Data Analytics
Showing 205–216 of 273 results
Optimize query performance in Azure SQL
Analyze individual query performance and determine where improvements can be made. Explore performance-related Dynamic Management Objects. Investigate how indexes and database design affect queries.
Organize a Fabric lakehouse using medallion architecture design
Explore the potential of the medallion architecture design in Microsoft Fabric. Organize and transform your data across Bronze, Silver, and Gold layers of a lakehouse for optimized analytics.
Perform analytics in Power BI
You'll learn how to use Power BI to perform data analytical functions, how to identify outliers in your data, how to group data together, and how to bin data for analysis. You'll also learn how to perform time series analysis. Finally, you'll work with advanced analytic features of Power BI, such as Quick Insights, AI Insights, and the Analyze feature.
Performing Modern Statistical Analysis with R
Explore modern statistical analysis techniques using R, focusing on data exploration, modeling, and inference methods for effective data analysis.
Performing Natural Language Processing with R
Explore natural language processing techniques using R, focusing on text analysis, sentiment analysis, and machine learning applications.
Plan and implement a high availability and disaster recovery environment
Data must be available when needed. Configure, test and manage a solution for high availability and disaster recovery using Azure tools and SQL Server tools.
Practical Data Analysis with SQL
Learn how to use SQL to perform fast and efficient data analysis
Predictive Analytics for Business
Learn to predict future outcomes and trends through statistical modeling techniques.
Predictive Data Analysis with Python
Learn predictive data analysis techniques using Python, focusing on forecasting, modeling, and data-driven decision-making strategies.
Prepare data for analysis with Power BI
You'll learn how to use Power Query to extract data from different data sources, choose a storage mode, and connectivity type. You'll also learn to profile, clean, and load data into Power BI before you model your data.
Prepare data for tabular models in Power BI
Designing reports for enterprise scale requires more than just connecting to data. Understanding Power BI model frameworks and strategies for scalability and optimization are key to a successful enterprise implementation. This learning path helps you prepare for the Azure Enterprise Data Analyst Certification.
Prepare to maintain SQL databases on Azure
Explore the role of a database administrator on Azure. Describe SQL Server-based offerings on Azure.