Lynda - Mathematica 11 Machine Learning
| 文件类型 | 收录时间 | 最后活跃 | 资源热度 | 文件大小 | 文件数量 |
|---|---|---|---|---|---|
| 视频 | 2021-2-12 15:36 | 2024-12-19 10:43 | 134 | 119.92 MB | 24 |
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文件列表
- 02. Introducing Machine Learning/02_02-Separate training data from test data.mp415.49MB
- 01. Introduction/01_02-What you should know.mp42.21MB
- 01. Introduction/01_03-Exercise files.mp4777.74KB
- 02. Introducing Machine Learning/02_01-Overview of machine learning tasks.mp43.29MB
- 01. Introduction/01_01-Welcome.mp43.07MB
- 02. Introducing Machine Learning/02_03-Import data from a file.mp43.83MB
- 03. Preparing Data for Machine Learning/03_01-Standardize normalize or rescale data.mp46.1MB
- 03. Preparing Data for Machine Learning/03_02-Replace values near zero with zero.mp45.59MB
- 03. Preparing Data for Machine Learning/03_03-Interpolate data to enter missing values.mp44.69MB
- 03. Preparing Data for Machine Learning/03_04-Count values by adherence or nonadherence to a rule.mp44.85MB
- 03. Preparing Data for Machine Learning/03_05-Group elements using a rule.mp45.76MB
- 03. Preparing Data for Machine Learning/03_06-Sort elements using a rule.mp43.61MB
- 04. Determining Functions that Generate Data/04_01-Find a fit using a linear model.mp46.17MB
- 04. Determining Functions that Generate Data/04_02-Find a time series that fits given data.mp46.67MB
- 04. Determining Functions that Generate Data/04_03-Find a formula that represents a data set.mp43.82MB
- 04. Determining Functions that Generate Data/04_04-Find a function that generates a given sequence of values.mp44.55MB
- 05. Performing Supervised Learning Tasks/05_01-Calculate the logistic sigmoid function for a data set.mp47.21MB
- 05. Performing Supervised Learning Tasks/05_02-Classify items using training data.mp43.58MB
- 05. Performing Supervised Learning Tasks/05_03-Predict values using training data.mp45.55MB
- 05. Performing Supervised Learning Tasks/05_04-Measure classifier function performance.mp45.62MB
- 05. Performing Supervised Learning Tasks/05_05-Measure predictor function performance.mp46.6MB
- 05. Performing Supervised Learning Tasks/05_06-Identify data clusters.mp48.46MB
- 06. Conclusion/06_01-Next steps.mp42.43MB
- Exercice Files/Chapter02/SortElements.nb2.05KB
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