Big Data - ebooki
Ebooki z kategorii: Big Data dostępne w księgarni Helion
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Data in its raw state is rarely ready for productive analysis. This book not only teaches you data preparation, but also what questions you should ask of your data. It focuses on the thought processes necessary for successful data cleaning as much as on concise and precise code examples that express these thoughts.-
- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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This book covers all aspects of VB that will help you to jump into real-world projects quickly and work independently. You'll work with various end-to-end examples to help you reduce your R&D time during VB projects, and learn about the drag-and-drop approach to enable you to build an app in a day.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Tell your story and show it with data, using free and easy-to-learn tools on the web. This introductory book teaches you how to design interactive charts and customized maps for your website, beginning with simple drag-and-drop tools such as Google Sheets, Datawrapper, and Tableau Public. You'll also gradually learn how to edit open source code tem
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- ePub + Mobi pkt
(186,15 zł najniższa cena z 30 dni)
194.65 zł
229.00 zł(-15%) -
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Discover the flexibility of the PyTorch library for implementing new algorithms in a scalable and efficient way with this expert guide. This book will show you how to process data with deep learning methodologies using PyTorch 1.x and cover advanced topics such as GANs, Deep RL, and NLP using advanced deep learning techniques.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
152.10 zł
169.00 zł(-10%) -
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Managing Microsoft Teams: MS-700 Exam Guide offers complete, up-to-date coverage of the exam course content to help you pass with confidence. With this book, you will learn the steps of how to plan for a Microsoft Teams deployment within a business environment and manage Teams administrative functions on a day-to-day basis.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
206.10 zł
229.00 zł(-10%) -
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Data pipelines are the foundation for success in data analytics. Moving data from numerous diverse sources and transforming it to provide context is the difference between having data and actually gaining value from it. This pocket reference defines data pipelines and explains how they work in today's modern data stack.You'll learn common considera
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- ePub + Mobi pkt
(80,73 zł najniższa cena z 30 dni)
80.73 zł
94.99 zł(-15%) -
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This book takes a practical approach to Python data analysis, showing you how to use Python libraries such as pandas, NumPy, SciPy, and scikit-learn to analyze a variety of data. You’ll also get up to speed with everything from data manipulation to visualization systematically.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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The book shows you how to view data from multiple perspectives, including data frame and column attributes. You will cover common and not-so-common challenges that are faced while cleaning messy data for complex situations. You will learn to manipulate data and get them down to a form that can be useful for making the right decisions.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This certification guide offers complete, up-to-date coverage of the PL-200 exam so you can prepare effectively. The book covers topics such as configuring Dataverse, creating Power Apps, managing processes with Power Automate, implementing chatbots, and even integrating Power Platform with other apps.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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A comprehensive guide for seasoned business leaders who struggle with where and how to exploit the economics of data and analytics to gain true value from data, accelerate company operations through AI, and guide their digital transformation.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
89.91 zł
99.90 zł(-10%) -
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This book is a comprehensive introduction for those who are new to scalable and optimized TensorFlow for production. You will learn how to deliver enterprise-grade support for your existing and newly built AI applications. You will address the various needs of AI-enabled organizations to manage and scale machine learning workloads in production.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Workplace is Moodle's latest offering for organizations. This book is a comprehensive introduction to Moodle's new LMS. Complete with detailed descriptions, various diagrams, and real-work examples, this easy-to-follow guide will teach you everything you need to know when being responsible for a Moodle Workplace system.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Starting with an easy introduction to KNIME Analytics Platform, this book will take you through the key features of the platform and cover the advanced and latest deep learning concepts in neural networks. In each chapter, you’ll solve real-world case studies based on deep learning networks to spark your creativity for new projects.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This book is a recipe-based guide for developers interested in programming quantum computers with IBM Quantum® Experience and Qiskit®. You'll learn all the concepts and components of Qiskit that you need for programming quantum computers, from visualizing circuits and gates with Qiskit Terra and simulating realistic noise profiles wit
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Przewodnik po szybkim przetwarzaniu danych na wyniki. Przekształć swoje umiejętności, dane i swój biznes i twórz własne rozwiązania BI, używając programu, który już znasz i lubisz: Microsoft Excel. Dwaj eksperci w dziedzinie business intelligence (BI) wprowadzą Czytelnika w świat funkcjonalności PowerPivot, skupiając się na rze
(67,98 zł najniższa cena z 30 dni)
88.83 zł
98.70 zł(-10%) -
