Lynda - Mathematica 11 Machine Learning
大小
119.97 MB
文件数
40
Info Hash:
02512E866D24F9360AF7A63480946545B7ADDE11
收录时间
2026-01-02 21:42:02
更新时间
2026-01-02 21:42:02
文件列表 (40)
02. Introducing Machine Learning/02_02-Separate training data from test data.mp4
15.49 MB
01. Introduction/01_02-What you should know.mp4
2.21 MB
01. Introduction/01_03-Exercise files.mp4
777.74 KB
02. Introducing Machine Learning/02_01-Overview of machine learning tasks.mp4
3.29 MB
01. Introduction/01_01-Welcome.mp4
3.07 MB
02. Introducing Machine Learning/02_03-Import data from a file.mp4
3.83 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_02-Replace values near zero with zero.mp4
5.59 MB
03. Preparing Data for Machine Learning/03_03-Interpolate data to enter missing values.mp4
4.69 MB
03. Preparing Data for Machine Learning/03_04-Count values by adherence or nonadherence to a rule.mp4
4.85 MB
03. Preparing Data for Machine Learning/03_05-Group elements using a rule.mp4
5.76 MB
03. Preparing Data for Machine Learning/03_06-Sort elements using a rule.mp4
3.61 MB
04. Determining Functions that Generate Data/04_01-Find a fit using a linear model.mp4
6.17 MB
04. Determining Functions that Generate Data/04_02-Find a time series that fits given data.mp4
6.67 MB
04. Determining Functions that Generate Data/04_03-Find a formula that represents a data set.mp4
3.82 MB
04. Determining Functions that Generate Data/04_04-Find a function that generates a given sequence of values.mp4
4.55 MB
05. Performing Supervised Learning Tasks/05_01-Calculate the logistic sigmoid function for a data set.mp4
7.21 MB
05. Performing Supervised Learning Tasks/05_02-Classify items using training data.mp4
3.58 MB
05. Performing Supervised Learning Tasks/05_03-Predict values using training data.mp4
5.55 MB
05. Performing Supervised Learning Tasks/05_04-Measure classifier function performance.mp4
5.62 MB
05. Performing Supervised Learning Tasks/05_05-Measure predictor function performance.mp4
6.6 MB
05. Performing Supervised Learning Tasks/05_06-Identify data clusters.mp4
8.46 MB
06. Conclusion/06_01-Next steps.mp4
2.43 MB
Exercice Files/Chapter01/HousePriceData.xlsx
9.59 KB
Exercice Files/Chapter02/CountValues.nb
1.52 KB
Exercice Files/Chapter02/GroupBy.nb
1.98 KB
Exercice Files/Chapter02/Interpolate.nb
1.59 KB
Exercice Files/Chapter02/SortElements.nb
2.05 KB
Exercice Files/Chapter02/Standardize.nb
1.71 KB
Exercice Files/Chapter02/Threshold.nb
1.64 KB
Exercice Files/Chapter03/FindFormula.nb
2.18 KB
Exercice Files/Chapter03/FindSequence.nb
2.89 KB
Exercice Files/Chapter03/Linear.nb
1.97 KB
Exercice Files/Chapter03/TimeSeries.nb
1.67 KB
Exercice Files/Chapter04/ClassifierPerformance.nb
3.79 KB
Exercice Files/Chapter04/Classify.nb
2.58 KB
Exercice Files/Chapter04/Clustering.nb
2.65 KB
Exercice Files/Chapter04/LogisticSigmoid.nb
14.15 KB
Exercice Files/Chapter04/Prediction.nb
1.75 KB
Exercice Files/Chapter04/PredictorPerformance.nb
2.59 KB