Download Udemy | A-Z Machine Learning using Azure Machine Learning (AzureML) [FTU] Torrent

Torrent Contents Size: 1.93 GB

Udemy | A-Z Machine Learning using Azure Machine Learning (AzureML) [FTU]

0. Websites you may like

0. (1Hack.Us) Premium Tutorials-Guides-Articles & Community based Forum.url	URL	377 B
1. (FreeTutorials.Us) Download Udemy Paid Courses For Free.url	URL	328 B
2. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url	URL	286 B
3. (NulledPremium.com) Download E-Learning, E-Books, Audio-Books, Comics, & more..etc.url	URL	163 B
4. (FTUApps.com) Download Cracked Developers Applications For Free.url	URL	239 B
How you can help Team-FTU.txt	TXT	229 B

1. Basics of Machine Learning

1. What You Will Learn in This Section.mp4	MP4	19.19 MB
1. What You Will Learn in This Section.srt	SRT	2.56 KB
1. What You Will Learn in This Section.vtt	VTT	2.32 KB
2. The course slides for all sections.html	HTML	336 B
2.1 Section 01 - Basics of Machine Learning.pdf.pdf	PDF	1.84 MB
2.10 Section 05 - Tune Hyperparameter.pdf.pdf	PDF	1.19 MB
2.11 Section 11 - Recommendation System.pdf.pdf	PDF	3.09 MB
2.12 Section 10 - Feature Selection.pdf.pdf	PDF	2.95 MB
2.13 Section 03 - Data Pre-processing.pdf.pdf	PDF	1.01 MB
2.14 Section 09 - Data Processing.pdf.pdf	PDF	2.83 MB
2.2 Section 06 - Deploy Webservice.pdf.pdf	PDF	702.45 KB
2.3 Section - Text Analytics.pdf.pdf	PDF	2.02 MB
2.4 Section 02 - Getting Started with AzureML.pdf.pdf	PDF	2.68 MB
2.5 Section 07 - Regression.pdf.pdf	PDF	2.82 MB
2.6 Section 04 - Classification - 001 - Logistic Regression.pdf.pdf	PDF	1.4 MB
2.7 Section 08 - Clustering.pdf.pdf	PDF	1.54 MB
2.8 Section 04 - Classification - 003 - SVM.pdf.pdf	PDF	1.12 MB
2.9 Section 04 - Classification - 002 - Decision Tree.pdf.pdf	PDF	3.4 MB
3. Important Message About Udemy Reviews.mp4	MP4	19.24 MB
3. Important Message About Udemy Reviews.srt	SRT	4.19 KB
3. Important Message About Udemy Reviews.vtt	VTT	3.66 KB
4. Why Machine Learning is the Future.mp4	MP4	68.71 MB
4. Why Machine Learning is the Future.srt	SRT	10.12 KB
4. Why Machine Learning is the Future.vtt	VTT	9.22 KB
5. What is Machine Learning.mp4	MP4	18.49 MB
5. What is Machine Learning.srt	SRT	10.74 KB
5. What is Machine Learning.vtt	VTT	9.74 KB
6. Understanding various aspects of data - Type, Variables, Category.mp4	MP4	13.61 MB
6. Understanding various aspects of data - Type, Variables, Category.srt	SRT	7.92 KB
6. Understanding various aspects of data - Type, Variables, Category.vtt	VTT	7.11 KB
7. Common Machine Learning Terms - Probability, Mean, Mode, Median, Range.mp4	MP4	13.3 MB
7. Common Machine Learning Terms - Probability, Mean, Mode, Median, Range.srt	SRT	8.28 KB
7. Common Machine Learning Terms - Probability, Mean, Mode, Median, Range.vtt	VTT	7.46 KB
8. Types of Machine Learning Models - Classification, Regression, Clustering etc.mp4	MP4	19.04 MB
8. Types of Machine Learning Models - Classification, Regression, Clustering etc.srt	SRT	10 KB
8. Types of Machine Learning Models - Classification, Regression, Clustering etc.vtt	VTT	9.16 KB
9. Basics of Machine Learning.html	HTML	140 B