Książka pozwala opanować techniki modelowania i analizy danych, umożliwiające przekształcanie danych w końcowe wnioski. Od ponad 10 lat Wayne Winston uczy klientów korporacyjnych i studentów MBA najbardziej efektywnych sposobów wykorzystywania programu Excel do pomocy w rozwiązywaniu problemów biznesowych i podejmowaniu
(63,91 zł najniższa cena z 30 dni)
83.16 zł
92.40 zł(-10%) -
Buduj elastyczne i dobrze reagujące rozwiązania analizy biznesowej (BI) Analizuj dane tabelaryczne za pomocą semantycznego modelu BI (BISM) w usługach SQL Server 2012 Analysis Services i odkrywaj prostszy sposób tworzenia rozwiązań BI na poziomie biznesowym. Pod kierunkiem ekspertów z dziedziny BI naucz się, jak budować, wdrażać i prz
(63,91 zł najniższa cena z 30 dni)
83.16 zł
92.40 zł(-10%) -
Whether you're a beginner just learning how to create data visualizations or a Jedi who's already used Tableau for years, this cookbook has a recipe for everyone. Author Lorna Brown provides more than 100 practical recipes to enhance the way you build Tableau dashboards--and helps you understand your data through the power of Tableau Desktop's inte
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- ePub + Mobi pkt
(220,15 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Microsoft Power BI Quick Start Guide, Second Edition gets you up to speed with Power BI quickly, enabling you to derive actionable insights from your data using the data visualization capabilities of Microsoft Power BI within a short span of time.
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- PDF + ePub + Mobi pkt
(242,10 zł najniższa cena z 30 dni)
251.10 zł
279.00 zł(-10%) -
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This book provides you with a step-by-step introduction to quantum computing using the IBM Quantum Experience platform. You will learn how to build quantum programs on your own, discover early use cases in your business, and help to get you or your company equipped with quantum computing skills.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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This book is for beginners who are looking for a strong foundation to build deep learning models from scratch. You will test your understanding of the concepts and measure your progress at the end of each chapter. You will have a firm understanding of deep learning and will be able to identify which algorithms are appropriate for different tasks.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Data-driven insights are a key competitive advantage for any industry today, but deriving insights from raw data can still take days or weeks. Most organizations can’t scale data science teams fast enough to keep up with the growing amounts of data to transform. What’s the answer? Self-service data.With this practical book, data enginee
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- ePub + Mobi pkt
(186,15 zł najniższa cena z 30 dni)
194.65 zł
229.00 zł(-15%) -
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What value does semantic data modeling offer? As an information architect or data science professional, let’s say you have an abundance of the right data and the technology to extract business gold—but you still fail. The reason? Bad data semantics.In this practical and comprehensive field guide, author Panos Alexopoulos takes you on an
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- ePub + Mobi pkt
(245,65 zł najniższa cena z 30 dni)
254.15 zł
299.00 zł(-15%) -
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This book teaches you the different techniques and methodologies associated while implementing deep learning solutions in self-driving cars. You will use real-world examples to implement various neural network architectures to develop your own autonomous and automated vehicle using the Python environment.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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For self-service data preparation, Tableau Prep is relatively easy to use—as long as you know how to clean and organize your datasets. Carl Allchin, from The Information Lab in London, gets you up to speed on Tableau Prep through a series of practical lessons that include methods for preparing, cleaning, automating, organizing, and outputting
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- ePub + Mobi pkt
(186,15 zł najniższa cena z 30 dni)
194.65 zł
229.00 zł(-15%) -
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With The Deep Learning Workshop, you’ll learn about essential deep learning concepts, such as image recognition, text embedding, and neural networks, all so that you can build your own smart machine learning models. You'll be able to learn at your own pace with the help of interesting activities and hands-on exercises that will keep you hook
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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The Applied TensorFlow and Keras Workshop provides you with a blueprint to build an application that generates predictions using a deep learning model. You’ll learn to apply techniques to improve the model: add more data and features, change its architecture, or create a new model by changing the core components to meet your own requirements
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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Data is the new oil, but it’s often in a crude form. To perform anything meaningful, such as data modeling, data visualization, or predictive analysis, you first need to wrangle with and refine data. The Data Wrangling Workshop equips you with the knowledge you need to get up and running with data wrangling in no time.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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The Data Analysis Workshop is a comprehensive guide that shows you how to analyze your data and gain insights into your business. Starting with the basics of data analysis, including data visualization and exploratory data analysis, this book takes you through the complete spectrum of techniques, such as time series analysis and categorical data an
