FreeCourseSite com Udemy The Complete Machine Learning Course From Zero to Expert

FreeCourseSite com Udemy The Complete Machine Learning Course From Zero to Expert

Name	[FreeCourseSite.com] Udemy - The Complete Machine Learning Course From Zero to Expert!	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	10.0 GB
Total Files	226
Last Seen	2025-07-19 00:26
Hash	0E1489C4E5ACDB0C3388C3736E1905F0EE253561

/0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/1 - Code Environment Setup/
1 - Google Colab for Programming in Python.mp4	10.0 MB
1 - Google-Colab-for-Programming-in-Python.pdf	591.6 KB
/10 - Linear Regression/
33 - Introduction to the Dataset.mp4	104.5 MB
33 - Introduction-to-the-Dataset.ipynb	15.9 KB
33 - Introduction-to-the-Dataset.pdf	177.8 KB
33 - LifeExpectancy.csv	376.0 KB
34 - Preprocessing.ipynb	32.1 KB
34 - Preprocessing.mp4	167.3 MB
34 - Preprocessing.pdf	173.1 KB
35 - Linear Regression.mp4	233.5 MB
35 - Linear-Regression.ipynb	310.7 KB
35 - Linear-Regression.pdf	172.0 KB
36 - Metrics.ipynb	324.2 KB
36 - Metrics.mp4	101.6 MB
36 - Metrics.pdf	166.3 KB
37 - Cross Validation.mp4	163.1 MB
37 - Cross-Validation.ipynb	335.2 KB
37 - Cross-Validation.pdf	251.0 KB
/11 - Ridge Regression/
38 - Ridge Regression and Cross Validation.mp4	341.0 MB
38 - Ridge-Regression.pdf	190.9 KB
/12 - Lasso Regression/
39 - Lasso Regression and Cross Validation.mp4	134.6 MB
39 - Lasso-Regression.ipynb	397.4 KB
39 - Lasso-Regression.pdf	171.2 KB
/13 - Regression Understand the Models/
40 - Analysis.mp4	127.0 MB
40 - Initial-Analysis.pdf	159.1 KB
41 - Data Scaling.mp4	256.5 MB
41 - Data-Scaling.pdf	164.0 KB
41 - Scaling-Data.ipynb	596.9 KB
42 - One-Hot-Encoding.ipynb	632.2 KB
42 - One-Hot-Encoding.pdf	206.0 KB
42 - OneHot Encoding.mp4	185.3 MB
43 - Regularization.mp4	179.0 MB
44 - Final Results.mp4	85.6 MB
44 - Final-Results.ipynb	1.3 MB
44 - Final-Results.pdf	158.8 KB
44 - LifeExpectancy.csv	376.0 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/14 - Classification/
45 - Introduction to the Dataset.mp4	108.3 MB
45 - Introduction-to-the-Dataset.ipynb	46.9 KB
45 - Introduction-to-the-Dataset.pdf	198.6 KB
46 - Partition of the Dataset Train and Test.mp4	71.9 MB
46 - Partition-of-Dataset.ipynb	50.7 KB
46 - Partition-of-the-Dataset.pdf	195.6 KB
47 - Preprocessing.ipynb	154.6 KB
47 - Preprocessing.mp4	171.2 MB
47 - Preprocessing.pdf	199.5 KB
48 - Principal Component Analysis.mp4	84.2 MB
49 - Linear Discriminant Analysis.mp4	236.8 MB
49 - Linear-Discriminant-Analysis.ipynb	339.7 KB
49 - Linear-Discriminant-Analysis.pdf	322.6 KB
50 - Naive Bayes Classifier.mp4	135.1 MB
50 - Naive-Bayes-Classifier.pdf	321.9 KB
50 - Naives-Bayes.ipynb	401.5 KB