10. Feature Selection - Select a..highest impact

1. Feature Selection - Section Introduction.mp4	MP4	7.73 MB
1. Feature Selection - Section Introduction.srt	SRT	6.87 KB
1. Feature Selection - Section Introduction.vtt	VTT	6.23 KB
2. Pearson Correlation Coefficient.mp4	MP4	47.22 MB
2. Pearson Correlation Coefficient.srt	SRT	7.51 KB
2. Pearson Correlation Coefficient.vtt	VTT	6.57 KB
3. Chi Square Test of Independence.mp4	MP4	8.28 MB
3. Chi Square Test of Independence.srt	SRT	6.01 KB
3. Chi Square Test of Independence.vtt	VTT	5.43 KB
4. Kendall Correlation Coefficient.mp4	MP4	6.7 MB
4. Kendall Correlation Coefficient.srt	SRT	4.42 KB
4. Kendall Correlation Coefficient.vtt	VTT	3.98 KB
5. Spearman's Rank Correlation.mp4	MP4	6.37 MB
5. Spearman's Rank Correlation.srt	SRT	3.96 KB
5. Spearman's Rank Correlation.vtt	VTT	3.6 KB
6. [Hands On] - Comparison Experiment for Correlation Coefficients.mp4	MP4	13.19 MB
6. [Hands On] - Comparison Experiment for Correlation Coefficients.srt	SRT	7.83 KB
6. [Hands On] - Comparison Experiment for Correlation Coefficients.vtt	VTT	7.08 KB
7. [Hands On] - Filter Based Selection - AzureML Experiment.mp4	MP4	6.38 MB
7. [Hands On] - Filter Based Selection - AzureML Experiment.srt	SRT	3.85 KB
7. [Hands On] - Filter Based Selection - AzureML Experiment.vtt	VTT	3.51 KB
8. Fisher Based LDA - Intuition.mp4	MP4	24.08 MB
8. Fisher Based LDA - Intuition.srt	SRT	5.5 KB
8. Fisher Based LDA - Intuition.vtt	VTT	4.99 KB
9. [Hands On] - Fisher Based LDA - Experiment.mp4	MP4	61.14 MB
9. [Hands On] - Fisher Based LDA - Experiment.srt	SRT	6.46 KB
9. [Hands On] - Fisher Based LDA - Experiment.vtt	VTT	5.81 KB
9.1 Wine-Low-Medium-High.csv.csv	CSV	95.36 KB

11. Recommendation System

1. What is a Recommendation System.mp4	MP4	34.96 MB
1. What is a Recommendation System.srt	SRT	16.09 KB
1. What is a Recommendation System.vtt	VTT	14.55 KB
2. Data Preparation using Recommender Split.mp4	MP4	14.92 MB
2. Data Preparation using Recommender Split.srt	SRT	8.02 KB
2. Data Preparation using Recommender Split.vtt	VTT	7.29 KB
3. What is Matchbox Recommender and Train Matchbox Recommender.mp4	MP4	14.56 MB
3. What is Matchbox Recommender and Train Matchbox Recommender.srt	SRT	7.99 KB
3. What is Matchbox Recommender and Train Matchbox Recommender.vtt	VTT	7.25 KB
4. How to Score the Matchbox Recommender.mp4	MP4	10.94 MB
4. How to Score the Matchbox Recommender.srt	SRT	5.73 KB
4. How to Score the Matchbox Recommender.vtt	VTT	5.18 KB
5. [Hands On] - Restaurant Recommendation Experiment.mp4	MP4	36.18 MB
5. [Hands On] - Restaurant Recommendation Experiment.srt	SRT	12.58 KB
5. [Hands On] - Restaurant Recommendation Experiment.vtt	VTT	11.28 KB
6. Understanding the Matchbox Recommendation Results.mp4	MP4	17.44 MB
6. Understanding the Matchbox Recommendation Results.srt	SRT	7.97 KB
6. Understanding the Matchbox Recommendation Results.vtt	VTT	7.2 KB
7. Recommendation System.html	HTML	141 B