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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The Data Visualization Workshop will help you get started with data visualization, giving you the confidence to choose the best visualization technique to suit your needs. Fun activities and exercises featured throughout the book will keep you engaged as you build interactive visualizations with real data.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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With The Computer Vision Workshop, you’ll explore the basic and advanced techniques in video and image processing using OpenCV and Python. It is filled with real-world exercises and activities that will make the learning process easy and enjoyable.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
215.10 zł
239.00 zł(-10%) -
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With this hands-on, self-paced guide, you'll explore crucial deep learning topics and discover the structure and syntax of PyTorch. Challenging activities and interactive exercises will keep you motivated and encourage you to build intelligent applications effectively.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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The Applied Data Science Workshop explores the key elements and interesting applications of data science techniques with the help of practical examples and interactive exercises. Following a hands-on approach, it allows you the freedom of analyzing data in the Jupyter Notebook effectively using many diverse open-source Python libraries.??
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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The book will take you on a journey through the evolution of data analysis explaining each step in the process in a very simple and easy to understand manner. You will learn how to use various Python libraries to work with data. Learn how to sift through the many different types of data, clean it, and analyze it to gain useful insights.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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While several market-leading companies have successfully transformed their business models by following data- and AI-driven paths, the vast majority have yet to reap the benefits. How can your business and analytics units gain a competitive advantage by capturing the full potential of this predictive revolution? This practical guide presents a batt
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- ePub + Mobi pkt
(220,15 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Building and testing machine learning models requires access to large and diverse data. But where can you find usable datasets without running into privacy issues? This practical book introduces techniques for generating synthetic data—fake data generated from real data—so you can perform secondary analysis to do research, understand cu
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- ePub + Mobi pkt
(186,15 zł najniższa cena z 30 dni)
194.65 zł
229.00 zł(-15%) -
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This book will help you successfully implement deep learning in Python to create smart web applications from scratch. You will learn how deep learning can transform a simple web app into a smart, business-friendly product. You will also develop neural networks using open-source libraries and also integrate them with different web stack front-ends.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Deep learning enables efficient and accurate learning from data. Developers working with R will be able to put their knowledge to work with this practical guide to deep learning. The book provides a hands-on approach to implementation and associated methodologies that will have you up-and-running, and productive in no time.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
98.10 zł
109.00 zł(-10%) -
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Level up with Tableau to build eye-catching, easy-to-interpret data visualizations. In this follow-up guide to Practical Tableau, author Ryan Sleeper takes you through a collection of unique tips and tutorials for using this popular software. Beginning to advanced Tableau users will learn how to go beyond Show Me to make better charts and learn doz
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- ePub + Mobi pkt
(220,15 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Deep learning is rapidly becoming the most popular topic in the industry. This book introduces trending deep learning concepts and their use cases with an industrial and application-focused approach. You will cover a range of projects covering tasks such as mobile vision, facial recognition, smart AI assistant, augmented reality, and more.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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A first-hand look into how quantum computing and Blockchain together are redefining industries, including fintech, healthcare, and research. Through a series of interviews with domain experts, Arun also explores the potential of these technologies to transform national and global governance and policies.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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This book provides practical knowledge about the main pillars of EDA including data cleaning, data preparation, data exploration, and data visualization. You can leverage the power of Python to understand, summarize and investigate your data in the best way possible. The book presents a unique approach to exploring hidden features in your data.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Graph data closes the gap between the way humans and computers view the world. While computers rely on static rows and columns of data, people navigate and reason about life through relationships. This practical guide demonstrates how graph data brings these two approaches together. By working with concepts from graph theory, database schema, distr
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- ePub + Mobi pkt
(220,15 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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The Applied SQL Data Analytics Workshop is the ideal companion on your journey to extracting information from raw business data. Whether it's importing data, analyzing complex data types, or optimizing your queries, this book equips you with the skills you need to build your knowledge in data analysis with SQL.