51 - Quadratic Classifier.mp4	80.2 MB
51 - Quadratic-Classifer.ipynb	454.2 KB
51 - Quadratic-Classifier.pdf	321.2 KB
52 - Logistic Regression.mp4	219.2 MB
52 - Logistic-Regression.ipynb	564.1 KB
52 - Logistic-Regression.pdf	321.4 KB
/15 - Support Vector Machines for Regression/
53 - Introduction to Support Vector Machines.mp4	7.8 MB
54 - Energy.csv	4.5 MB
54 - Introduction to the Dataset.mp4	98.4 MB
54 - Introduction-to-the-Dataset.ipynb	49.5 KB
54 - Introduction-to-the-Dataset.pdf	370.8 KB
55 - Partition of the Dataset Target Variable.mp4	38.8 MB
55 - Partition-of-the-Dataset-Target-Variable.ipynb	50.6 KB
55 - Partition-of-the-Dataset-Target-Variable.pdf	435.1 KB
56 - Partition of the Dataset Time Series Windows.mp4	126.2 MB
56 - Partition-of-the-Dataset-Time-Series-Windows.ipynb	53.7 KB
56 - Partition-of-the-Dataset-Time-Series-Windows.pdf	503.7 KB
57 - SVM-Linear-Kernel.ipynb	160.8 KB
57 - Support Vector Machine Linear Kernel.mp4	203.9 MB
57 - Support-Vector-Machine-Linear-Kernel.pdf	528.7 KB
58 - SVM-Polynomial-Kernels.ipynb	263.9 KB
58 - Support Vector Machines Polynomial Kernels.mp4	78.2 MB
58 - Support-Vector-Machine-Polynomial-Kernels.pdf	529.0 KB
59 - SVM-RBF-Kernel.ipynb	368.4 KB
59 - Support Vector Machine Radial Basis Function RBF Kernel.mp4	129.4 MB
59 - Support-Vector-Machine-RBF-Kernel.pdf	550.7 KB
/16 - Support Vector Machines for Classification/
60 - Introduction to Support Vector Machines.mp4	6.7 MB
61 - Introduction to the Dataset.mp4	43.5 MB
61 - Introduction-to-the-Dataset.ipynb	5.4 KB
61 - Introduction-to-the-Dataset.pdf	503.8 KB
61 - labels	37.0 KB
61 - text	7.5 MB
62 - Partition of the Dataset.mp4	96.8 MB
62 - Partition-of-the-Dataset.ipynb	11.6 KB
62 - Partition-of-the-Dataset.pdf	555.9 KB
63 - Transformation to Data Matrix.mp4	154.7 MB
63 - Transformation-to-Data-Matrix.ipynb	352.7 KB
63 - Transformation-to-Data-Matrix.pdf	796.0 KB
64 - Dimensionality Reduction.mp4	126.5 MB
64 - Dimensionality-Reduction.ipynb	582.3 KB
64 - Dimensionality-Reduction.pdf	624.1 KB
65 - SVM-with-Linear-Kernel.ipynb	698.8 KB
65 - Support Vector Machine Linear Kernel.mp4	183.6 MB
65 - Support-Vector-Machine-Linear-Kernel.pdf	759.9 KB
66 - SVM-with-Polynomial-Kernels.ipynb	804.6 KB
66 - Support Vector Machines Polynomial Kernels.mp4	142.7 MB
66 - Support-Vector-Machine-Polynomial-Kernels.pdf	760.2 KB
67 - SVM-with-RBF-Kernel.ipynb	897.4 KB
67 - Support Vector Machine Radial Basis Function RBF Kernel.mp4	79.8 MB
67 - Support-Vector-Machine-RBF-Kernel.pdf	761.0 KB
/17 - Neural Networks/
68 - Introduction to Neural Networks.mp4	23.1 MB
68 - Introduction-to-Neural-Networks.pdf	391.6 KB
/18 - Neural Networks for Regression/
69 - Dataset Information.mp4	5.0 MB
