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Build, improve, and optimize time series forecasting models using the advanced forecasting tool

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Create and improve high-quality automated forecasts for time series data that have strong seasonal effects, holidays, and additional regressors using PythonKey FeaturesLearn how to use the open-source forecasting tool Facebook Prophet to improve your forecastsBuild a forecast and run diagnostics to understand forecast qualityFine-tune models to achieve high performance, and report that performance
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Solve challenging data science problems by mastering cutting-edge machine learning techniques in PythonKey Features\[\*\] Resolve complex machine learning problems and explore deep learning\[\*\] Learn to use Python code for implementing a range of machine learning algorithms and techniques\[\*\] A practical tutorial that tackles real-world computing problems through a rigorous and effective
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Hidden Gems of Microsoft Excel

by Ambily ...

Most of us spend 50-60% of time performing data processing using tools like Office. Most of the data processing processes are never audited or optimized. Unfortunately, most of this work is being done in the most inefficient way. Most of us never spend any time to understand the useful features of office tools, which will improve the productivity and reduce the time we spent on repetitive tasks.I ... Read more

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Most of us spend 50-60% of time performing data processing using tools like Office. Most of the data processing processes are never audited or optimized. Unfortunately, most of this work is being done in the most inefficient way. Most of us never spend any time to understand the useful features of office tools, which will improve the productivity and reduce the time we spent on repetitive tasks.I
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Learning PySpark

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by Tomasz Drabas, Denny Lee ...

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with ... Read more

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Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with
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Causal Inference in Python

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How many buyers will an additional dollar of online marketing bring in? Which customers will only buy when given a discount coupon? How do you establish an optimal pricing strategy? The best way to determine how the levers at our disposal affect the business metrics we want to drive is through causal inference.In this book, author Matheus Facure, senior data scientist at Nubank, explains the ... Read more

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Streaming, Sharing, Stealing

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How big data is transforming the creative industries, and how those industries can use lessons from Netflix, Amazon, and Apple to fight back.“[The authors explain] gently yet firmly exactly how the internet threatens established ways and what can and cannot be done about it. Their book should be required for anyone who wishes to believe that nothing much has changed.”—The Wall Street Journal
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No-Code Data Science

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Series series Intelligent Technologies and Robotics (R0)
This book is about methodological aspects of uncertainty propagation in data processing. Uncertainty propagation is an important problem: while computer algorithms efficiently process data related to many aspects of their lives, most of these algorithms implicitly assume that the numbers they process are exact. In reality, these numbers come from measurements, and measurements are never 100% exact ... Read more

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This book is about methodological aspects of uncertainty propagation in data processing. Uncertainty propagation is an important problem: while computer algorithms efficiently process data related to many aspects of their lives, most of these algorithms implicitly assume that the numbers they process are exact. In reality, these numbers come from measurements, and measurements are never 100% exact
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Advances in Machine Intelligence and Computer Science Applications

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Series series Springer Nature Proceedings excluding Computer Science
This book encloses latest and advanced researches on artificial intelligence and its applications in computer science. It is an interesting book that aims to help students, researchers, industrialists, and policymakers understand, promote, and synthesize innovative solutions and think of new ideas with the application of artificial intelligence concepts. It also allows to know the existing ... Read more

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R Data Mining

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Series series Intelligent Technologies and Robotics (R0)
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This textbook introduces major topics that include quantum bits, superposition, entanglement, logic gates, quantum search algorithm, quantum Fourier transform, inverse quantum Fourier transform, Shor’s order-finding algorithm and phase estimation. Everyone can write algorithms and programs in the cloud making using IBM’s quantum computers that support IBM Q Experience which contains the composer,
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Automated Software Testing

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Series series Intelligent Technologies and Robotics (R0)
This book covers both theory and applications in the automation of software testing tools and techniques for various types of software (e.g. object-oriented, aspect-oriented, and web-based software). When software fails, it is most often due to lack of proper and thorough testing, an aspect that is even more acute for object-oriented, aspect-oriented, and web-based software. Further, since it is ... Read more

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Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science

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Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science mainly focuses on the techniques of artificial intelligence (AI), Internet of Things (IoT) and data science for future communications systems.The goal of AI, IoT and data science for future communications systems is to create a venue for industry and academics to collaborate on the development of ... Read more