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- PDF + ePub + Mobi pkt
(125,10 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This book will help you get through the problems that you face during the execution of different tasks and understand hacks in deep learning. With unique recipes, you will implement various deep learning architectures using R 3.5.x. You will cover complex algorithms to perform tasks such as reinforcement learning, GANs, advanced neural networks and
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Cut through the noise and get real results with a step-by-step approach to data science
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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The AI revolution is here and it is embracing games. Game developers are being challenged to enlist cutting edge AI as part of their games. In this book, you will look at the journey of building capable AI using reinforcement learning algorithms and techniques. You will learn to solve complex tasks and build next-generation games using a practical
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Deep Learning with TensorFlow 2 and Keras, Second Edition teaches deep learning techniques alongside TensorFlow (TF) and Keras. The book introduces neural networks with TensorFlow, runs through the main applications, covers two working example apps, and then dives into TF and cloudin production, TF mobile, and using TensorFlow with AutoML.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Tableau Desktop Certified Associate: Exam Guide is a practical book full of exercises and examples that help you master Tableau Desktop and successfully pass the certification with ease. This book includes complete, up-to-date coverage of the exam so you can take them with confidence, fully equipped to pass the first time.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Quantum computing may change everything we know about computing. Dancing with Qubits is a quantum computing textbook that explains how quantum computing works in detail, and discusses the implications it has for computer applications of the future.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
233.10 zł
259.00 zł(-10%) -
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Opanuj techniki modelowania biznesowego i analiz wykorzystujące Microsoft Excel 2019 i przekształć swoje dane w użyteczne wnioski. Wayne Winston, zdobywca wielu nagród akademickich, dzieli się swoim ogromnym doświadczeniem na stronach praktycznego podręcznika. Nowe wydanie obejmuje zagadnienia od PowerQuery po nowe typy danych geografic
(82,83 zł najniższa cena z 30 dni)
107.73 zł
119.70 zł(-10%) -
Bill Jelen (MrExcel) i Michael Alexander, znani specjaliści zajmujący się programem Excel, służą pomocą w przetwarzaniu danych z dowolnych źródeł z wykorzystaniem tabel przestawnych programu Excel 2019. Dzięki tabelom i wykresom przestawnym dostępnym w programie Excel 2019, opracowanie solidnych i dynamicznych raportów jest kwestią ni
(67,98 zł najniższa cena z 30 dni)
88.83 zł
98.70 zł(-10%) -
With this book, you will learn how to integrate data science into your organization and lead data science teams. You will discover the inner workings of data science, explore management techniques for data science projects and get strategies for executing every stage of the project efficiently.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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Salesforce Advanced Administrator Certification Guide is a complete resource that will help you gain the knowledge and master the skills required to earn the advanced administrator credentials. With plenty of questions and answers along with best practices, you will learn all the concepts asked in exams specially designed with this guide.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Deep Learning is a trending topic in AI currently, as it allows you to make faster and more accurate predictions using the power of neural networks. This book will teach you the process of neural network design, and show you how to develop efficient deep learning applications using Deeplearning4j through practical and easy to implement recipes.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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This book will provide knowledge and hands-on practical experience required to build a good understanding of how modern electronic trading markets and market participants operate. You will learn how to design, build and operate all the components required to build a practical and profitable algorithmic trading business using Python.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Extreme C teaches you to use C’s power. You will master preprocessor directives, macros, conditional compilation, pointers, and much more, and gain new insight into algorithm design, functions, and structures. Amini’s book captures his experience as a programmer and scientist, encouraging you to think, question, apply, and experiment