12. Text Analytics and Natural Language Processing

1. What is Text Analytics or Natural Language Processing.mp4	MP4	44.84 MB
1. What is Text Analytics or Natural Language Processing.srt	SRT	8.35 KB
1. What is Text Analytics or Natural Language Processing.vtt	VTT	7.39 KB
2. Text Pre-Processing.mp4	MP4	54.61 MB
2. Text Pre-Processing.srt	SRT	15.19 KB
2. Text Pre-Processing.vtt	VTT	13.22 KB
3. Bag Of Words and N-Gram Models for Text features.mp4	MP4	49.96 MB
3. Bag Of Words and N-Gram Models for Text features.srt	SRT	8.59 KB
3. Bag Of Words and N-Gram Models for Text features.vtt	VTT	7.56 KB
4. Feature Hashing.mp4	MP4	75.17 MB
4. Feature Hashing.srt	SRT	14.55 KB
4. Feature Hashing.vtt	VTT	12.73 KB
5. [Hands On] - Classify Customer Complaints using Text Analytics.mp4	MP4	87.43 MB
5. [Hands On] - Classify Customer Complaints using Text Analytics.srt	SRT	10.99 KB
5. [Hands On] - Classify Customer Complaints using Text Analytics.vtt	VTT	9.59 KB
5.1 two-class complaints modified.txt.txt	TXT	47.39 KB

13. Thank You and Bonus Lecture

1. Way Forward.mp4	MP4	49.99 MB
1. Way Forward.srt	SRT	5.43 KB
1. Way Forward.vtt	VTT	4.94 KB
1.1 Links for datasets.pdf.pdf	PDF	261.42 KB
2. Bonus Lecture.html	HTML	6.89 KB

2. Getting Started with Azure ML

1. What You Will Learn in This Section.mp4	MP4	13.56 MB
1. What You Will Learn in This Section.srt	SRT	2.33 KB
1. What You Will Learn in This Section.vtt	VTT	2.12 KB
2. What is Azure ML and high level architecture..mp4	MP4	23.21 MB
2. What is Azure ML and high level architecture..srt	SRT	3.8 KB
2. What is Azure ML and high level architecture..vtt	VTT	3.47 KB
3. Creating a Free Azure ML Account.mp4	MP4	13.42 MB
3. Creating a Free Azure ML Account.srt	SRT	2.41 KB
3. Creating a Free Azure ML Account.vtt	VTT	2.18 KB
4. Azure ML Studio Overview and walk-through.mp4	MP4	12.17 MB
4. Azure ML Studio Overview and walk-through.srt	SRT	5.01 KB
4. Azure ML Studio Overview and walk-through.vtt	VTT	4.54 KB
5. Azure ML Experiment Workflow.mp4	MP4	13.22 MB
5. Azure ML Experiment Workflow.srt	SRT	7.38 KB
5. Azure ML Experiment Workflow.vtt	VTT	6.74 KB
6. Azure ML Cheat Sheet for Model Selection.mp4	MP4	11.26 MB
6. Azure ML Cheat Sheet for Model Selection.srt	SRT	6.42 KB
6. Azure ML Cheat Sheet for Model Selection.vtt	VTT	5.83 KB
6.1 ml_studio_overview_v1.1.pdf.pdf	PDF	2.25 MB
6.2 microsoft-machine-learning-algorithm-cheat-sheet-v6.pdf.pdf	PDF	404.1 KB
7. Getting Started with AzureML.html	HTML	140 B

