Excel For Business Analytics

Focus: Data cleaning, formatting, summarizing, and visualizing

• Raw Data, Data, Proper Data Sets and Data Terminology

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• Excel Data Analysis Features: Sort, Filter, Pivot Tables

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• Logical Formulas & Conditional Formatting to Visualizing Data

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• Count Transactions by Web Site Report & Chart

  11:51

• Count Transactions by Hour Report & Chart

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• FREQUENCY Array Function for Frequency Distribution & Histogram

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• Data Analysis Add-in for Frequency Distribution & Histogram

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• Why PivotTables Rule for Frequency Distributions & Histogram

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• Quiz

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Focus: Summary statistics, distributions, probability & Excel functions.

• Skew: Shape of Histogram, Shape of Quantitative Data

  3:18

• AVERAGE, MEDIAN, MODE.MULT functions & PivotTable Mode

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• Geometric Mean Average Compounding Rate GEOMEAN RRI Function

  11:32

• Variability: Variance, Standard Deviation, Z-score and more

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• Empirical Rule, Calculating Probability NORM.DIST & NORM.S.DIST

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• Percentiles, Quartiles, 5 Number Summary using Excel Functions

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• Box & Whisker Plot. Chart Example in Excel 2016

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• Quiz

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Focus: Cleaning and transforming large or messy data using Power Query

• Power Query: Import Multiple Text Files & Build Grade Dashboard

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• Clean & Transform Data: Formulas, Flash Fill, Power Query, TTC

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• Power Query: Import Multiple Large CSV Files Into Data Model

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• Excel 2016 Power Query: Data Ribbon Tab, Get and Transform

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• Power Query: Import Multiple Excel Files with 1 Sheet Each

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• Power Query Import Multiple Excel Files with Multiple Sheets

  8:58

• Power Query: Transform Many Bad Data Files into Proper Data Set

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• Power Query: Import & Merge Multiple Sources Access, Text, Excel

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• Power Query to Get Data From Web Site & Import into Excel

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• Power Query to Unpivot Data (Multiple Columns to Single Column)

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• Excel 2016 Data Tab, Get & Transform: Unpivot feature

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• Quiz

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Focus: Large-scale data handling, DAX, data models, and advanced analytics

• PivotTable from 4 Million Records with Power Query & Data Model

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• Import Related Tables: Power Query Merge? Data Model Relationships?

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• Introduction to PowerPivot & Data Modeling

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• Excel 2016: Introduction to PowerPivot & Data Model

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• Comprehensive PowerPivot, Data Model, DAX & Reporting Example

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• Visualizing Data: Table & Chart Guidelines

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• Quiz

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Focus: Predictive modelling, optimization, simulation, and advanced forecasting.

• Intro To Linear Regression & Scatter Chart

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• Covariance and Correlation to Measure Linear Relationship

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• Slope & Intercept for Estimated Simple Linear Regression Equation

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• SST = SSR + SSE & R Squared & Standard Error of Estimate

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• Data Analysis Regression feature

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• LINEST Array Function for Simple Linear Regression

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• Introduction to Multiple Regression, Data Analysis Regression

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• Testing Significance of Regression Relationship with p-value

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• Quiz

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• LINEST, F.DIST.RT, T.DIST.2T & ABS Functions Test of Significance

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• Line Charts for Time Series Data

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• Basic Forecasting Methods & Measures of Forecast Error

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• Summary of 4 Basic Forecasting Methods & Mean Square Error

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• Forecasting with Linear Regression: Trend & Seasonal Pattern

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Focus: Operations research, linear programming, Excel Solver, and probabilistic simulation.

• Excel Solver to Maximize Contribution Margin

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• Intro To Linear Programming using Algebra, Pencil & Paper

  27:42

• Linear Program Special Cases: Infeasible, Unbound, Alternative

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• Excel Solver: Minimize Transportation Costs, Integer Variable

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• Find Alternative Optimal Solution For Transportation Problem

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• Excel Solver: Maximize Portfolio Returns

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• Excel Solver Binary Variable Choose Projects Limited Resources

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• Introduction To Monte Carlo Simulation In Excel

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• Create Random Variables: Custom, Binomial, Uniform, Normal

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• Monte Carlo Simulation for New Product, 3 Uncertain Variables

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• Monte Carlo Simulation for Marketing Analysis Binomial Variable

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• Monte Carlo Simulation Histogram for Construction Project Length

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• Monte Carlo Simulation for Baseball World Series

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• Quiz

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