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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This book presents practical solutions to the most common reinforcement learning problems. The recipes in this book will help you understand the fundamental concepts to develop popular RL algorithms. You will gain practical experience in the RL domain using the modern offerings of the PyTorch 1.x library.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Odoo is a comprehensive set of open-source enterprise management applications. With, you will have access to a powerful website builder, integrated e-commerce features, and a fast growing community to help transform and modernize your business. This book will take you the essential features of Odoo and how you can make the best use of them.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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pandas is a popular Python library used by data scientists and analysts worldwide to manipulate and analyze their data. This book presents useful techniques and real-world examples on getting the most out of pandas for expert-level data manipulation, analysis and visualization.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Elasticsearch is one of the most popular tools for distributed search. This book will help you in understanding all about the new features of Elasticsearch 7, and how to use them efficiently for searching, aggregating and indexing data with speed and accuracy.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł(-10%) -
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In the R Bioinformatics Cookbook, you encounter common and not-so-common challenges in the bioinformatics domain and solve them using real-world examples. The book guides you through varied bioinformatics analysis, from raw data to clean results. It shows you how to import, explore and evaluate your data and how to report it.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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AI in AWS covers primarily two broad topics – a) how to leverage readily available AI/ML APIs and b) how to build, train and deploy ML models from scratch, to solve diverse business problems, such as demand forecasting, image classification, topic modeling, speech and text recognition.By the end of the book, you will have learned how to buil
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Since the internet of things is on the rise, and mega-companies like Microsoft have projected to spend around 5 billion for IoT in the coming years, acquired talent in this domain definitely needs to have MQTT knowledge for building IoT projects. This book will help you leverage the power of MQTT to build exciting IoT projects
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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What exactly is a developer advocate, and how do they connect developers and companies around the world? Why is the area of developer relations about to explode? What are the hot topics in areas including Java, JavaScript, “tech for good”, artificial intelligence, blockchain, the cloud, and open source?These are just a few of the ques
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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SAS is one of the leading enterprise tools in the world today when it comes to data management and analysis. It allows for faster, easier processing of data and empowers you to get valuable business insights for effective decision-making. This book will serve as a comprehensive guide you can refer to while preparing for your SAS certification exam.
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- PDF + ePub + Mobi pkt
(29,90 zł najniższa cena z 30 dni)
134.10 zł
149.00 zł(-10%) -
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Hands-on Application Development with PyCharm addresses the modern-age enterprise application development concerns and how to solve them using a variety of features and functionalities available in PyCharm. This book will help you master the art of developing and delivering production-ready and real-world python applications to your clients.
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SQL for Data Analytics teaches everything you need to know to progress from basic SQL to identifying trends and creating compelling narratives with data. With this book, you will be able to look at data with the critical eye of an analytics professional and extract meaningful insights that will improve your business.
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Developers often struggle when first encountering the cloud. Learning about distributed systems, becoming familiar with technologies such as containers and functions, and knowing how to put everything together can be daunting. With this practical guide, you’ll get up to speed on patterns for building cloud native applications and best practic
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The Go ecosystem comprises some really powerful Deep Learning tools. This book shows you how to use these tools to train and deploy scalable Deep Learning models. You will explore a number of modern Neural Network architectures such as CNNs, RNNs, and more. By the end, you will be able to train your own Deep Learning models from scratch, using the
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This book introduces basic-to-advanced deep learning algorithms used in a production environment by AI researchers and principal data scientists; it explains algorithms intuitively, including the underlying math, and shows how to implement them using popular Python-based deep learning libraries such as TensorFlow.