3. Data Processing

1. [Hands On] - Data Input-Output - Upload Data.mp4	MP4	50.99 MB
1. [Hands On] - Data Input-Output - Upload Data.srt	SRT	7.94 KB
1. [Hands On] - Data Input-Output - Upload Data.vtt	VTT	7.17 KB
1.1 Employee Dataset - Full.csv.csv	CSV	1.85 KB
2. [Hands On] - Data Input-Output - Convert and Unpack.mp4	MP4	22.08 MB
2. [Hands On] - Data Input-Output - Convert and Unpack.srt	SRT	9 KB
2. [Hands On] - Data Input-Output - Convert and Unpack.vtt	VTT	8.13 KB
2.1 Employee Dataset - Full.zip.zip	ZIP	773 B
3. [Hands On] - Data Input-Output - Import Data.mp4	MP4	13.12 MB
3. [Hands On] - Data Input-Output - Import Data.srt	SRT	6.36 KB
3. [Hands On] - Data Input-Output - Import Data.vtt	VTT	5.73 KB
3.1 Adult Dataset URL.txt.txt	TXT	74 B
4. [Hands On] -Data Transform - Add RowsColumns, Remove Duplicates, Select Columns.mp4	MP4	26.46 MB
4. [Hands On] -Data Transform - Add RowsColumns, Remove Duplicates, Select Columns.srt	SRT	11.51 KB
4. [Hands On] -Data Transform - Add RowsColumns, Remove Duplicates, Select Columns.vtt	VTT	10.32 KB
4.1 Employee Dataset - TSV.txt.txt	TXT	1.85 KB
4.2 Employee Dataset - AR2.csv.csv	CSV	1.34 KB
4.3 Employee Dataset - AC2.csv.csv	CSV	260 B
4.4 Employee Dataset - AR1.csv.csv	CSV	672 B
4.5 Employee Dataset - AC1.csv.csv	CSV	1.62 KB
5. [Hands On] - Apply SQL Transformation, Clean Missing Data, Edit Metadata.mp4	MP4	38.91 MB
5. [Hands On] - Apply SQL Transformation, Clean Missing Data, Edit Metadata.srt	SRT	17.95 KB
5. [Hands On] - Apply SQL Transformation, Clean Missing Data, Edit Metadata.vtt	VTT	16.23 KB
5.1 Wine Quality Dataset.csv.csv	CSV	83.73 KB
5.2 SQL Statement - Wine.txt.txt	TXT	141 B
6. [Hands On] - Sample and Split Data - Partition or Sample, Train and Test Data.mp4	MP4	35.52 MB
6. [Hands On] - Sample and Split Data - Partition or Sample, Train and Test Data.srt	SRT	16.12 KB
6. [Hands On] - Sample and Split Data - Partition or Sample, Train and Test Data.vtt	VTT	14.5 KB
7. Data Processing.html	HTML	140 B

