Udemy - Data Science in Python Regression & Forecasting (8.2023)
Udemy - Data Science in Python Regression & Forecasting (8.2023) metadata, size 3263.08 MB, 154 files, category video, indexed at 2026-07-05.
资源标识
Infohashc81d2cbb6e20f3312e7add7fb8c91b07d8b8a299
总大小3.2 GB
格式mp4
分类视频
文件数154
发掘时间（北京时间）2026-07-05 22:49:07
最后活跃（北京时间）2026-07-05 22:49:07
下载标识
完整磁力链接
magnet:?xt=urn:btih:c81d2cbb6e20f3312e7add7fb8c91b07d8b8a299&dn=Udemy%20-%20Data%20Science%20in%20Python%20Regression%20%26%20Forecasting%20%288.2023%29
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文件列表
| 文件名 | 格式 | 大小 |
|---|---|---|
| 1 - Course Introduction.mp4 | mp4 | 30.8 MB |
| 2 - About This Series.mp4 | mp4 | 4.0 MB |
| 3 - Course Structure Outline.mp4 | mp4 | 10.8 MB |
| 4 - READ ME Important Notes for New Students.html | html | 4.8 KB |
| 5 - Data-Science-in-Python-Regression.pdf | 18.5 MB | |
| 5 - Data-Science-in-Python-Regression.zip | zip | 17.8 MB |
| 5 - DOWNLOAD Course Resources.html | html | 541 B |
| 6 - Introducing the Course Project.mp4 | mp4 | 4.6 MB |
| 7 - Setting Expectations.mp4 | mp4 | 8.0 MB |
| 8 - Jupyter Installation Launch.mp4 | mp4 | 23.8 MB |
| 108 - Project Brief.mp4 | mp4 | 39.5 MB |
| 109 - Solution Walkthrough.mp4 | mp4 | 131.2 MB |
| 110 - Intro to Regularized Regression.mp4 | mp4 | 15.9 MB |
| 111 - Ridge Regression.mp4 | mp4 | 14.0 MB |
| 112 - Standardization.mp4 | mp4 | 25.9 MB |
| 113 - Fitting a Ridge Regression Model.mp4 | mp4 | 25.7 MB |
| 114 - DEMO Fitting a Ridge Regression.mp4 | mp4 | 28.3 MB |
| 115 - PRO TIP RidgeCV.mp4 | mp4 | 19.7 MB |
| 116 - ASSIGNMENT Ridge Regression.mp4 | mp4 | 6.8 MB |
| 117 - SOLUTION Ridge Regression.mp4 | mp4 | 12.5 MB |
| 118 - Lasso Regression.mp4 | mp4 | 35.1 MB |
| 119 - PRO TIP LassoCV.mp4 | mp4 | 18.6 MB |
| 120 - ASSIGNMENT Lasso Regression.mp4 | mp4 | 4.5 MB |
| 121 - SOLUTION Lasso Regression.mp4 | mp4 | 11.9 MB |
| 122 - Elastic Net Regression.mp4 | mp4 | 17.1 MB |
| 123 - DEMO Fitting an Elastic Net Regression.mp4 | mp4 | 23.8 MB |
| 124 - PRO TIP ElasticNetCV.mp4 | mp4 | 15.2 MB |
| 125 - ASSIGNMENT Elastic Net Regression.mp4 | mp4 | 4.2 MB |
| 126 - SOLUTION Elastic Net Regression.mp4 | mp4 | 13.5 MB |
| 127 - RECAP Regularized Regression Models.mp4 | mp4 | 9.7 MB |
| 128 - PREVIEW Tree Based Models.mp4 | mp4 | 30.3 MB |
| 129 - Key Takeaways.mp4 | mp4 | 9.4 MB |
| 130 - Project Brief.mp4 | mp4 | 18.7 MB |
| 131 - Solution Walkthrough.mp4 | mp4 | 59.8 MB |
| 132 - Intro to Time Series.mp4 | mp4 | 16.6 MB |
| 133 - Moving Averages.mp4 | mp4 | 18.5 MB |
| 134 - DEMO Moving Averages.mp4 | mp4 | 24.3 MB |
| 135 - Exponential Smoothing.mp4 | mp4 | 7.8 MB |
| 136 - ASSIGNMENT Smoothing.mp4 | mp4 | 10.7 MB |
| 137 - SOLUTION Smoothing.mp4 | mp4 | 15.0 MB |
| 138 - Decomposition.mp4 | mp4 | 21.5 MB |
| 139 - DEMO Decomposition.mp4 | mp4 | 12.9 MB |
| 140 - PRO TIP Autocorrelation Chart.mp4 | mp4 | 17.2 MB |
| 141 - ASSIGNMENT Decomposition.mp4 | mp4 | 7.1 MB |
| 142 - SOLUTION Decomposition.mp4 | mp4 | 24.5 MB |
| 143 - Forecasting.mp4 | mp4 | 16.3 MB |
| 144 - Linear Regression With Trend Season.mp4 | mp4 | 20.1 MB |
| 145 - DEMO Linear Regression With Trend Season.mp4 | mp4 | 31.9 MB |
| 146 - Facebook Prophet.mp4 | mp4 | 38.7 MB |
| 147 - ASSIGNMENT Forecasting.mp4 | mp4 | 7.2 MB |
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