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Web scraping is an essential technique used in many organizations to scrape valuable data from web pages. This book will help you master web scraping techniques and methodologies using Python libraries and other popular tools such as Selenium. By the end of this book, you will have learned how to efficiently scrape different websites.
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This book will provide you an overview of Deep Learning techniques to facilitate the analytics and learning in various IoT apps. We will take you through each process - from data collection, analysis, modeling, statistics, and monitoring. We will make IoT data speak with a set of popular frameworks, like TensorFlow, TensorFlow Lite, and Chainer.
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Perform data analysis with R quickly and efficiently with more than 275 practical recipes in this expanded second edition. The R language provides everything you need to do statistical work, but its structure can be difficult to master. These task-oriented recipes make you productive with R immediately. Solutions range from basic tasks to input and
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This book introduces you to time series analysis and forecasting with R; this is one of the key fields in statistical programming and includes techniques for analyzing data to extract meaningful insights. You will explore methods, such as prediction with time series analysis, and identify the relationship between each data point in the series.
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Hands-On Exploratory Data Analysis with R puts the complete process of exploratory data analysis into a practical demonstration in one nutshell. You will understand the concepts of data analysis right from data ingestion, data cleaning, data manipulation to applying statistical techniques and visualizing hidden patterns.
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This book will help you leverage the power of data analysis and apply it to location and geospatial data to gain interesting insights. It presents useful tools and location intelligence techniques in Python to implement geospatial analytics from scratch.
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This book explains the essential learning algorithms used for deep and shallow architectures. Packed with practical implementations to help you understand the concepts and ideas required to build efficient artificial intelligence systems, this book will help you construct deep models using popular frameworks and datasets.
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This book will give you an in-depth view of the potential of deep learning and neural networks in game development. You will also learn to use neural nets combined with reinforcement learning for new types of game AI.
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This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.
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This book is an essential guide for anyone interested in Reinforcement Learning. The book provides an actionable reference for Reinforcement Learning algorithms and their applications using TensorFlow and Python. It will help readers leverage the power of algorithms such as Deep Q-Network (DQN), Deep Deterministic Policy Gradients (DDPG), and Proxi
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Data Science for Marketing Analytics opens doors to looking at data with a different approach and new tools. Drawing on machine learning and data science concepts, this book broadens the range of tools that you can use to transform the market analysis process.
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Artificial intelligence (AI) is rapidly becoming the most popular topic in business and science. This book introduces AI concepts and their use cases with a hands-on and application-focused approach. We will cover a range of projects covering tasks such as automated reasoning, facial recognition, digital assistants, auto text generation, and more.
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Natural Language Processing Fundamentals starts with basics and goes on to explain various NLP tools and techniques that equip you with all that you need to solve common business problems for processing text.
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With this book, you will learn to execute a series of intermediate to advanced statistical tasks as you walk through each chapter. You will not only get well versed with the traditional statistics but you will also cover the necessary statistics required for machine learning and deep learning concepts.
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TensorFlow is one of the most popular machine learning frameworks in Python. With this book, you will improve your knowledge of some of the latest TensorFlow features and will be able to perform supervised and unsupervised machine learning and also train neural networks.
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This book will be an excellent resource for both Python and R developers and will help them apply data science and machine learning to marketing with real-world data sets. By the end of this book, you will be well equipped with the required knowledge and expertise to draw insights from data and improve your marketing strategies.
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This book is ideal for people wanting to get up-and-running with the core concepts of machine learning using R 3.5. This book follows a step-by-step approach to implementing an end-to-end pipeline, addressing data collection and processing, various types of data analysis, and machine learning use cases.
