SAS Predictive Modeling : Fun with Regression & Time Series

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Online

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Description

  • Type

    Course

  • Methodology

    Online

  • Start date

    Different dates available

SAS Predictive Modeling - Series - 2: Linear Regression, Logistic Regression and Time SeriesThis course is a path of a SAS predictive modeling. This program emphasis on deep understanding of hypothesis testing using use case. You will learn a variety of statistical test with applied predictive analytics approaches using the most popular software SAS as well as strategies to know how to apply the appropriate one to your specific data and question. Participants will discover trained and best practices from the experiences of academic and industry experts. This program will help you to build a robust data science skills. This will cover the following topics:Build a regression model
Check Auto correlation & Multi collinearity
Stepwise Regression process
Logistic Regression
Confusion Matrix
Time Series Forecasting
ARIMA modeling

Facilities

Location

Start date

Online

Start date

Different dates availableEnrolment now open

About this course

Linear Regression, Multiple Regression
Logistic Regression
Time Series forecasting
Hands On Exercises using SAS
ARIMA Modelling
Live case studies on regression, logistic regression, time series forecasting, building ARIMA model

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Reviews

This centre's achievements

2021

All courses are up to date

The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 4 years

Subjects

  • Forecasting

Course programme

INTRODUCTION 3 lectures 04:34 Introduction Meet the instructor Course Preview INTRODUCTION 3 lectures 04:34 Introduction Meet the instructor Course Preview Introduction Introduction Introduction Introduction Meet the instructor Meet the instructor Meet the instructor Meet the instructor Course Preview Course Preview Course Preview Course Preview Linear Regression 3 lectures 26:05 Concept of Linear Regression Assumptions of Linear Regression Model Concept of Multicolinearity & Autocorelation Linear Regression 3 lectures 26:05 Concept of Linear Regression Assumptions of Linear Regression Model Concept of Multicolinearity & Autocorelation Concept of Linear Regression Concept of Linear Regression Concept of Linear Regression Concept of Linear Regression Assumptions of Linear Regression Model Assumptions of Linear Regression Model Assumptions of Linear Regression Model Assumptions of Linear Regression Model Concept of Multicolinearity & Autocorelation Concept of Multicolinearity & Autocorelation Concept of Multicolinearity & Autocorelation Concept of Multicolinearity & Autocorelation Linear Regression Practical 5 lectures 38:25 Case study discussion and Data set discussion of Linear Regression Linear Regression Practical Session - Part - 1 Linear Regression Practical Session - Part - 2 Linear Regression Practical Session - Part - 3 Linear Regression Practical Session - Part - 4 Linear Regression Practical 5 lectures 38:25 Case study discussion and Data set discussion of Linear Regression Linear Regression Practical Session - Part - 1 Linear Regression Practical Session - Part - 2 Linear Regression Practical Session - Part - 3 Linear Regression Practical Session - Part - 4 Case study discussion and Data set discussion of Linear Regression Case study discussion and Data set discussion of Linear Regression Case study discussion and Data set discussion of Linear Regression Case study discussion and Data set discussion of Linear Regression Linear Regression Practical Session - Part - 1 Linear Regression Practical Session - Part - 1 Linear Regression Practical Session - Part - 1 Linear Regression Practical Session - Part - 1 Linear Regression Practical Session - Part - 2 Linear Regression Practical Session - Part - 2 Linear Regression Practical Session - Part - 2 Linear Regression Practical Session - Part - 2 Linear Regression Practical Session - Part - 3 Linear Regression Practical Session - Part - 3 Linear Regression Practical Session - Part - 3 Linear Regression Practical Session - Part - 3 Linear Regression Practical Session - Part - 4 Linear Regression Practical Session - Part - 4 Linear Regression Practical Session - Part - 4 Linear Regression Practical Session - Part - 4 Logistic Regression 2 lectures 19:19 Concept of Logistic Regression Concept of ODDS & ODDS Ratio Logistic Regression 2 lectures 19:19 Concept of Logistic Regression Concept of ODDS & ODDS Ratio Concept of Logistic Regression Concept of Logistic Regression Concept of Logistic Regression Concept of Logistic Regression Concept of ODDS & ODDS Ratio Concept of ODDS & ODDS Ratio Concept of ODDS & ODDS Ratio Concept of ODDS & ODDS Ratio Logistic Regression Practical Session 5 lectures 46:04 Case study discussion and Data set descriptions of Logistic Regression Logistic Regression Practical Session -1 Logistic Regression Practical Session- 2 Logistic Regression Practical Session -3 Logistic Regression Practical Session - 4 Logistic Regression Practical Session 5 lectures 46:04 Case study discussion and Data set descriptions of Logistic Regression Logistic Regression Practical Session -1 Logistic Regression Practical Session- 2 Logistic Regression Practical Session -3 Logistic Regression Practical Session - 4 Case study discussion and Data set descriptions of Logistic Regression Case study discussion and Data set descriptions of Logistic Regression Case study discussion and Data set descriptions of Logistic Regression Case study discussion and Data set descriptions of Logistic Regression Logistic Regression Practical Session -1 Logistic Regression Practical Session -1 Logistic Regression Practical Session -1 Logistic Regression Practical Session -1 Logistic Regression Practical Session- 2 Logistic Regression Practical Session- 2 Logistic Regression Practical Session- 2 Logistic Regression Practical Session- 2 Logistic Regression Practical Session -3 Logistic Regression Practical Session -3 Logistic Regression Practical Session -3 Logistic Regression Practical Session -3 Logistic Regression Practical Session - 4 Logistic Regression Practical Session - 4 Logistic Regression Practical Session - 4 Logistic Regression Practical Session - 4 Time Series Forecasting 2 lectures 22:41 Components of Time Series ARIMA Modelling Time Series Forecasting 2 lectures 22:41 Components of Time Series ARIMA Modelling Components of Time Series Components of Time Series Components of Time Series Components of Time Series ARIMA Modelling ARIMA Modelling ARIMA Modelling ARIMA Modelling Time Series Forecasting Practical 3 lectures 22:24 Case study discussion and Data set discussion of Time Series Time Series Forecasting Practical Session - 1 Time Series Forecasting Practical Session - 2 Time Series Forecasting Practical

Additional information

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SAS Predictive Modeling : Fun with Regression & Time Series

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