4. Classification

1. Logistic Regression - What is Logistic Regression.mp4	MP4	30.67 MB
1. Logistic Regression - What is Logistic Regression.srt	SRT	6.45 KB
1. Logistic Regression - What is Logistic Regression.vtt	VTT	5.82 KB
10. [Hands On] Two-Class Boosted Decision Tree - Build Bank Telemarketing Prediction.mp4	MP4	25.16 MB
10. [Hands On] Two-Class Boosted Decision Tree - Build Bank Telemarketing Prediction.srt	SRT	9.91 KB
10. [Hands On] Two-Class Boosted Decision Tree - Build Bank Telemarketing Prediction.vtt	VTT	8.99 KB
10.1 Bank Telemarketing.csv.csv	CSV	4.7 MB
11. Decision Forest - Parameters Explained.mp4	MP4	5.79 MB
11. Decision Forest - Parameters Explained.srt	SRT	3.75 KB
11. Decision Forest - Parameters Explained.vtt	VTT	3.4 KB
12. [Hands On] - Two Class Decision Forest - Adult Census Income Prediction.mp4	MP4	35.09 MB
12. [Hands On] - Two Class Decision Forest - Adult Census Income Prediction.srt	SRT	13.93 KB
12. [Hands On] - Two Class Decision Forest - Adult Census Income Prediction.vtt	VTT	12.54 KB
13. [Hands On] - Decision Tree - Multi Class Decision Forest IRIS Data.mp4	MP4	18.57 MB
13. [Hands On] - Decision Tree - Multi Class Decision Forest IRIS Data.srt	SRT	7.9 KB
13. [Hands On] - Decision Tree - Multi Class Decision Forest IRIS Data.vtt	VTT	7.05 KB
13.1 IRIS Dataset Link.txt.txt	TXT	74 B
14. SVM - What is Support Vector Machine.mp4	MP4	14.9 MB
14. SVM - What is Support Vector Machine.srt	SRT	3.65 KB
14. SVM - What is Support Vector Machine.vtt	VTT	3.25 KB
15. [Hands On] - SVM - Adult Census Income Prediction.mp4	MP4	13.83 MB
15. [Hands On] - SVM - Adult Census Income Prediction.srt	SRT	5.51 KB
15. [Hands On] - SVM - Adult Census Income Prediction.vtt	VTT	4.96 KB
16. Classification Quiz.html	HTML	140 B
2. [Hands On] -Logistic Regression - Build Two-Class Loan Approval Prediction Model.mp4	MP4	52.2 MB
2. [Hands On] -Logistic Regression - Build Two-Class Loan Approval Prediction Model.srt	SRT	21.9 KB
2. [Hands On] -Logistic Regression - Build Two-Class Loan Approval Prediction Model.vtt	VTT	19.76 KB
2.1 Loan Approval Prediction.csv.csv	CSV	37.12 KB
3. Logistic Regression - Understand Parameters and Their Impact.mp4	MP4	19.54 MB
3. Logistic Regression - Understand Parameters and Their Impact.srt	SRT	12.47 KB
3. Logistic Regression - Understand Parameters and Their Impact.vtt	VTT	11.26 KB
4. Understanding the Confusion Matrix, AUC, Accuracy, Precision, Recall and F1Score.mp4	MP4	29.41 MB
4. Understanding the Confusion Matrix, AUC, Accuracy, Precision, Recall and F1Score.srt	SRT	13.12 KB
4. Understanding the Confusion Matrix, AUC, Accuracy, Precision, Recall and F1Score.vtt	VTT	11.86 KB
4.1 004 - Logistic Regression - Understanding the results.xlsx.xlsx	XLSX	23.96 KB
5. Logistic Regression - Model Selection and Impact Analysis.mp4	MP4	13.77 MB
5. Logistic Regression - Model Selection and Impact Analysis.srt	SRT	5.57 KB
5. Logistic Regression - Model Selection and Impact Analysis.vtt	VTT	5.03 KB
6. [Hands On] Logistic Regression - Build Multi-Class Wine Quality Prediction Model.mp4	MP4	19.66 MB
6. [Hands On] Logistic Regression - Build Multi-Class Wine Quality Prediction Model.srt	SRT	8.36 KB
6. [Hands On] Logistic Regression - Build Multi-Class Wine Quality Prediction Model.vtt	VTT	7.54 KB
6.1 winequality-red.csv.csv	CSV	83.73 KB
7. Decision Tree - What is Decision Tree.mp4	MP4	14.34 MB
7. Decision Tree - What is Decision Tree.srt	SRT	7.78 KB
7. Decision Tree - What is Decision Tree.vtt	VTT	7.02 KB
8. Decision Tree - Ensemble Learning - Bagging and Boosting.mp4	MP4	12.9 MB
8. Decision Tree - Ensemble Learning - Bagging and Boosting.srt	SRT	7.28 KB
8. Decision Tree - Ensemble Learning - Bagging and Boosting.vtt	VTT	6.57 KB
9. Decision Tree - Parameters - Two Class Boosted Decision Tree.mp4	MP4	12.09 MB
9. Decision Tree - Parameters - Two Class Boosted Decision Tree.srt	SRT	5.93 KB
9. Decision Tree - Parameters - Two Class Boosted Decision Tree.vtt	VTT	5.38 KB

5. Hyperparameter Tuning

1. [Hands On] - Tune Hyperparameter for Best Parameter Selection.mp4	MP4	21.92 MB
1. [Hands On] - Tune Hyperparameter for Best Parameter Selection.srt	SRT	9.59 KB
1. [Hands On] - Tune Hyperparameter for Best Parameter Selection.vtt	VTT	8.66 KB
2. Hyperparameter Tuning.html	HTML	140 B

