Sales Forecasting with Machine Learning

12 casts | 1:45:15 for the total course

Machine Learning

Description

Course Content:

  • Modeling Trends And Seasonality
  • Additive And Multiplicative Time Series Models
  • Linear Regression Model For Sales Forecasting
  • Preprocessing Data For Regression
  • Building A Linear Regression Model
  • Predicting Values Using The Traine
  • Using Xlstat For Forecastingd Model
  • Building A Logistic Regression Model For Churn Prediction
  • Predicting Churn Probability Using The Trained Model
  • Evaluating Model Accuracy Using A Confusion Matrix
  • 1. 08. Sales Forecasting
    • 08.01.Project Preview | Sales Analytics Excel

      3:11

    • 08.02.Modeling Trends And Seasonality | Sales Analytics Excel

      10:03

    • 08.03.Additive And Multiplicative Time Series Models | Sales Analytics Excel

      9:30

    • 08.04.Linear Regression Model For Sales Forecasting | Sales Analytics Excel

      7:44

    • 08.05.Preprocessing Data For Regression | Sales Analytics Excel

      12:14

    • 08.06.Building A Linear Regression Model | Sales Analytics Excel

      8:28

    • 08.07.Predicting Values Using The Trained Model | Sales Analytics Excel

      8:26

    • 08.08.Using Xlstat For Forecasting | Sales Analytics Excel

      7:57

  • 2. 09. Customer Lifetime Increase
    • 09.01.Project Preview | Sales Analytics Excel

      1:52

    • 09.02.Building A Logistic Regression Model For Churn Prediction | Sales Analytics Excel

      12:17

    • 09.03.Predicting Churn Probability Using The Trained Model | Sales Analytics Excel

      11:05

    • 09.04.Evaluating Model Accuracy Using A Confusion Matrix | Sales Analytics Excel

      12:28

Created By

Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvard’s edX, Business Insider and more. Over 11 years, Mammoth Interactive has built a global student community with 3.3 million

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