Udemy Complete Machine Learning Course With Python
大小
4.73 GB
文件数
194
Info Hash:
9BAEED7F9A21614D02F01DB34CC5AEB0D37E3A26
收录时间
2026-01-18 10:24:46
更新时间
2026-01-18 10:24:46
文件列表 (194)
1 - Introduction/1 - cars.csv
38.08 KB
1 - Introduction/1 - What Is Machine learning.mp4
14.14 MB
1 - Introduction/1 - What Is Machine learning.srt
4.33 KB
1 - Introduction/1 - what-is-machine-learning.docx
245.75 KB
1 - Introduction/2 - Key Skills needed to learn Machine learning.mp4
8.55 MB
1 - Introduction/2 - Key Skills needed to learn Machine learning.srt
2.61 KB
1 - Introduction/3 - Supervised learning vs Unsupervised Learning.mp4
30.57 MB
1 - Introduction/3 - Supervised learning vs Unsupervised Learning.srt
8.02 KB
1 - Introduction/4 - Dependent Variable vs Independent Variable.mp4
15.34 MB
1 - Introduction/4 - Dependent Variable vs Independent Variable.srt
3.74 KB
1 - Introduction/5 - What Does This Course Cover.mp4
10.05 MB
1 - Introduction/5 - What Does This Course Cover.srt
2.17 KB
1 - Introduction/6 - Basic Python Concepts.mp4
485.41 MB
1 - Introduction/6 - Basic Python Concepts.srt
142.62 KB
1 - Introduction/6 - Complete-basic-Python-in-90-mins.docx
414.44 KB
2 - Introduction to Machine Learning and Anaconda Installation/7 - 1.Introduction-to-Machine-Learning.docx
109.2 KB
2 - Introduction to Machine Learning and Anaconda Installation/7 - Introduction to Machine Learning.mp4
114.25 MB
2 - Introduction to Machine Learning and Anaconda Installation/7 - Introduction to Machine Learning.srt
32.68 KB
2 - Introduction to Machine Learning and Anaconda Installation/8 - Anaconda-installation-machine-learning.docx
12.06 KB
2 - Introduction to Machine Learning and Anaconda Installation/8 - Anconda Installation.mp4
68.88 MB
2 - Introduction to Machine Learning and Anaconda Installation/8 - Anconda Installation.srt
139 B
3 - Exploratory Data Analysis/9 - 2.Exploratory-Data-Analysis.docx
42.51 KB
3 - Exploratory Data Analysis/9 - What is Exploratory Data AnalysisEDA.mp4
24.77 MB
3 - Exploratory Data Analysis/9 - What is Exploratory Data AnalysisEDA.srt
5.33 KB
3 - Exploratory Data Analysis/10 - knowing initial details of dataset.mp4
32.17 MB
3 - Exploratory Data Analysis/10 - knowing initial details of dataset.srt
7.98 KB
3 - Exploratory Data Analysis/11 - Modifying or removing unwanted data.mp4
53.53 MB
3 - Exploratory Data Analysis/11 - Modifying or removing unwanted data.srt
11.04 KB
3 - Exploratory Data Analysis/12 - Retrieving Data.mp4
51.04 MB
3 - Exploratory Data Analysis/12 - Retrieving Data.srt
8.78 KB
3 - Exploratory Data Analysis/13 - Statistical Information.mp4
83.06 MB
3 - Exploratory Data Analysis/13 - Statistical Information.srt
15 KB
3 - Exploratory Data Analysis/14 - Drawing Graphs.mp4
134.74 MB
3 - Exploratory Data Analysis/14 - Drawing Graphs.srt
20.01 KB
3 - Exploratory Data Analysis/15 - EDA Assignment.mp4
4.96 MB
3 - Exploratory Data Analysis/15 - EDA Assignment.srt
917 B
3 - Exploratory Data Analysis/15 - titanic.csv
59.76 KB
4 - Outliers/16 - 3.Outliers.docx
20.38 KB
4 - Outliers/16 - solid-waste.csv
618 B
4 - Outliers/16 - What is Outliers.mp4
22.96 MB
4 - Outliers/16 - What is Outliers.srt
4.76 KB
4 - Outliers/17 - Finding the Outliers.mp4
50.51 MB
4 - Outliers/17 - Finding the Outliers.srt
10.93 KB
4 - Outliers/18 - IQR and handling the outliers.mp4
120.44 MB
4 - Outliers/18 - IQR and handling the outliers.srt
22.45 KB
4 - Outliers/18 - Outliers-Assignment.docx
11.19 KB
4 - Outliers/18 - solid-waste.csv
618 B
5 - Simple Linear Regression/19 - 4.Simple-Linear-Regression.docx
55.18 KB
5 - Simple Linear Regression/19 - What is Regression.mp4
