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Predictive Modeling Training

Learn predictive modeling, creating a model, testing model, validating model, artificial intelligence and much more

Price : $10.00 $99.00
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15-Days

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lifetime

2

Hours

In this course, you will learn about the Predictive modeling which is the process of creating, testing and validating a model. It defines the statistics about how to predict the outcomes. Predictive modeling also has different methods like machine learning, artificial intelligence, and many other methods.

 

This model is made up of a number of predictors which are likely to impact the upcoming results. Predictive modeling is most frequently applied in information technology. The course includes the following key topics.


 

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  • Introduction
    • What is Predictive Modelling
    • Predictive Modelling
    • How to Build A Predicitive Model
  • Variables
    • Types of Variables
    • Difference Between Variables
    • Other Types – Extraneous Variables
  • Steps Included
    • How to Build A Predicitive Model Steps
    • Algorithims
    • Forecasting Methods
    • What is Time Series
  • Smoothing Methods
    • Smoothing Methods – Moving Averages
    • Smoothing Methods – Double Exponential Smoothing
  • Regression Algorithms
    • Regression Algorithms – Exponential
  • Clustering Algorithms
    • Clustering Algorithms – Definition
    • Clustering Algorithms – Fuzzy C Means Clustering
  • Neural Network Algorithm
    • Neural Network Algorithm
  • Support Vector Machines
    • Support Vector Machines


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