70 - Introduction to the Dataset.mp4	98.4 MB
70 - Introduction-to-the-Dataset.ipynb	49.5 KB
70 - Introduction-to-the-Dataset.pdf	370.8 KB
71 - Partition of the Dataset Target Variable.mp4	38.8 MB
71 - Partition-of-the-Dataset-Target-Variable.ipynb	50.6 KB
71 - Partition-of-the-Dataset-Target-Variable.pdf	435.1 KB
72 - Partition of the Dataset Time Series Windows.mp4	126.2 MB
72 - Partition-of-the-Dataset-Time-Series-Windows.ipynb	53.7 KB
72 - Partition-of-the-Dataset-Time-Series-Windows.pdf	503.7 KB
73 - MLP.ipynb	167.6 KB
73 - Multilayer Perceptron Neural Network.mp4	322.6 MB
73 - Multilayer-Perceptron-Neural-Network.pdf	553.3 KB
/19 - Neural Networks for Classification/
74 - Consumption.zip	771.1 KB
74 - Introduction to the Dataset.mp4	130.3 MB
74 - Introduction-to-the-Dataset.ipynb	44.8 KB
74 - Introduction-to-the-Dataset.pdf	535.2 KB
75 - Partition of the Dataset.mp4	68.2 MB
75 - Partition-of-the-Dataset.ipynb	46.0 KB
75 - Partition-of-the-Dataset.pdf	601.0 KB
76 - Multilayer-Perceptron-Neural-Network-Preprocessing.ipynb	49.2 KB
76 - Neural Network Preprocessing.mp4	87.5 MB
76 - Neural-Network-Preprocessing.pdf	666.3 KB
77 - Neural Network Training.mp4	190.0 MB
78 - Neural Network Performance Evaluation.mp4	118.6 MB
78 - Performance-Evaluation.ipynb	166.1 KB
78 - Performance-Evaluation.pdf	873.6 KB
/2 - Introduction Preprocessing and Analysis/
2 - Initial Study of the Dataset.mp4	123.9 MB
2 - Initial-Study-of-the-Dataset.pdf	201.6 KB
2 - Initial-Study.ipynb	50.1 KB
2 - titanic.csv	107.0 KB
3 - Basic Visualization.mp4	109.8 MB
3 - Basic-Visualization.ipynb	119.4 KB
3 - Basic-Visualization.pdf	283.9 KB
/3 - Visualization Principal Component Analysis/
4 - Introduction to PCA.mp4	20.8 MB
4 - Introduction-to-PCA.pdf	199.1 KB
5 - Introduction to the Dataset.mp4	174.5 MB
5 - Introduction-to-the-Dataset.ipynb	44.9 KB
5 - Introduction-to-the-Dataset.pdf	172.0 KB
5 - crabs.csv	6.1 KB
6 - Initial Visualization.mp4	227.8 MB
6 - Initial-Visualization.ipynb	736.5 KB
6 - Initial-Visualization.pdf	249.8 KB
6 - crabs.csv	6.1 KB
7 - PCA-in-Crabs-Dataset.ipynb	1.0 MB
7 - Using PCA.mp4	483.8 MB
7 - Using-PCA.pdf	398.3 KB
/4 - Visualization Locally Linear Embedding LLE/
10 - Introduction to the Dataset.mp4	89.0 MB
10 - Introduction-to-the-Dataset.ipynb	11.3 KB
10 - Introduction-to-the-Dataset.pdf	167.1 KB
10 - crabs.csv	6.1 KB
11 - Using LLE.mp4	209.8 MB
11 - Using-LLE.pdf	204.6 KB
11 - Using-Locally-Linear-Embedding.ipynb	85.7 KB
11 - crabs.csv	6.1 KB
12 - LLE with 3 Dimensions.mp4	211.7 MB
12 - LLE-with-3-Dimensions.ipynb	223.9 KB
12 - LLE-with-3-Dimensions.pdf	242.7 KB
12 - crabs.csv	6.1 KB
8 - Introduction to LLE.mp4	20.6 MB
8 - Introduction-to-LLE.pdf	242.7 KB