7.4 MB
5 - Simple Linear Regression/19 - What is Regression.srt
2.16 KB
5 - Simple Linear Regression/20 - What is simple liner regression model.mp4
33.83 MB
5 - Simple Linear Regression/20 - What is simple liner regression model.srt
9.47 KB
5 - Simple Linear Regression/21 - What is rsquared Value.mp4
17.49 MB
5 - Simple Linear Regression/21 - What is rsquared Value.srt
4.38 KB
5 - Simple Linear Regression/22 - homeprices.csv
71 B
5 - Simple Linear Regression/22 - Simple linear regression Program1.mp4
95.53 MB
5 - Simple Linear Regression/22 - Simple linear regression Program1.srt
21.23 KB
5 - Simple Linear Regression/23 - canada-percapita-Assignment.csv
860 B
5 - Simple Linear Regression/23 - salary-data.csv
172 B
5 - Simple Linear Regression/23 - Simple linear regression Program2train and test data.mp4
103.81 MB
5 - Simple Linear Regression/23 - Simple linear regression Program2train and test data.srt
24.23 KB
6 - Multiple Linear Regression/24 - 5.Mutiple-Linear-Regression.docx
20.67 KB
6 - Multiple Linear Regression/24 - What is Multiple Linear Regression.mp4
82.23 MB
6 - Multiple Linear Regression/24 - What is Multiple Linear Regression.srt
17.81 KB
6 - Multiple Linear Regression/25 - homeprices-2.csv
130 B
6 - Multiple Linear Regression/25 - Housing.csv
29.28 KB
6 - Multiple Linear Regression/25 - Multiple Linear Regression program 1.mp4
118.59 MB
6 - Multiple Linear Regression/25 - Multiple Linear Regression program 1.srt
24.26 KB
7 - One Hot Encoding/26 - 6.One-Hot-Encoding.docx
20.35 KB
7 - One Hot Encoding/26 - What Is One Hot Encoding.mp4
14.94 MB
7 - One Hot Encoding/26 - What Is One Hot Encoding.srt
4.15 KB
7 - One Hot Encoding/27 - One Hot EncodingFirst way.mp4
18.1 MB
7 - One Hot Encoding/27 - One Hot EncodingFirst way.srt
4.1 KB
7 - One Hot Encoding/28 - One Hot EncodingSecond way.mp4
9.7 MB
7 - One Hot Encoding/28 - One Hot EncodingSecond way.srt
2.38 KB
7 - One Hot Encoding/29 - homeprices-3.csv
366 B
7 - One Hot Encoding/29 - One Hot EncodingProgram 1.mp4
128.87 MB
7 - One Hot Encoding/29 - One Hot EncodingProgram 1.srt
27.34 KB
7 - One Hot Encoding/30 - carprices-Assignment.csv
378 B
7 - One Hot Encoding/30 - homeprices-3.csv
366 B
7 - One Hot Encoding/30 - One Hot EncodingProgram 2Third way.mp4
86.91 MB
7 - One Hot Encoding/30 - One Hot EncodingProgram 2Third way.srt
16.5 KB
8 - Polynomial Linear Regression/31 - 7.Polynomial-Linear-Regression.docx
30.29 KB
8 - Polynomial Linear Regression/31 - What is Polynomial Linear Regression.mp4
26.31 MB
8 - Polynomial Linear Regression/31 - What is Polynomial Linear Regression.srt
6.01 KB
8 - Polynomial Linear Regression/32 - Polynomial Linear Regression Program1.mp4
124 MB
8 - Polynomial Linear Regression/32 - Polynomial Linear Regression Program1.srt
24.91 KB
8 - Polynomial Linear Regression/32 - salary-experience-Assignment.csv
445 B
8 - Polynomial Linear Regression/32 - salary-position.csv
308 B
9 - Ridge Regression/33 - 8.Ridge-Regression.docx
122.6 KB
9 - Ridge Regression/33 - What is Bias and Variance.mp4
21.32 MB
9 - Ridge Regression/33 - What is Bias and Variance.srt
5.62 KB
9 - Ridge Regression/34 - What is Regularization.mp4
39.12 MB
9 - Ridge Regression/34 - What is Regularization.srt
5.76 KB
9 - Ridge Regression/35 - Ridge RegressionProgram 1.mp4
144.57 MB
9 - Ridge Regression/35 - Ridge RegressionProgram 1.srt
27.52 KB
9 - Ridge Regression/35 - test.csv
55 B
9 - Ridge Regression/35 - train.csv
59 B
9 - Ridge Regression/36 - boston-houses.csv
34.19 KB
9 - Ridge Regression/36 - Ridge RegressionAssignment.mp4
9.5 MB