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Hands-On MySQL Administration

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Geared to intermediate- to advanced-level DBAs and IT professionals looking to enhance their MySQL skills, this guide provides a comprehensive overview on how to manage and optimize MySQL databases. You'll learn how to create databases and implement backup and recovery, security configurations, high availability, scaling techniques, and performance tuning.Using practical techniques, tips, and real ... Read more

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Geared to intermediate- to advanced-level DBAs and IT professionals looking to enhance their MySQL skills, this guide provides a comprehensive overview on how to manage and optimize MySQL databases. You'll learn how to create databases and implement backup and recovery, security configurations, high availability, scaling techniques, and performance tuning.Using practical techniques, tips, and real
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Advanced Information Networking and Applications

Proceedings of the 38th International Conference on Advanced Information Networking and Applications (AINA-2024), Volume 1

Edited by Leonard Barolli ...

Series series Springer Nature Proceedings excluding Computer Science
Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence, and actuations are emerging as a critically ... Read more

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Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence, and actuations are emerging as a critically
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Machine Learning and Deep Learning in Natural Language Processing

Edited by Anitha S. Pillai, Roberto Tedesco ...

Natural Language Processing (NLP) is a sub-field of Artificial Intelligence, linguistics, and computer science and is concerned with the generation, recognition, and understanding of human languages, both written and spoken. NLP systems examine the grammatical structure of sentences as well as the specific meanings of words, and then they utilize algorithms to extract meaning and produce results. ... Read more

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Natural Language Processing (NLP) is a sub-field of Artificial Intelligence, linguistics, and computer science and is concerned with the generation, recognition, and understanding of human languages, both written and spoken. NLP systems examine the grammatical structure of sentences as well as the specific meanings of words, and then they utilize algorithms to extract meaning and produce results.
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Supply Chain Performance Evaluation

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by Farhad Hosseinzadeh Lotfi, Tofigh Allahviranloo, Morteza Shafiee, Hilda Saleh ...

Series series Intelligent Technologies and Robotics (R0)
The authors of this book tried to make these experiences available to those interested, considering the experience of several years of training, research, and implementation of projects in the supply chain performance evaluation field.This book intends to identify the current performance and competitive position of that supply chain compared to other supply chains by presenting and reviewing the ... Read more

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The authors of this book tried to make these experiences available to those interested, considering the experience of several years of training, research, and implementation of projects in the supply chain performance evaluation field.This book intends to identify the current performance and competitive position of that supply chain compared to other supply chains by presenting and reviewing the
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Demystifying AI and ML for Cyber–Threat Intelligence

Edited by Ming Yang, Sachi Nandan Mohanty, Suneeta Satpathy, Shu Hu ...

Series series Intelligent Technologies and Robotics (R0)
This book simplifies complex AI and ML concepts, making them accessible to security analysts, IT professionals, researchers, and decision-makers. Cyber threats have become increasingly sophisticated in the ever-evolving digital landscape, making traditional security measures insufficient to combat modern attacks. Artificial intelligence (AI) and machine learning (ML) have emerged as transformative ... Read more

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This book simplifies complex AI and ML concepts, making them accessible to security analysts, IT professionals, researchers, and decision-makers. Cyber threats have become increasingly sophisticated in the ever-evolving digital landscape, making traditional security measures insufficient to combat modern attacks. Artificial intelligence (AI) and machine learning (ML) have emerged as transformative
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Blockchain and Applications, 7th International Congress

Edited by Rafael Pastor-Vargas, Albano Carrera, Bálint Molnár, Óscar Lage, Javier Prieto, Antoine Nongaillard ...

Series series Springer Nature Proceedings excluding Computer Science
This book constitutes the refereed proceedings of the 7th International Congress on Blockchain and Applications 2025, BLOCKCHAIN’25, held at the University of Lille (France) from June 25 to 27, 2025. Among the scientific community, the advance in next-generation blockchain and distributed ledger technologies (DLT) is seen as a promising combination that will transform the production and ... Read more

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This book constitutes the refereed proceedings of the 7th International Congress on Blockchain and Applications 2025, BLOCKCHAIN’25, held at the University of Lille (France) from June 25 to 27, 2025. Among the scientific community, the advance in next-generation blockchain and distributed ledger technologies (DLT) is seen as a promising combination that will transform the production and
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Emerging Trends in Information Systems and Technologies

WorldCIST 2025 Volume 3

Edited by Alvaro Rocha, Hojjat Adeli, Aneta Poniszewska-Marańda, Fernando Moreira, Isaias Bianchi ...

