{"product_id":"data-forecasting-and-segmentation-using-microsoft-excel-perform-data-grouping-linear-predictions-and-time-series-machine-learning-statistics-withou-9781803247731","title":"Data Forecasting and Segmentation Using Microsoft Excel: Perform data grouping, linear predictions, and time series machine learning statistics withou","description":"\u003cp\u003e\u003cstrong\u003ePerform time series forecasts, linear prediction, and data segmentation with no-code Excel machine learning\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eSegment data, regression predictions, and time series forecasts without writing any code\u003c\/li\u003e\n\u003cli\u003eGroup multiple variables with K-means using Excel plugin without programming\u003c\/li\u003e\n\u003cli\u003eBuild, validate, and predict with a multiple linear regression model and time series forecasts\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eData Forecasting and Segmentation Using Microsoft Excel guides you through basic statistics to test whether your data can be used to perform regression predictions and time series forecasts. The exercises covered in this book use real-life data from Kaggle, such as demand for seasonal air tickets and credit card fraud detection.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eYou'll learn how to apply the grouping K-means algorithm, which helps you find segments of your data that are impossible to see with other analyses, such as business intelligence (BI) and pivot analysis. By analyzing groups returned by K-means, you'll be able to detect outliers that could indicate possible fraud or a bad function in network packets.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this Microsoft Excel book, you'll be able to use the classification algorithm to group data with different variables. You'll also be able to train linear and time series models to perform predictions and forecasts based on past data.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand why machine learning is important for classifying data segmentation\u003c\/li\u003e\n\u003cli\u003eFocus on basic statistics tests for regression variable dependency\u003c\/li\u003e\n\u003cli\u003eTest time series autocorrelation to build a useful forecast\u003c\/li\u003e\n\u003cli\u003eUse Excel add-ins to run K-means without programming\u003c\/li\u003e\n\u003cli\u003eAnalyze segment outliers for possible data anomalies and fraud\u003c\/li\u003e\n\u003cli\u003eBuild, train, and validate multiple regression models and time series forecasts\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for data and business analysts as well as data science professionals. MIS, finance, and auditing professionals working with MS Excel will also find this book beneficial.\u003cbr\u003e\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":50653870752018,"sku":"9781803247731","price":43.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_13e6ce1f-6804-4de2-b9b7-a7b62dacd385.jpg?v=1733366988","url":"https:\/\/surprise-castle.myshopify.com\/products\/data-forecasting-and-segmentation-using-microsoft-excel-perform-data-grouping-linear-predictions-and-time-series-machine-learning-statistics-withou-9781803247731","provider":"Surprise Castle","version":"1.0","type":"link"}