9 - Ridge Regression/36 - Ridge RegressionAssignment.srt
2.59 KB
10 - Lasso Regression/37 - 9.Lasso-Regression.docx
17.51 KB
10 - Lasso Regression/37 - Advertising-Assignment.csv
4.64 KB
10 - Lasso Regression/37 - boston-houses.csv
34.19 KB
10 - Lasso Regression/37 - What is Lasso regression and practice program1.mp4
127.27 MB
10 - Lasso Regression/37 - What is Lasso regression and practice program1.srt
23.84 KB
11 - ElasticNet Regression/38 - 10.ElasticNet-Regression.mp4
124.17 MB
11 - ElasticNet Regression/38 - 10.ElasticNet-Regression.srt
24.06 KB
11 - ElasticNet Regression/38 - boston-houses.csv
34.19 KB
11 - ElasticNet Regression/38 - diabetes-Assignment.csv
23.32 KB
11 - ElasticNet Regression/38 - what is ElasticNet Regression and practice program1.mp4
124.78 MB
11 - ElasticNet Regression/38 - what is ElasticNet Regression and practice program1.srt
23.25 KB
12 - Logistic Regression/39 - 11.Logistic-Regression.docx
18.63 KB
12 - Logistic Regression/39 - HR-comma.csv
553.5 KB
12 - Logistic Regression/39 - insurance-data-Assignment.csv
155 B
12 - Logistic Regression/39 - What is Logistic Regression and program1.mp4
190.76 MB
12 - Logistic Regression/39 - What is Logistic Regression and program1.srt
37.23 KB
13 - Support Vector MachineSVM/40 - 12.Support-vector-machine-SVM.docx
319.63 KB
13 - Support Vector MachineSVM/40 - What is Support Vector Machine.mp4
163.49 MB
13 - Support Vector MachineSVM/40 - What is Support Vector Machine.srt
35.28 KB
14 - Naive Bayes Classification/41 - 13.Naive-Bayes-Classification.docx
26.02 KB
14 - Naive Bayes Classification/41 - What is Naive Bayes Classification.mp4
37.14 MB
14 - Naive Bayes Classification/41 - What is Naive Bayes Classification.srt
8.89 KB
14 - Naive Bayes Classification/42 - cricket.csv
438 B
14 - Naive Bayes Classification/42 - Naive Bayes Classification Program1.mp4
97.49 MB
14 - Naive Bayes Classification/42 - Naive Bayes Classification Program1.srt
18.41 KB
14 - Naive Bayes Classification/43 - Naive Bayes Classification Program2.mp4
142.63 MB
14 - Naive Bayes Classification/43 - Naive Bayes Classification Program2.srt
24.52 KB
14 - Naive Bayes Classification/43 - spam.csv
490.79 KB
15 - KNN Classifier/44 - 14.KNN-Classifier.docx
44.15 KB
15 - KNN Classifier/44 - breast-cancer.csv
19.84 KB
15 - KNN Classifier/44 - diabetes-Assignment.csv
23.32 KB
15 - KNN Classifier/44 - KNN Classifer defination and its practice program1.mp4
153.42 MB
15 - KNN Classifier/44 - KNN Classifer defination and its practice program1.srt
26.6 KB
16 - Decision Trees/45 - 15.Decision-Trees.docx
70.17 KB
16 - Decision Trees/45 - cricket.csv
438 B
16 - Decision Trees/45 - Decision Trees Defination and its program1.mp4
137.18 MB
16 - Decision Trees/45 - Decision Trees Defination and its program1.srt
24.66 KB
16 - Decision Trees/45 - salaries-Assignment.csv
638 B
17 - Random Forest/46 - 16.Random-Forest.docx
261.8 KB
17 - Random Forest/46 - Random Forest Defination and its practice program1.mp4
195.06 MB
17 - Random Forest/46 - Random Forest Defination and its practice program1.srt
39.8 KB
17 - Random Forest/46 - salary-experience-Assignment.csv
445 B
18 - KMeans Clusteringunsupervised model/47 - 17.K-Means-Clustering.docx
390.65 KB
18 - KMeans Clusteringunsupervised model/47 - What is KMeans Clustering.mp4
46.11 MB
18 - KMeans Clusteringunsupervised model/47 - What is KMeans Clustering.srt
11.67 KB
18 - KMeans Clusteringunsupervised model/48 - 17.K-Means-Clustering.docx
390.65 KB
18 - KMeans Clusteringunsupervised model/48 - income.csv
381 B
18 - KMeans Clusteringunsupervised model/48 - KMeans Clustering Program1.mp4
