Tabular automatically suggests a model from the data schema, allows the enthusiast to edit and refine the model, infers model parameters from data and predicts missing values, and visualizes the results using Excel’s standard features. Tabular helps the data enthusiast model and visualize their data. A basic working knowledge of BI solutions such as Power BI and database querying is required.Tabular is a probabilistic programming language that brings the power of machine learning to data enthusiasts - the large class of spreadsheet users who wish to model and learn from their data, who have some knowledge of probability distributions and data schemas, but who are not necessarily professional developers. This Microsoft SQL Server book is for BI professionals and data analysts who are looking for a practical guide to creating and maintaining tabular and multi-dimensional models using SQL Server 2019 Analysis Services. Explore essential concepts and techniques to scale, manage, and optimize your SSAS solutions.Implement row-level and other data security methods with tabular and multi-dimensional models.Connect and create data visualizations using Excel and Power BI.Create and deploy tabular and multi-dimensional models on SQL 2019. Implement calculated tables and calculation groups (new in version 2019) in DAX.Cover the core aspects involved in MDX, including writing your first query.Determine the best analytical model using SSAS.Finally, you’ll discover practices and tools for securing and maintaining your models once they are deployed.īy the end of this MS SQL Server book, you’ll be able to choose the right model and build and deploy it to support the analytical needs of your business. All this will help you visualize data to gain useful insights and make better decisions. The book comes packed with tips and tricks to build measures, optimize your design, and interact with models using Excel and Power BI. You'll learn when and how to use both tabular and multi-dimensional model types, how to deploy and configure your servers to support them, and design principles that are relevant to each model. Next, you’ll create and deploy a tabular model using Microsoft Visual Studio and Management Studio. You’ll then explore how to create a multi-dimensional model with SSAS and expand on that model with MDX. This book will help you understand MS SQL Server 2019’s new features and improvements, especially when it comes to SSAS.įirst, you’ll cover a quick overview of SQL Server 2019, learn how to choose the right analytical model to use, and understand their key differences. SQL Server Analysis Services (SSAS) continues to be a leading enterprise-scale toolset, enabling customers to deliver data and analytics across large datasets with great performance. Implement Analysis Services to help you make productive business decisions.Learn tabular modeling and multi-dimensional cube design development using real-world examples.Explore tips and tricks to design, develop, and optimize end-to-end data analytics solutions using Microsoft's technologies.Get up to speed with the new features added to Microsoft SQL Server 2019 Analysis Services and create models to support your business Key Features
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