9781789345377 - hands-on machine learning with microsoft excel 2019: build complete data analysis flows, from data collection to visualization von rodriguez martino, julio cesar (5 Ergebnisse)
- Softcover
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Softcover. Zustand: As New. This practical guide helps users maximize Excel for data preparation, machine learning model application, and data analysis interpretation. As advancements in technology evolve, many Excel users may feel overshadowed by these innovations. However, a significant portion of machine learning model develo…pment can be accomplished within Excel. The book begins with a clear introduction to machine learning concepts, ensuring accessibility for all readers. It outlines each phase of a machine learning project, including data collection, integration from various sources, model development, and result visualization using Excel's features. Each chapter includes examples and hands-on exercises that demonstrate how to effectively combine Excel functions, add-ins, and connections to databases and cloud services for comprehensive data analysis. Various machine learning models are presented, tailored to different data types. The book concludes with advanced use cases involving Automated Machine Learning and artificial neural networks, showcasing the future of analysis. This resource is ideal for data analysis and machine learning enthusiasts, project managers, and those seeking to perform essential machine learning tasks with minimal coding. A working knowledge of Excel is necessary to fully benefit from the content.
Sprache: Englisch
Verlag: Packt Publishing Limited, United Kingdom, Birmingham, 2019
- Softcover
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Paperback. Zustand: Very Good. A practical guide to getting the most out of Excel, using it for data preparation, applying machine learning models (including cloud services) and understanding the outcome of the data analysis. Key Features Use Microsoft's product Excel to build advanced forecasting models using varied examples Co…ver range of machine learning tasks such as data mining, data analytics, smart visualization, and more Derive data-driven techniques using Excel plugins and APIs without much code required Book DescriptionWe have made huge progress in teaching computers to perform difficult tasks, especially those that are repetitive and time-consuming for humans. Excel users, of all levels, can feel left behind by this innovation wave. The truth is that a large amount of the work needed to develop and use a machine learning model can be done in Excel. The book starts by giving a general introduction to machine learning, making every concept clear and understandable. Then, it shows every step of a machine learning project, from data collection, reading from different data sources, developing models, and visualizing the results using Excel features and offerings. In every chapter, there are several examples and hands-on exercises that will show the reader how to combine Excel functions, add-ins, and connections to databases and to cloud services to reach the desired goal: building a full data analysis flow. Different machine learning models are shown, tailored to the type of data to be analyzed. At the end of the book, the reader is presented with some advanced use cases using Automated Machine Learning, and artificial neural network, which simplifies the analysis task and represents the future of machine learning. What you will learn Use Excel to preview and cleanse datasets Understand correlations between variables and optimize the input to machine learning models Use and evaluate different machine learning models from Excel Understand the use of different visualizations Learn the basic concepts and calculations to understand how artificial neural networks work Learn how to connect Excel to the Microsoft Azure cloud Get beyond proof of concepts and build fully functional data analysis flows Who this book is forThis book is for data analysis, machine learning enthusiasts, project managers, and someone who doesn't want to code much for performing core tasks of machine learning. Each example will help you perform end-to-end smart analytics. Working knowledge of Excel is required. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged.
- Softcover
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Zustand: gut. 2019. Hands-On Machine Learning with Microsoft Excel 2019: Build Complete Data Analysis Flows, from Data Collection to Visualization In englischer Sprache. pages.