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In this book, you'll learn to implement some practical and proven techniques to improve aspects of programming and administration in Apache Spark. Techniques are demonstrated using practical examples and best practices. You will also learn how to use Spark and its Python API to create performant analytics with large-scale data.
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Cognitive Toolkit is one of the most popular and recently open sourced deep learning toolkit by Microsoft. Cognitive Toolkit is used to train fast and effective deep learning models. This book will be a quick introduction to using Cognitive Toolkit and will teach you how to train and validate different types of neural networks.
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Starting with the basics, Applied Unsupervised Learning with R explains clustering methods, distribution analysis, data encoders, and all features of R that enable you to understand your data better and get answers to all your business questions.
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Tableau 2019 is the gold standard of business intelligence and visual analytics. It empowers rapid data visualization and advanced analytics with charts, graphs, dashboards, and powerful analytic tools. This book lays a strong foundation of the Tableau paradigm and builds to advanced topics, including Tableau Prep, to make you an expert.
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The book will help you build effective business intelligence dashboards using the latest features of QlikView. You will create different types of visualizations such as bar charts, interactive plots, and more. With this book, you will learn how to gain actionable insights from your data and communicate them across to relevant stakeholders in the be
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Data is the new oil, but it comes crude. To do anything meaningful - modeling, visualization, machine learning, for predictive analysis – you first need to wrestle and wrangle with data. Data Wrangling with Python teaches you the essentials that will get you up and running with data wrangling in no time.
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Unsupervised learning is a key required block in both machine learning and deep learning domains. You will explore how to make your models learn, grow, change, and develop by themselves whenever they are exposed to a new set of data. With this book, you will learn the art of unsupervised learning for different real-world challenges.
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The perfect guide to master your Tableau skills to become a proficient BI expert. You will learn to build advanced dashboards and storytelling to derive key business insights. An all in one resource to get well versed with advanced functionalities of Tableau in business intelligence domain
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This book is an excellent entry-level guide for all aspiring Qlik Sense developers to create applications in Qlik Sense Desktop to obtain daily insights at work. You'll be able to implement what you've learned to overcome in day-to-day stumbling blocks faced in the BI domain.
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In this book, you will learn how to use Chart.js, based on open Web standards, through a series of step-by-step tutorials and simple real-world examples to build interactive and responsive Web-based visualizations for your data. You will learn how to load and parse external data formats like CSV and JSON, and create different types of charts.
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This is a comprehensive guide to understand advanced concepts of Hadoop ecosystem. You will learn how Hadoop works internally, and build solutions to some of real world use cases. Finally, you will have a solid understanding of how components in the Hadoop ecosystem are effectively integrated to implement a fast and reliable Big Data pipeline
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This book is for Python developers to implement various components of end-to-end decentralized applications such as cryptocurrencies, smart contracts, wallet and more. You will use the example-based approach using various libraries from Python ecosystem to build efficient and powerful blockchain applications at work or projects.
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This book uses a recipe-based approach to showcase the power of machine learning algorithms to build ensemble models using Python libraries. Through this book, you will be able to pick up the code, understand in depth how it works, execute and implement it efficiently. This will be a desk reference to implement a wide range of tasks and solve the c
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Deep Learning is a subset of Machine Learning where data sets with several layers of complexity can be processed. This book teaches you the different techniques using which deep learning solutions can be implemented at scale, on Apache Spark. This will help you gain experience of implementing your deep learning models in many real-world use cases.
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Elastic has announced the integration of Prelert machine learning technology within its ecosystem allowing real-time generation of business insights from the Elasticsearch data without it leaving the cluster at all. This book will demonstrate these unique features and teach you to perform machine learning on the Elastic Stack without any hassle.
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Machine learning is a field of AI where we build systems that learn from data. This book explains complicated concepts with real-world applications. It demonstrates the power of R and machine learning extensively while highlighting the constraints. Finally, it will walk you through topics such as text analysis, time series, and deep learning.
