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Predictive Analytics on SAP Analytics Cloud by Udemy
Mastering Predictive Analytics with SAP Analytics Cloud
Course Highlights
- 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
Skills you will learn!
Curriculum
1 Topic
Introduction
3 Topics
Introduction to Classifier Example 1
Import the Datasets
Building the Classifier
3 Topics
Understanding the metrics for Classification
Global indicators for Performance
Applying the model to the Cardio Test Dataset
5 Topics
Datasets for Classifier
Importing Datasets to SAC
Training the classifier
Applying the model to the Test Dataset
Assignment 1 : Build Classifier to predict whether given text is Spam or Ham
3 Topics
Introduction to Regression using SAC
Importing Housing Value Datasets
Training the Regressor
2 Topics
Understanding the metrics for Regression
Applying Regressor to the Test Dataset
2 Topics
Introduction to Time Series
Importing the TimeSeries Datasets
2 Topics
Understand the Time Series Dataset using Trends
Training Predictive models on TimeSeries Dataset
3 Topics
Understanding the metrics for Timeseries Dataset
Lets test our understanding on Predictive modelling
Build the predictive scenario for a stock market dataset
Predictive Analytics on SAP Analytics Cloud
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