Udemy Complete Machine Learning Course With Python | 9BAEED7F9A21614D02F01DB34CC5AEB0D37E3A26

Udemy Complete Machine Learning Course With Python

Name	Udemy Complete Machine Learning Course With Python	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	5.1 GB
Total Files	194
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Hash	9BAEED7F9A21614D02F01DB34CC5AEB0D37E3A26

/1 - Introduction/
1 - cars.csv	39.0 KB
1 - What Is Machine learning.mp4	14.8 MB
1 - What Is Machine learning.srt	4.4 KB
1 - what-is-machine-learning.docx	251.6 KB
2 - Key Skills needed to learn Machine learning.mp4	9.0 MB
2 - Key Skills needed to learn Machine learning.srt	2.7 KB
3 - Supervised learning vs Unsupervised Learning.mp4	32.0 MB
3 - Supervised learning vs Unsupervised Learning.srt	8.2 KB
4 - Dependent Variable vs Independent Variable.mp4	16.1 MB
4 - Dependent Variable vs Independent Variable.srt	3.8 KB
5 - What Does This Course Cover.mp4	10.5 MB
5 - What Does This Course Cover.srt	2.2 KB
6 - Basic Python Concepts.mp4	509.0 MB
6 - Basic Python Concepts.srt	146.0 KB
6 - Complete-basic-Python-in-90-mins.docx	424.4 KB
/2 - Introduction to Machine Learning and Anaconda Installation/
7 - 1.Introduction-to-Machine-Learning.docx	111.8 KB
7 - Introduction to Machine Learning.mp4	119.8 MB
7 - Introduction to Machine Learning.srt	33.5 KB
8 - Anaconda-installation-machine-learning.docx	12.4 KB
8 - Anconda Installation.mp4	72.2 MB
8 - Anconda Installation.srt	0.1 KB
/3 - Exploratory Data Analysis/
9 - 2.Exploratory-Data-Analysis.docx	43.5 KB
9 - What is Exploratory Data AnalysisEDA.mp4	26.0 MB
9 - What is Exploratory Data AnalysisEDA.srt	5.5 KB
10 - knowing initial details of dataset.mp4	33.7 MB
10 - knowing initial details of dataset.srt	8.2 KB
11 - Modifying or removing unwanted data.mp4	56.1 MB
11 - Modifying or removing unwanted data.srt	11.3 KB
12 - Retrieving Data.mp4	53.5 MB
12 - Retrieving Data.srt	9.0 KB
13 - Statistical Information.mp4	87.1 MB
13 - Statistical Information.srt	15.4 KB
14 - Drawing Graphs.mp4	141.3 MB
14 - Drawing Graphs.srt	20.5 KB
15 - EDA Assignment.mp4	5.2 MB
15 - EDA Assignment.srt	0.9 KB
15 - titanic.csv	61.2 KB
/4 - Outliers/
16 - 3.Outliers.docx	20.9 KB
16 - solid-waste.csv	0.6 KB
16 - What is Outliers.mp4	24.1 MB
16 - What is Outliers.srt	4.9 KB
17 - Finding the Outliers.mp4	53.0 MB
17 - Finding the Outliers.srt	11.2 KB
18 - IQR and handling the outliers.mp4	126.3 MB
18 - IQR and handling the outliers.srt	23.0 KB
18 - Outliers-Assignment.docx	11.5 KB
18 - solid-waste.csv	0.6 KB
/5 - Simple Linear Regression/
19 - 4.Simple-Linear-Regression.docx	56.5 KB
19 - What is Regression.mp4	7.8 MB
19 - What is Regression.srt	2.2 KB
20 - What is simple liner regression model.mp4	35.5 MB
20 - What is simple liner regression model.srt	9.7 KB
21 - What is rsquared Value.mp4	18.3 MB
21 - What is rsquared Value.srt	4.5 KB
22 - homeprices.csv	0.1 KB
22 - Simple linear regression Program1.mp4	100.2 MB
22 - Simple linear regression Program1.srt	21.7 KB
23 - canada-percapita-Assignment.csv	0.9 KB
23 - salary-data.csv	0.2 KB
23 - Simple linear regression Program2train and test data.mp4	108.9 MB
23 - Simple linear regression Program2train and test data.srt	24.8 KB
/6 - Multiple Linear Regression/
24 - 5.Mutiple-Linear-Regression.docx	21.2 KB