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Apache Spark is a ?exible in-memory framework that allows processing of both batch and real-time data. Its unified engine has made it quite popular for big data use cases. This book will help you to quickly get started with Apache Spark 2.0 and write efficient big data applications for a variety of use cases.
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In this book, we will use different complexities of datasets in order to build end-to-end projects. With every chapter, the level of complexity and operations will become advanced. It consists of 8 full-fledged projects covering approaches such as 3D-GAN, Age-cGAN, DCGAN, SRGAN, StackGAN, and CycleGAN with real-world use cases.
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The book will help you get well-versed with different techniques in Artificial Intelligence such as machine learning, deep learning, natural language processing and more to build smart IoT systems. By the end of the book, you will have practical knowledge on how to implement and manipulate text, audio, and speech data within the IoT system.
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Machine learning involves development and training of models used to predict future outcomes. This book is a practical guide to all the tips and tricks related to machine learning. It includes hands-on, easy to access techniques on topics like model selection, performance tuning, training neural networks, time series analysis and a lot more.
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Machine Learning (ML) is transforming the way we understand and interact with the world around us. This book is a perfect guide for you to use the Python ecosystem to cover key domains in the machine learning. You will learn to implement advanced concepts and most used machine learning algorithms using complex datasets and optimized techniques.
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Kibana is the visualization tool of the Elastic Stack, used for visualizing the results of the queries as well the dashboards generated out of the Elasticsearch and Logstash components. This book contains core concepts of Kibana with a straightforward form of chapters so that reader can move forward in a step by step manner.
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Businesses, right from small-sized to large giants are using MySQL to access and manipulate their enterprise database across the world. Advanced MySQL 8 will be your one-stop destination in how to implement and manage large-scale MySQL distributed clusters to run high-volume websites, enterprise systems, and packaged software.
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The science of gathering and extracting information from data-intensive applications bring in the challenge of writing complex libraries and efficient programs using high level languages like Python, R, so on. This book aims to explore the power of Unix-styled scripting tools like awk, bash, grep and package them as highly efficient built-in progra
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Explore recipes for analysis, visualization, and more with the Tableau 2019.x Cookbook. You’ll cover more than 115 recipes, discover best practices, and expert techniques as you progress through the book.
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Web scraping is the process of extracting information from the web using various tools that perform scraping and crawling. Go is emerging as the language of choice for scraping using a variety of libraries. This book will quickly explain to you, how to scrape data data from various websites using Go libraries such as Colly and Goquery.
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Blockchain has the potential to change the world and has become the hottest field in the tech sector now. Blockchain for Business is a comprehensive guide that enables you to fully understand the far-reaching applications beyond Bitcoin and empowers you to make fully-informed decisions.
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The purpose of the book is to help a machine learning practitioner gets hands-on experience in working with real-world data and apply modern machine learning algorithms. You will learn to implement each algorithm to a specific industry problem. It covers projects involving both supervised as well as unsupervised learning approaches.
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Generative Adversarial Networks have opened up many new possibilities in the machine learning domain. This book is all you need to implement different types of GANs using TensorFlow and Keras, in order to provide optimized and efficient deep learning solutions.
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This book will help you build intelligent mobile applications for Android and iOS using machine learning. In the process, you will use popular machine learning toolkits such as TensorFlow Lite, Core ML, ML Kit and Fritz to build and deploy state-of-the-art machine learning models for mobile devices.
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Ripple uses blockchain technology to make international money transfer fast and efficient. Since it drastically reduces cost, it is widely accepted by financial institutions around the world. This book will help you with both theoretical and practical knowledge on how you can use the ripple technology. Since this book takes a hands-on approach, it
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This book demonstrates techniques to leverage the power of Python, OpenCV, and TensorFlow to solve problems in Computer Vision. This book also shows you how to build an application that can estimate human poses within images. You will also classify images and identify humans in videos, and then develop your own handwritten digit classifier.
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