Automate Excel Sales Analysis and Modeling with AI
Turn your sales data into strategy. Model your business growth with AI.
Created by Team Mammoth
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57 lectures
01
Skill level
All levels
02
Sections
9
03
Lectures
57
04
Instructor
Team Mammoth
What's inside
This course includes.
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9
Sections
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ Introduction 2 lectures
01.01 Course Requirement
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Course Requirements
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+ Measuring Performance with KPIs 6 lectures
02.01.Project Preview
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02.02. Sales Key Performance Indicators (KPIs)
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02.03.Measuring Salesperson Performance Using KPIs
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02.04.Marketing And Financial KPIs
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02.05.Customer-Related KPIs
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Source files
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+ KPI Case Study 6 lectures
03.01.Project Preview
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03.02.Case Study Involving KPIs
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03.03. Joining Data Tables In Excel
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03.04.Cleaning Data Using Filters In Excel
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03.05.Determining Lead Conversion Time
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+ Analyzing Sales Data 4 lectures
04.01. Project Preview
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04.02. Aggregating Data By Regions, Categories, And Time Dimension
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04.03.Evaluating Salesperson Performance
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Source files
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+ Visualizing Sales Data 9 lectures
05.01. Project Preview
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05.02.Creating Charts To Visualize Sales Data
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05.03.Charting Region-Wise Percentage Contribution
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05.04.Charting Category-Wise Average Order Value
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05.05.Analyzing Lead Generation Trends
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05.06.Analyzing Salesperson Performance
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05.07.Building A Sales Dashboard
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05.08. Additional Charts For Sales Modeling
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Source files
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+ Sales Modeling and Prospecting 12 lectures
06.01.Project Preview
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06.02.Building The Whale Model
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06.03.Lead Segmentation Using Decision Trees
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06.04.Excel Preparation For Analysis
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06.05.Case Study On Lead Segmentation
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06.06.Building A Model In Excel
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06.07.Interpreting Results From Tree Nodes
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06.08.Interpreting Results Based On Classification Criteria
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06.09.Drawing Inferences From Model Results
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06.10.Making Predictions Using The Trained Model
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06.11.Advanced Customization Options For Models
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06. Source file
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+ Maximizing Customer Value 4 lectures
07.01.Project Preview
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07.02.Market Basket Analysis For Cross-Selling Opportunities
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07.03.Predicting Values Using The Trained Model
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Source file
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+ Sales Forecasting 9 lectures
08.01.Project Preview
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08.02.Modeling Trends And Seasonality
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08.03.Additive And Multiplicative Time Series Models
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08.04.Linear Regression Model For Sales Forecasting
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08.05.Preprocessing Data For Regression
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08.06.Building A Linear Regression Model
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08.07.Predicting Values Using The Trained Model
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08.08.Using Xlstat For Forecasting
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Source file
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+ Customer Lifetime Increase 5 lectures
09.01.Project Preview
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09.02.Building A Logistic Regression Model For Churn Prediction
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09.03.Predicting Churn Probability Using The Trained Model
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09.04.Evaluating Model Accuracy Using A Confusion Matrix
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Source file
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Description
About this course.
Predict your next quarter. Use AI tools to analyze historical sales data, identify growth trends, and build robust financial models directly in Excel.
• Forecast revenue using AI-assisted regression.
• Segment customers based on purchasing behavior.
• Automate monthly sales reporting.
✔️ Lifetime access
✔️ Source files included
✔️ Human-made HD video and crystal-clear audio
Instructors
Taught by people who ship.
Team Mammoth
Instructor
Produced by a team of Mammoth Club industry experts. Over 14 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.
Ready to start building?
Turn your sales data into strategy. Model your business growth with AI.