24 - What is Multiple Linear Regression.mp4	86.2 MB
24 - What is Multiple Linear Regression.srt	18.2 KB
25 - homeprices-2.csv	0.1 KB
25 - Housing.csv	30.0 KB
25 - Multiple Linear Regression program 1.mp4	124.3 MB
25 - Multiple Linear Regression program 1.srt	24.8 KB
/7 - One Hot Encoding/
26 - 6.One-Hot-Encoding.docx	20.8 KB
26 - What Is One Hot Encoding.mp4	15.7 MB
26 - What Is One Hot Encoding.srt	4.3 KB
27 - One Hot EncodingFirst way.mp4	19.0 MB
27 - One Hot EncodingFirst way.srt	4.2 KB
28 - One Hot EncodingSecond way.mp4	10.2 MB
28 - One Hot EncodingSecond way.srt	2.4 KB
29 - homeprices-3.csv	0.4 KB
29 - One Hot EncodingProgram 1.mp4	135.1 MB
29 - One Hot EncodingProgram 1.srt	28.0 KB
30 - carprices-Assignment.csv	0.4 KB
30 - homeprices-3.csv	0.4 KB
30 - One Hot EncodingProgram 2Third way.mp4	91.1 MB
30 - One Hot EncodingProgram 2Third way.srt	16.9 KB
/8 - Polynomial Linear Regression/
31 - 7.Polynomial-Linear-Regression.docx	31.0 KB
31 - What is Polynomial Linear Regression.mp4	27.6 MB
31 - What is Polynomial Linear Regression.srt	6.2 KB
32 - Polynomial Linear Regression Program1.mp4	130.0 MB
32 - Polynomial Linear Regression Program1.srt	25.5 KB
32 - salary-experience-Assignment.csv	0.4 KB
32 - salary-position.csv	0.3 KB
/9 - Ridge Regression/
33 - 8.Ridge-Regression.docx	125.5 KB
33 - What is Bias and Variance.mp4	22.4 MB
33 - What is Bias and Variance.srt	5.8 KB
34 - What is Regularization.mp4	41.0 MB
34 - What is Regularization.srt	5.9 KB
35 - Ridge RegressionProgram 1.mp4	151.6 MB
35 - Ridge RegressionProgram 1.srt	28.2 KB
35 - test.csv	0.1 KB
35 - train.csv	0.1 KB
36 - boston-houses.csv	35.0 KB
36 - Ridge RegressionAssignment.mp4	10.0 MB
36 - Ridge RegressionAssignment.srt	2.7 KB
/10 - Lasso Regression/
37 - 9.Lasso-Regression.docx	17.9 KB
37 - Advertising-Assignment.csv	4.8 KB
37 - boston-houses.csv	35.0 KB
37 - What is Lasso regression and practice program1.mp4	133.5 MB
37 - What is Lasso regression and practice program1.srt	24.4 KB
/11 - ElasticNet Regression/
38 - 10.ElasticNet-Regression.mp4	130.2 MB
38 - 10.ElasticNet-Regression.srt	24.6 KB
38 - boston-houses.csv	35.0 KB
38 - diabetes-Assignment.csv	23.9 KB
38 - what is ElasticNet Regression and practice program1.mp4	130.8 MB
38 - what is ElasticNet Regression and practice program1.srt	23.8 KB
/12 - Logistic Regression/
39 - 11.Logistic-Regression.docx	19.1 KB
39 - HR-comma.csv	566.8 KB
39 - insurance-data-Assignment.csv	0.2 KB
39 - What is Logistic Regression and program1.mp4	200.0 MB
39 - What is Logistic Regression and program1.srt	38.1 KB
/13 - Support Vector MachineSVM/
40 - 12.Support-vector-machine-SVM.docx	327.3 KB
40 - What is Support Vector Machine.mp4	171.4 MB
40 - What is Support Vector Machine.srt	36.1 KB
/14 - Naive Bayes Classification/
41 - 13.Naive-Bayes-Classification.docx	26.6 KB
41 - What is Naive Bayes Classification.mp4	38.9 MB
41 - What is Naive Bayes Classification.srt	9.1 KB
42 - cricket.csv	0.4 KB
42 - Naive Bayes Classification Program1.mp4	102.2 MB
42 - Naive Bayes Classification Program1.srt	18.8 KB
43 - Naive Bayes Classification Program2.mp4	149.6 MB
43 - Naive Bayes Classification Program2.srt	25.1 KB
43 - spam.csv	502.6 KB
/15 - KNN Classifier/
44 - 14.KNN-Classifier.docx	45.2 KB
44 - breast-cancer.csv	20.3 KB
44 - diabetes-Assignment.csv	23.9 KB
