Lynda - Mathematica 11 Machine Learning
File List
- 02. Introducing Machine Learning/02_02-Separate training data from test data.mp4 15.5 MB
- 05. Performing Supervised Learning Tasks/05_06-Identify data clusters.mp4 8.5 MB
- 05. Performing Supervised Learning Tasks/05_01-Calculate the logistic sigmoid function for a data set.mp4 7.2 MB
- 04. Determining Functions that Generate Data/04_02-Find a time series that fits given data.mp4 6.7 MB
- 05. Performing Supervised Learning Tasks/05_05-Measure predictor function performance.mp4 6.6 MB
- 04. Determining Functions that Generate Data/04_01-Find a fit using a linear model.mp4 6.2 MB
- 03. Preparing Data for Machine Learning/03_01-Standardize normalize or rescale data.mp4 6.1 MB
- 03. Preparing Data for Machine Learning/03_05-Group elements using a rule.mp4 5.8 MB
- 05. Performing Supervised Learning Tasks/05_04-Measure classifier function performance.mp4 5.6 MB
- 03. Preparing Data for Machine Learning/03_02-Replace values near zero with zero.mp4 5.6 MB
- 05. Performing Supervised Learning Tasks/05_03-Predict values using training data.mp4 5.5 MB
- 03. Preparing Data for Machine Learning/03_04-Count values by adherence or nonadherence to a rule.mp4 4.9 MB
- 03. Preparing Data for Machine Learning/03_03-Interpolate data to enter missing values.mp4 4.7 MB
- 04. Determining Functions that Generate Data/04_04-Find a function that generates a given sequence of values.mp4 4.6 MB
- 02. Introducing Machine Learning/02_03-Import data from a file.mp4 3.8 MB
- 04. Determining Functions that Generate Data/04_03-Find a formula that represents a data set.mp4 3.8 MB
- 03. Preparing Data for Machine Learning/03_06-Sort elements using a rule.mp4 3.6 MB
- 05. Performing Supervised Learning Tasks/05_02-Classify items using training data.mp4 3.6 MB
- 02. Introducing Machine Learning/02_01-Overview of machine learning tasks.mp4 3.3 MB
- 01. Introduction/01_01-Welcome.mp4 3.1 MB
- 06. Conclusion/06_01-Next steps.mp4 2.4 MB
- 01. Introduction/01_02-What you should know.mp4 2.2 MB
- 01. Introduction/01_03-Exercise files.mp4 777.7 KB
- Exercice Files/Chapter04/LogisticSigmoid.nb 14.1 KB
- Exercice Files/Chapter01/HousePriceData.xlsx 9.6 KB
- Exercice Files/Chapter04/ClassifierPerformance.nb 3.8 KB
- Exercice Files/Chapter03/FindSequence.nb 2.9 KB
- Exercice Files/Chapter04/Clustering.nb 2.7 KB
- Exercice Files/Chapter04/PredictorPerformance.nb 2.6 KB
- Exercice Files/Chapter04/Classify.nb 2.6 KB
- Exercice Files/Chapter03/FindFormula.nb 2.2 KB
- Exercice Files/Chapter02/SortElements.nb 2.1 KB
- Exercice Files/Chapter02/GroupBy.nb 2.0 KB
- Exercice Files/Chapter03/Linear.nb 2.0 KB
- Exercice Files/Chapter04/Prediction.nb 1.8 KB
- Exercice Files/Chapter02/Standardize.nb 1.7 KB
- Exercice Files/Chapter03/TimeSeries.nb 1.7 KB
- Exercice Files/Chapter02/Threshold.nb 1.6 KB
- Exercice Files/Chapter02/Interpolate.nb 1.6 KB
- Exercice Files/Chapter02/CountValues.nb 1.5 KB
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