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