9 - Locally Linear Embedding Algorithm.mp4	20.1 MB
9 - Locally-Linear-Embedding-Algorithm.pdf	303.1 KB
/5 - Visualization tStochastic Neighbor Embedding tSNE/
13 - Introduction to tSNE.mp4	37.1 MB
13 - Introduction-to-t-SNE.pdf	383.7 KB
14 - Dataset.mp4	3.1 MB
15 - Introduction to the Dataset.mp4	89.0 MB
15 - Introduction-to-the-Dataset.ipynb	11.3 KB
15 - Introduction-to-the-Dataset.pdf	167.1 KB
15 - crabs.csv	6.1 KB
16 - Using-t-SNE-on-Raw-Data.pdf	186.4 KB
16 - Using-t-SNE-with-Raw-Data.ipynb	197.4 KB
16 - tSNE on Raw Data.mp4	269.2 MB
17 - Using-t-SNE-on-Scaled-Data.pdf	185.2 KB
17 - Using-t-SNE-with-Scaled-Data.ipynb	405.0 KB
17 - tSNE on Scaled Data.mp4	152.4 MB
18 - Using-t-SNE-on-Standardized-Data.pdf	187.0 KB
18 - Using-t-SNE-with-Standardized-Data.ipynb	597.6 KB
18 - tSNE on Standardized Data.mp4	153.7 MB
/6 - Visualization Multidimensional Scaling MDS/
19 - Introduction to MDS.mp4	22.2 MB
20 - MDS-with-2-Dimensions.ipynb	91.8 KB
20 - Multidimensional-Scaling-with-2-Dimensions.pdf	162.7 KB
20 - Using MDS with 2 Dimensions.mp4	157.3 MB
21 - MDS-with-3-Dimensions.ipynb	236.2 KB
21 - Multidimensional-Scaling-with-3-Dimensions.pdf	162.6 KB
21 - Using MDS with 3 Dimensions.mp4	150.7 MB
/7 - Visualization ISOMAP/
22 - Introduccion to ISOMAP.mp4	18.3 MB
22 - Introduction-to-ISOMAP.pdf	168.3 KB
23 - ISOMAP with 2 Dimensions.mp4	224.4 MB
23 - ISOMAP-with-2-Dimensions.ipynb	92.3 KB
23 - ISOMAP-with-2-Dimensions.pdf	163.9 KB
24 - ISOMAP with 3 Dimensions.mp4	259.8 MB
24 - ISOMAP-with-3-Dimensions.ipynb	230.2 KB
24 - ISOMAP-with-3-Dimensions.pdf	164.0 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/8 - Visualization Fisher Discriminant Analysis/
25 - Introduction to Fisher Discriminant Analysis.mp4	13.3 MB
26 - Dataset Information.mp4	3.1 MB
27 - Introduction to the Dataset.mp4	89.0 MB
27 - Introduction-to-the-Dataset.ipynb	11.3 KB
27 - Introduction-to-the-Dataset.pdf	167.1 KB
27 - crabs.csv	6.1 KB
28 - Fisher Discriminant Analysis with 2 Dimensions.mp4	219.8 MB
28 - Fisher-Discriminant-Analysis-with-2-Dimensions.ipynb	99.7 KB
28 - Fisher-Discriminant-Analysis-with-2-Dimensions.pdf	256.9 KB
29 - Fisher Discriminant Analysis with 3 Dimensions.mp4	197.2 MB
29 - Fisher-Discriminant-Analysis-with-3-Dimensions.ipynb	221.2 KB
29 - Fisher-Discriminant-Analysis-with-3-Dimensions.pdf	257.0 KB
/9 - Visualization Final Project Images/
30 - Images.mp4	2.1 MB
31 - Introduction to Image Dataset.mp4	95.8 MB
31 - Introduction-to-Image-Dataset.ipynb	22.8 KB
31 - Introduction-to-Image-Dataset.pdf	310.0 KB
32 - Fisher Discriminant Analysis.mp4	191.6 MB
32 - Fisher-Discriminant-Analysis.ipynb	324.3 KB
32 - Fisher-Discriminant-Analysis.pdf	310.5 KB
Total files 226