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Lynda - Excel Data Analysis Forecasting
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2017-3-26 07:00
2024-12-14 18:27
151
808.66 MB
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Lynda
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Excel
Data
Analysis
Forecasting
文件列表
00 Introduction/0001 Welcome.mp4
4.26MB
00 Introduction/0002 Who is this course for.mp4
2.75MB
00 Introduction/0003 What you should know before watching this course.mp4
3.15MB
00 Introduction/0004 Using the exercise files.mp4
3.37MB
00 Introduction/0005 Using the challenges.mp4
2.49MB
01 Visually Displaying Your Time-Series Data/0101 What is time-series data.mp4
5.6MB
01 Visually Displaying Your Time-Series Data/0102 Plotting a time series.mp4
7.83MB
01 Visually Displaying Your Time-Series Data/0103 Understanding level in a time series.mp4
11.15MB
01 Visually Displaying Your Time-Series Data/0104 Understanding trend in a time series.mp4
6.6MB
01 Visually Displaying Your Time-Series Data/0105 Understanding seasonality in a time series.mp4
12.01MB
01 Visually Displaying Your Time-Series Data/0106 Understanding noise in a time series.mp4
7.39MB
01 Visually Displaying Your Time-Series Data/0107 Creating a moving average chart.mp4
14.27MB
01 Visually Displaying Your Time-Series Data/0108 Challenge Analyze time-series data for airline miles.mp4
1.4MB
01 Visually Displaying Your Time-Series Data/0109 Solution Analyze time-series data for airline miles.mp4
6.4MB
02 How Good Are Your Forecasts Errors, Accuracy, and Bias/0201 Exploring why some forecasts are better than others.mp4
20.97MB
02 How Good Are Your Forecasts Errors, Accuracy, and Bias/0202 Computing the mean absolute deviation (MAD).mp4
18.17MB
02 How Good Are Your Forecasts Errors, Accuracy, and Bias/0203 Computing the mean absolute percentage error (MAPE).mp4
25.7MB
02 How Good Are Your Forecasts Errors, Accuracy, and Bias/0204 Calculating the sum of squared errors (SSE).mp4
12.46MB
02 How Good Are Your Forecasts Errors, Accuracy, and Bias/0205 Computing forecast bias.mp4
15.85MB
02 How Good Are Your Forecasts Errors, Accuracy, and Bias/0206 Advanced forecast bias Determining significance.mp4
17.83MB
02 How Good Are Your Forecasts Errors, Accuracy, and Bias/0207 Challenge Compute MAD, MAPE, and SSE for an NFL game.mp4
1.72MB
02 How Good Are Your Forecasts Errors, Accuracy, and Bias/0208 Solution Compute MAD, MAPE, and SSE for an NFL game.mp4
12.29MB
03 Using a Trendline for Forecasting/0301 Fitting a linear trend curve.mp4
14.07MB
03 Using a Trendline for Forecasting/0302 Interpreting the trendline.mp4
8.72MB
03 Using a Trendline for Forecasting/0303 Interpreting the R-squared value.mp4
22.05MB
03 Using a Trendline for Forecasting/0304 Computing standard error of the regression and outliers.mp4
29.92MB
03 Using a Trendline for Forecasting/0305 Exploring autocorrelation.mp4
31.92MB
03 Using a Trendline for Forecasting/0306 Challenge Create a trendline to analyze R squared and outliers.mp4
1.64MB
03 Using a Trendline for Forecasting/0307 Solution Create a trendline to analyze R squared and outliers.mp4
13.73MB
04 Modeling Exponential Growth and Compound Annual Growth Rate (CAGR)/0401 When does a linear trend fail.mp4
25.37MB
04 Modeling Exponential Growth and Compound Annual Growth Rate (CAGR)/0402 Creating an exponential trend curve.mp4
26.34MB
04 Modeling Exponential Growth and Compound Annual Growth Rate (CAGR)/0403 Computing compound annual growth rate (CAGR).mp4
13.03MB
04 Modeling Exponential Growth and Compound Annual Growth Rate (CAGR)/0404 Challenge Fit an exponential growth curve, estimate CAGR, and forecast revenue.mp4
1.75MB
04 Modeling Exponential Growth and Compound Annual Growth Rate (CAGR)/0405 Solution Fit an exponential growth curve, estimate CAGR, and forecast revenue.mp4
6.3MB
05 Seasonality and the Ratio-to-Moving-Average Method/0501 What is a seasonal index.mp4
20.94MB
05 Seasonality and the Ratio-to-Moving-Average Method/0502 Introducing the ratio-to-moving-average method.mp4
8.11MB
05 Seasonality and the Ratio-to-Moving-Average Method/0503 Computing the centered moving average.mp4
19.15MB
05 Seasonality and the Ratio-to-Moving-Average Method/0504 Calculating seasonal indices.mp4
20.19MB
05 Seasonality and the Ratio-to-Moving-Average Method/0505 Estimating a series trend.mp4
9.7MB
05 Seasonality and the Ratio-to-Moving-Average Method/0506 Forecasting sales.mp4
23.49MB
05 Seasonality and the Ratio-to-Moving-Average Method/0507 Forecasting if the series trend is changing.mp4
14.65MB
05 Seasonality and the Ratio-to-Moving-Average Method/0508 Challenge Predicting future quarterly sales.mp4
1.58MB
05 Seasonality and the Ratio-to-Moving-Average Method/0509 Solution Predicting future quarterly sales.mp4
7.75MB
06 Forecasting with Multiple Regressions/0601 What is multiple regression.mp4
28.46MB
06 Forecasting with Multiple Regressions/0602 Preparing data for multiple regression.mp4
42.04MB
06 Forecasting with Multiple Regressions/0603 Running a multiple linear regression.mp4
11.78MB
06 Forecasting with Multiple Regressions/0604 Finding the multiple-regression equation and testing for significance.mp4
42.79MB
06 Forecasting with Multiple Regressions/0605 How good is the fit of the trendline.mp4
26.31MB
06 Forecasting with Multiple Regressions/0606 Making forecasts from a multiple-regression equation.mp4
20.74MB
06 Forecasting with Multiple Regressions/0607 Validating a multiple-regression equation using the TREND function.mp4
44.01MB
06 Forecasting with Multiple Regressions/0608 Interpreting regression coefficients.mp4
20.51MB
06 Forecasting with Multiple Regressions/0609 Challenge Regression analysis of Amazon.com revenue.mp4
3.11MB
06 Forecasting with Multiple Regressions/0610 Solution Regression analysis of Amazon.com revenue.mp4
22.55MB
07 Conclusion/0701 Next steps.mp4
12.28MB
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