Series series Springer Nature Proceedings excluding Computer Science
This book comprises a selection of articles from the 13th World Conference on Information Systems and Technologies (WorldCIST’25), held from April 15 to 17, 2025, at the Federal University of Santa Catarina, Florianópolis, Brazil.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences, and the ... Read more

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This book comprises a selection of articles from the 13th World Conference on Information Systems and Technologies (WorldCIST’25), held from April 15 to 17, 2025, at the Federal University of Santa Catarina, Florianópolis, Brazil.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences, and the
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Advances in Quantum Inspired Artificial Intelligence

Techniques and Applications

Edited by Satchidananda Dehuri, Monalisa Jena, Sarat Chandra Nayak, Margarita N. Favorskaya, Smaranda Belciug ...

Series series Intelligent Technologies and Robotics (R0)
This book advances the artificial intelligence techniques by strongly inspired from quantum computing. Quantum computing (QC), rooted in the mysterious principles of quantum mechanics, has fascinated scientists, researchers, and visionaries for a long time. Its potential lies in changing how we compute, moving from classical bits to quantum bits (qubits), and unlocking incredible processing ... Read more

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This book advances the artificial intelligence techniques by strongly inspired from quantum computing. Quantum computing (QC), rooted in the mysterious principles of quantum mechanics, has fascinated scientists, researchers, and visionaries for a long time. Its potential lies in changing how we compute, moving from classical bits to quantum bits (qubits), and unlocking incredible processing
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Genderrepraesentation in der russischen Sprache heute: Zwischen Ideologie und Sprachpraxis

by Daria Almeskirchen ...

Series Book 47 - Studies on Language and Culture in Central and Eastern Europe
Diese Arbeit untersucht, wie Gender in der russischen Sprache repräsentiert wird – und wie sprachliche Normen dabei gesellschaftliche Vorstellungen prägen und widerspiegeln. Ausgehend von der Beobachtung, dass Sprache keine neutrale Größe ist, wird der Zusammenhang zwischen Genderrollen, Sprachgebrauch und gesellschaftlicher Normbildung analysiert. Im Fokus stehen sowohl feministische ... Read more

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Diese Arbeit untersucht, wie Gender in der russischen Sprache repräsentiert wird – und wie sprachliche Normen dabei gesellschaftliche Vorstellungen prägen und widerspiegeln. Ausgehend von der Beobachtung, dass Sprache keine neutrale Größe ist, wird der Zusammenhang zwischen Genderrollen, Sprachgebrauch und gesellschaftlicher Normbildung analysiert. Im Fokus stehen sowohl feministische
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Aprendendo Java

by Jideon F Marques ...

Se você é novo em Java — ou iniciante em programação — este livro best-seller irá guiá-lo através dos recursos de linguagem e APIs do Java 11. Com exemplos divertidos, atraentes e realistas, O livro apresentará os fundamentos do Java — incluindo suas bibliotecas de classes, técnicas de programação e idiomas — com o objetivo de criar aplicativos reais. Você aprenderá novas maneiras poderosas de ... Read more

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Recommended For You

Data Processing eBooks

Forecasting Time Series Data with Facebook Prophet

Advanced Machine Learning with Python

Hidden Gems of Microsoft Excel

Learning PySpark

Causal Inference in Python

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Queer Data Studies

No-Code Data Science

From Intervals to –?

Advances in Machine Intelligence and Computer Science Applications

R Data Mining

Fundamentals of Quantum Programming in IBM's Quantum Computers

Automated Software Testing

Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science

Hands-On MySQL Administration

Advanced Information Networking and Applications

Machine Learning and Deep Learning in Natural Language Processing

Supply Chain Performance Evaluation

Demystifying AI and ML for Cyber–Threat Intelligence

Blockchain and Applications, 7th International Congress

Emerging Trends in Information Systems and Technologies

Advances in Quantum Inspired Artificial Intelligence

Genderrepraesentation in der russischen Sprache heute: Zwischen Ideologie und Sprachpraxis

Aprendendo Java