Predictive Analytics on SAP Analytics Cloud
Learn how to build classification, regression, and time series models in SAP SAC. Understand the metrics involved in each model and apply them to test sets. This course is perfect for business managers and analysts using SAP Analytics Cloud, providing specialist knowledge in predictive data analytics. Discover how to transform data sets into valuable insights for better decision-making. Predictive analytics tools can help organizations forecast trends and customer behaviors, optimize portfolios, and increase revenue. Gain the skills to interpret metrics and make predictions using classification, regression, and time series models. Suitable for SAP BI professionals and anyone interested in predictive analytics.
What you’ll learn
- Build Classification models in SAP SAC
- Build Regression models in SAC
- Build Time Series Models in SAC
- Understand the metrics involved in Regression
- Understand the metrics involved in Classification
- Understand the metrics involved in Time Series
- Apply the trained models to Test set
The course widely suits for Business Managers, Business Analysts using SAP Analytics cloud for data driven process, the course focuses on Predictive Data Analytics that provides you with the specialist knowledge and most sought-after skills, you’ll also learn how to transform data sets into useful insights which will help you make better data-driven decisions.
Using the Predictive analytics tools and models, any organization can now use past and current data to reliably forecast trends and customer behaviors into the future.
Using SAP Cloud analytic tools, you will learn how to effectively manipulate, analyse and interpret data to improve business performance.
Predictive Analytics is being used by supply chains management firms, marketing for promotional planning, and to increase revenue and sales by targeting customers who are likely to make a purchase. It is also being employed for the purposes of customer retention and product management for portfolio optimization.
It is capable of exposing more insights on when and why the demand may occur and providing what if analysis and insights that may be used to influence customer demands and needs, Predictive analytics encompasses a variety of statistical techniques involving data mining, predictive modelling, and machine learning, that analyze current and historical data to make predictions about future or otherwise unknown events
At the end of the course you’ll be able to build the following
Classification models
Regression models
Time series models
Interpret the metrics for Classification
Interpret the metrics for Regression
Interpret the metrics for Time Series
Apply the trained Classification,Regression and Time Series models to the unseen dataset to make the predictions
Who this course is for:
- SAP BI Professionals who want to expand their skills in Analytics
- Anyone who is interested in Predictive Analytics
- Business users who want to predict and make decisions
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