44 - KNN Classifer defination and its practice program1.mp4	160.9 MB
44 - KNN Classifer defination and its practice program1.srt	27.2 KB
/16 - Decision Trees/
45 - 15.Decision-Trees.docx	71.9 KB
45 - cricket.csv	0.4 KB
45 - Decision Trees Defination and its program1.mp4	143.8 MB
45 - Decision Trees Defination and its program1.srt	25.2 KB
45 - salaries-Assignment.csv	0.6 KB
/17 - Random Forest/
46 - 16.Random-Forest.docx	268.1 KB
46 - Random Forest Defination and its practice program1.mp4	204.5 MB
46 - Random Forest Defination and its practice program1.srt	40.8 KB
46 - salary-experience-Assignment.csv	0.4 KB
/18 - KMeans Clusteringunsupervised model/
47 - 17.K-Means-Clustering.docx	400.0 KB
47 - What is KMeans Clustering.mp4	48.3 MB
47 - What is KMeans Clustering.srt	12.0 KB
48 - 17.K-Means-Clustering.docx	400.0 KB
48 - income.csv	0.4 KB
48 - KMeans Clustering Program1.mp4	218.8 MB
48 - KMeans Clustering Program1.srt	35.4 KB
/19 - Apriori Algorithm/
49 - 18.Apriori-Algorithm.docx	16.4 KB
49 - market.csv	431.1 KB
49 - What is Apriori Algorithm.mp4	77.5 MB
49 - What is Apriori Algorithm.srt	14.7 KB
/20 - Principle Component AnalysisPCA/
50 - 19.Principal-Component-Analysis-PCA.docx	68.0 KB
50 - what is Principle Component AnalysisPCA.mp4	47.0 MB
50 - what is Principle Component AnalysisPCA.srt	7.8 KB
51 - Principle Component Analysis Program1.mp4	179.1 MB
51 - Principle Component Analysis Program1.srt	36.2 KB
52 - Principle Component Analysis Program2.mp4	48.3 MB
52 - Principle Component Analysis Program2.srt	8.4 KB
53 - Principle Component AnalysisAssignment.mp4	4.7 MB
53 - Principle Component AnalysisAssignment.srt	1.2 KB
/21 - KFold Cross Validation/
54 - 20.K-Fold-Cross-Validation.docx	15.2 KB
54 - What is KFold Cross Validation.mp4	41.8 MB
54 - What is KFold Cross Validation.srt	8.1 KB
55 - KFold Cross Validation Program1.mp4	52.2 MB
55 - KFold Cross Validation Program1.srt	11.9 KB
/22 - Model Selection/
56 - 21.Model-Selection.docx	23.4 KB
56 - What is Model Selection.mp4	67.5 MB
56 - What is Model Selection.srt	15.9 KB
57 - Model Selection Program1.mp4	199.9 MB
57 - Model Selection Program1.srt	28.3 KB
57 - processed.csv	11.3 KB
/23 - Assignment Solutions/
58 - Assignment Solutions.mp4	1.6 MB
58 - Assignment Solutions.srt	0.3 KB
58 - Decision-Trees-Assignment-solution.docx	12.3 KB
58 - EDA-assignment-solution.docx	13.8 KB
58 - ElasticNet-Regression-Assignment-solution.docx	12.9 KB
58 - K-Fold-Cross-Validation-Assignment-solution.docx	11.9 KB
58 - K-Means-Clustering-Assignment-Solution.docx	34.6 KB
58 - KNN-Classifier-Assignment-Solution.docx	14.2 KB
58 - Lasso-regression-Assignment-Solution.docx	13.4 KB
58 - Logistic-regression-Assignment-solution.docx	31.6 KB
58 - Multiple-linear-regression-Assignment-solution.docx	12.3 KB
58 - Naive-Bayes-classification-Assignment-solution.docx	12.7 KB
58 - OneHotEncoding-Assignment-solution.docx	14.2 KB
58 - Outlier-Assignment-solution.docx	14.3 KB
58 - Polynomial-Linear-Regression-Assignment-solution.docx	14.0 KB
58 - Principle-component-analysis-Assignment-solution.docx	49.5 KB
58 - Random-Forest-Assignment-solution.docx	27.8 KB
58 - Ridge-regression-assignment-solution.docx	13.6 KB
58 - Simple-Linear-Regression-Assignment-Solution.docx	13.8 KB
58 - support-Vector-Machine-SVM-Assignment-solution.docx	13.4 KB
Total files 194