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[FreeCourseSite.com] Udemy - The Complete Machine Learning Course From Zero to Expert!
magnet:?xt=urn:btih:0e1489c4e5acdb0c3388c3736e1905f0ee253561&dn=[FreeCourseSite.com] Udemy - The Complete Machine Learning Course From Zero to Expert!
磁力链接详情
Hash值:
0e1489c4e5acdb0c3388c3736e1905f0ee253561
点击数:
88
文件大小:
9.28 GB
文件数量:
78
创建日期:
2023-4-8 07:43
最后访问:
2024-6-27 13:27
访问标签:
FreeCourseSite
com
Udemy
-
The
Complete
Machine
Learning
Course
From
Zero
to
Expert!
文件列表详情
1 - Code Environment Setup/1 - Google Colab for Programming in Python.mp4 9.57 MB
10 - Linear Regression/33 - Introduction to the Dataset.mp4 99.69 MB
10 - Linear Regression/34 - Preprocessing.mp4 159.52 MB
10 - Linear Regression/35 - Linear Regression.mp4 222.67 MB
10 - Linear Regression/36 - Metrics.mp4 96.92 MB
10 - Linear Regression/37 - Cross Validation.mp4 155.57 MB
11 - Ridge Regression/38 - Ridge Regression and Cross Validation.mp4 325.18 MB
12 - Lasso Regression/39 - Lasso Regression and Cross Validation.mp4 128.32 MB
13 - Regression Understand the Models/40 - Analysis.mp4 121.07 MB
13 - Regression Understand the Models/41 - Data Scaling.mp4 244.64 MB
13 - Regression Understand the Models/42 - OneHot Encoding.mp4 176.7 MB
13 - Regression Understand the Models/43 - Regularization.mp4 170.66 MB
13 - Regression Understand the Models/44 - Final Results.mp4 81.61 MB
14 - Classification/45 - Introduction to the Dataset.mp4 103.25 MB
14 - Classification/46 - Partition of the Dataset Train and Test.mp4 68.57 MB
14 - Classification/47 - Preprocessing.mp4 163.23 MB
14 - Classification/48 - Principal Component Analysis.mp4 80.31 MB
14 - Classification/49 - Linear Discriminant Analysis.mp4 225.84 MB
14 - Classification/50 - Naive Bayes Classifier.mp4 128.87 MB
14 - Classification/51 - Quadratic Classifier.mp4 76.51 MB
14 - Classification/52 - Logistic Regression.mp4 209.07 MB
15 - Support Vector Machines for Regression/53 - Introduction to Support Vector Machines.mp4 7.48 MB
15 - Support Vector Machines for Regression/54 - Introduction to the Dataset.mp4 93.82 MB
15 - Support Vector Machines for Regression/55 - Partition of the Dataset Target Variable.mp4 37.01 MB
15 - Support Vector Machines for Regression/56 - Partition of the Dataset Time Series Windows.mp4 120.39 MB
15 - Support Vector Machines for Regression/57 - Support Vector Machine Linear Kernel.mp4 194.45 MB
15 - Support Vector Machines for Regression/58 - Support Vector Machines Polynomial Kernels.mp4 74.62 MB
15 - Support Vector Machines for Regression/59 - Support Vector Machine Radial Basis Function RBF Kernel.mp4 123.44 MB
16 - Support Vector Machines for Classification/60 - Introduction to Support Vector Machines.mp4 6.39 MB
16 - Support Vector Machines for Classification/61 - Introduction to the Dataset.mp4 41.48 MB
16 - Support Vector Machines for Classification/62 - Partition of the Dataset.mp4 92.29 MB
16 - Support Vector Machines for Classification/63 - Transformation to Data Matrix.mp4 147.57 MB
16 - Support Vector Machines for Classification/64 - Dimensionality Reduction.mp4 120.66 MB
16 - Support Vector Machines for Classification/65 - Support Vector Machine Linear Kernel.mp4 175.11 MB
16 - Support Vector Machines for Classification/66 - Support Vector Machines Polynomial Kernels.mp4 136.09 MB
16 - Support Vector Machines for Classification/67 - Support Vector Machine Radial Basis Function RBF Kernel.mp4 76.09 MB
17 - Neural Networks/68 - Introduction to Neural Networks.mp4 22.08 MB
18 - Neural Networks for Regression/69 - Dataset Information.mp4 4.72 MB
