuring the basic Kafka APIs, and then shows you how to set up Kafka cluste
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R is a high-level statistical language and is widely used among statisticians and data miners to develop analytical applications. Based on the version 3.4, this book will help you develop strong fundamentals when working with R by taking you through a series of full representative examples, giving you a holistic view of R.
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Google BigQuery is a popular cloud data warehouse for large-scale data analytics. This book will serve as a comprehensive guide to mastering BigQuery, and how you can utilize it to quickly and efficiently get useful insights from your Big Data.You will begin with getting a quick overview of the Google Cloud Platform and the various services it supp
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Learning Google BigQuery. A beginner's guide to mining massive datasets through interactive analysis
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This book will give you all the information you need to become an expert database administrator, and master the administrative aspects of SQL Server 2017. From setting up and configuring your SQL Server instance to fine-tuning your database, this extensive guide will teach you the nitty-gritty of SQL Server 2017 administration.
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Deep Neural Networks (DNNs) have achieved a lot of success in the field of computer vision, speech recognition, and natural language processing. In this book, you will learn how to efficiently use TensorFlow, Google's open source framework for deep learning, and implement different deep learning networks with easy to follow independent recipes.
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Pentaho Data Integration (PDI) has an intuitive design environment with powerful ETL capabilities. However, getting started with the tool can be difficult. This book provides the necessary guidance needed to overcome this, bringing together all the new features of Pentaho 8 Data Integration for quick, actionable insights from your data.
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When Reactive Programming is used with a new and powerful programming language such as Kotlin, it gives programmers the power to make great apps very easily, with non-blocking code. Learn Reactive Programming with Kotlin won't just make your apps competitive, it'll make them market-leaders.
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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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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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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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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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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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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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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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Statistics is an absolute must prerequisite for any task in the area of data science. This is also the most feared hindrance for developers to entering in the data science field. This book will start off with simple statistics and then move on to statistical methods that are used in data science algorithms. The R programs for the statistical comput
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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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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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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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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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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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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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Explore pandas, the powerful Python library for data analysis and manipulation by working on real-world datasets. Get to grips with the fundamentals and learn to use pandas to clean messy data, independently analyze groups within your data, make powerful time-series calculations, and create beautiful visualizations during exploratory data analysis.
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