208.67 MB
18 - KMeans Clusteringunsupervised model/48 - KMeans Clustering Program1.srt
34.59 KB
19 - Apriori Algorithm/49 - 18.Apriori-Algorithm.docx
15.97 KB
19 - Apriori Algorithm/49 - market.csv
420.96 KB
19 - Apriori Algorithm/49 - What is Apriori Algorithm.mp4
73.94 MB
19 - Apriori Algorithm/49 - What is Apriori Algorithm.srt
14.38 KB
20 - Principle Component AnalysisPCA/50 - 19.Principal-Component-Analysis-PCA.docx
66.42 KB
20 - Principle Component AnalysisPCA/50 - what is Principle Component AnalysisPCA.mp4
44.78 MB
20 - Principle Component AnalysisPCA/50 - what is Principle Component AnalysisPCA.srt
7.59 KB
20 - Principle Component AnalysisPCA/51 - Principle Component Analysis Program1.mp4
170.78 MB
20 - Principle Component AnalysisPCA/51 - Principle Component Analysis Program1.srt
35.3 KB
20 - Principle Component AnalysisPCA/52 - Principle Component Analysis Program2.mp4
46.02 MB
20 - Principle Component AnalysisPCA/52 - Principle Component Analysis Program2.srt
8.2 KB
20 - Principle Component AnalysisPCA/53 - Principle Component AnalysisAssignment.mp4
4.49 MB
20 - Principle Component AnalysisPCA/53 - Principle Component AnalysisAssignment.srt
1.18 KB
21 - KFold Cross Validation/54 - 20.K-Fold-Cross-Validation.docx
14.86 KB
21 - KFold Cross Validation/54 - What is KFold Cross Validation.mp4
39.88 MB
21 - KFold Cross Validation/54 - What is KFold Cross Validation.srt
7.92 KB
21 - KFold Cross Validation/55 - KFold Cross Validation Program1.mp4
49.75 MB
21 - KFold Cross Validation/55 - KFold Cross Validation Program1.srt
11.65 KB
22 - Model Selection/56 - 21.Model-Selection.docx
22.89 KB
22 - Model Selection/56 - What is Model Selection.mp4
64.42 MB
22 - Model Selection/56 - What is Model Selection.srt
15.5 KB
22 - Model Selection/57 - Model Selection Program1.mp4
190.63 MB
22 - Model Selection/57 - Model Selection Program1.srt
27.61 KB
22 - Model Selection/57 - processed.csv
11.06 KB
23 - Assignment Solutions/58 - Assignment Solutions.mp4
1.48 MB
23 - Assignment Solutions/58 - Assignment Solutions.srt
293 B
23 - Assignment Solutions/58 - Decision-Trees-Assignment-solution.docx
12.04 KB
23 - Assignment Solutions/58 - EDA-assignment-solution.docx
13.47 KB
23 - Assignment Solutions/58 - ElasticNet-Regression-Assignment-solution.docx
12.58 KB
23 - Assignment Solutions/58 - K-Fold-Cross-Validation-Assignment-solution.docx
11.67 KB
23 - Assignment Solutions/58 - K-Means-Clustering-Assignment-Solution.docx
33.82 KB
23 - Assignment Solutions/58 - KNN-Classifier-Assignment-Solution.docx
13.86 KB
23 - Assignment Solutions/58 - Lasso-regression-Assignment-Solution.docx
13.05 KB
23 - Assignment Solutions/58 - Logistic-regression-Assignment-solution.docx
30.82 KB
23 - Assignment Solutions/58 - Multiple-linear-regression-Assignment-solution.docx
12.03 KB
23 - Assignment Solutions/58 - Naive-Bayes-classification-Assignment-solution.docx
12.38 KB
23 - Assignment Solutions/58 - OneHotEncoding-Assignment-solution.docx
13.88 KB
23 - Assignment Solutions/58 - Outlier-Assignment-solution.docx
13.96 KB
23 - Assignment Solutions/58 - Polynomial-Linear-Regression-Assignment-solution.docx
13.64 KB
23 - Assignment Solutions/58 - Principle-component-analysis-Assignment-solution.docx
48.29 KB
23 - Assignment Solutions/58 - Random-Forest-Assignment-solution.docx
27.13 KB
23 - Assignment Solutions/58 - Ridge-regression-assignment-solution.docx
13.33 KB
23 - Assignment Solutions/58 - Simple-Linear-Regression-Assignment-Solution.docx
13.47 KB
23 - Assignment Solutions/58 - support-Vector-Machine-SVM-Assignment-solution.docx
13.09 KB