18 - Neural Networks for Regression/70 - Introduction to the Dataset.mp4 93.79 MB
18 - Neural Networks for Regression/71 - Partition of the Dataset Target Variable.mp4 37.01 MB
18 - Neural Networks for Regression/72 - Partition of the Dataset Time Series Windows.mp4 120.36 MB
18 - Neural Networks for Regression/73 - Multilayer Perceptron Neural Network.mp4 307.7 MB
19 - Neural Networks for Classification/74 - Introduction to the Dataset.mp4 124.27 MB
19 - Neural Networks for Classification/75 - Partition of the Dataset.mp4 65 MB
19 - Neural Networks for Classification/76 - Neural Network Preprocessing.mp4 83.44 MB
19 - Neural Networks for Classification/77 - Neural Network Training.mp4 181.21 MB
19 - Neural Networks for Classification/78 - Neural Network Performance Evaluation.mp4 113.15 MB
2 - Introduction Preprocessing and Analysis/2 - Initial Study of the Dataset.mp4 118.12 MB
2 - Introduction Preprocessing and Analysis/3 - Basic Visualization.mp4 104.73 MB
3 - Visualization Principal Component Analysis/4 - Introduction to PCA.mp4 19.88 MB
3 - Visualization Principal Component Analysis/5 - Introduction to the Dataset.mp4 166.37 MB
3 - Visualization Principal Component Analysis/6 - Initial Visualization.mp4 217.23 MB
3 - Visualization Principal Component Analysis/7 - Using PCA.mp4 461.42 MB
4 - Visualization Locally Linear Embedding LLE/10 - Introduction to the Dataset.mp4 84.88 MB
4 - Visualization Locally Linear Embedding LLE/11 - Using LLE.mp4 200.12 MB
4 - Visualization Locally Linear Embedding LLE/12 - LLE with 3 Dimensions.mp4 201.92 MB
4 - Visualization Locally Linear Embedding LLE/8 - Introduction to LLE.mp4 19.62 MB
4 - Visualization Locally Linear Embedding LLE/9 - Locally Linear Embedding Algorithm.mp4 19.18 MB
5 - Visualization tStochastic Neighbor Embedding tSNE/13 - Introduction to tSNE.mp4 35.39 MB
5 - Visualization tStochastic Neighbor Embedding tSNE/14 - Dataset.mp4 2.96 MB
5 - Visualization tStochastic Neighbor Embedding tSNE/15 - Introduction to the Dataset.mp4 84.9 MB
5 - Visualization tStochastic Neighbor Embedding tSNE/16 - tSNE on Raw Data.mp4 256.74 MB
5 - Visualization tStochastic Neighbor Embedding tSNE/17 - tSNE on Scaled Data.mp4 145.38 MB
5 - Visualization tStochastic Neighbor Embedding tSNE/18 - tSNE on Standardized Data.mp4 146.61 MB
6 - Visualization Multidimensional Scaling MDS/19 - Introduction to MDS.mp4 21.18 MB
6 - Visualization Multidimensional Scaling MDS/20 - Using MDS with 2 Dimensions.mp4 150.04 MB
6 - Visualization Multidimensional Scaling MDS/21 - Using MDS with 3 Dimensions.mp4 143.7 MB
7 - Visualization ISOMAP/22 - Introduccion to ISOMAP.mp4 17.47 MB
7 - Visualization ISOMAP/23 - ISOMAP with 2 Dimensions.mp4 214.03 MB
7 - Visualization ISOMAP/24 - ISOMAP with 3 Dimensions.mp4 247.73 MB
8 - Visualization Fisher Discriminant Analysis/25 - Introduction to Fisher Discriminant Analysis.mp4 12.68 MB
8 - Visualization Fisher Discriminant Analysis/26 - Dataset Information.mp4 2.96 MB
8 - Visualization Fisher Discriminant Analysis/27 - Introduction to the Dataset.mp4 84.91 MB
8 - Visualization Fisher Discriminant Analysis/28 - Fisher Discriminant Analysis with 2 Dimensions.mp4 209.6 MB
8 - Visualization Fisher Discriminant Analysis/29 - Fisher Discriminant Analysis with 3 Dimensions.mp4 188.03 MB
9 - Visualization Final Project Images/30 - Images.mp4 1.98 MB
9 - Visualization Final Project Images/31 - Introduction to Image Dataset.mp4 91.34 MB
9 - Visualization Final Project Images/32 - Fisher Discriminant Analysis.mp4 182.76 MB
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