6. Deploy Webservice

1. Azure ML Webservice - Prepare the experiment for webservice.mp4	MP4	5.56 MB
1. Azure ML Webservice - Prepare the experiment for webservice.srt	SRT	2.54 KB
1. Azure ML Webservice - Prepare the experiment for webservice.vtt	VTT	2.27 KB
2. [Hands On] - Deploy Machine Learning Model As a Web Service.mp4	MP4	9.18 MB
2. [Hands On] - Deploy Machine Learning Model As a Web Service.srt	SRT	3.48 KB
2. [Hands On] - Deploy Machine Learning Model As a Web Service.vtt	VTT	3.11 KB
3. [Hands On] - Use the Web Service - Example of Excel.mp4	MP4	16.58 MB
3. [Hands On] - Use the Web Service - Example of Excel.srt	SRT	6.75 KB
3. [Hands On] - Use the Web Service - Example of Excel.vtt	VTT	6.05 KB
4. AzureML Web Service.html	HTML	141 B

7. Regression Analysis

1. What is Linear Regression.mp4	MP4	14.04 MB
1. What is Linear Regression.srt	SRT	5.79 KB
1. What is Linear Regression.vtt	VTT	5.26 KB
10. [Hands On] - Decision Tree - Experiment Boosted Decision Tree.mp4	MP4	17.28 MB
10. [Hands On] - Decision Tree - Experiment Boosted Decision Tree.srt	SRT	6.3 KB
10. [Hands On] - Decision Tree - Experiment Boosted Decision Tree.vtt	VTT	5.67 KB
11. Regression Analysis.html	HTML	141 B
2. Regression Analysis - Common Metrics.mp4	MP4	12.59 MB
2. Regression Analysis - Common Metrics.srt	SRT	6.14 KB
2. Regression Analysis - Common Metrics.vtt	VTT	5.57 KB
3. [Hands On] - Linear Regression model using OLS.mp4	MP4	91.03 MB
3. [Hands On] - Linear Regression model using OLS.srt	SRT	11.27 KB
3. [Hands On] - Linear Regression model using OLS.vtt	VTT	9.71 KB
4. [Hands On] - Linear Regression - R Squared.mp4	MP4	10.32 MB
4. [Hands On] - Linear Regression - R Squared.srt	SRT	4.21 KB
4. [Hands On] - Linear Regression - R Squared.vtt	VTT	3.82 KB
5. Gradient Descent.mp4	MP4	27.67 MB
5. Gradient Descent.srt	SRT	10.02 KB
5. Gradient Descent.vtt	VTT	9.06 KB
6. Linear Regression Online Gradient Descent.mp4	MP4	6.71 MB
6. Linear Regression Online Gradient Descent.srt	SRT	2.16 KB
6. Linear Regression Online Gradient Descent.vtt	VTT	1.96 KB
7. [Hands On] - Experiment Online Gradient.mp4	MP4	10.85 MB
7. [Hands On] - Experiment Online Gradient.srt	SRT	4.37 KB
7. [Hands On] - Experiment Online Gradient.vtt	VTT	3.94 KB
8. Decision Tree - What is Regression Tree.mp4	MP4	12.24 MB
8. Decision Tree - What is Regression Tree.srt	SRT	6.08 KB
8. Decision Tree - What is Regression Tree.vtt	VTT	5.49 KB
9. Decision Tree - What is Boosted Decision Tree Regression.mp4	MP4	4.32 MB
9. Decision Tree - What is Boosted Decision Tree Regression.srt	SRT	1.97 KB
9. Decision Tree - What is Boosted Decision Tree Regression.vtt	VTT	1.78 KB

8. Clustering

1. What is Cluster Analysis.mp4	MP4	22.38 MB
1. What is Cluster Analysis.srt	SRT	10.79 KB
1. What is Cluster Analysis.vtt	VTT	9.8 KB
2. [Hands On] - Cluster Analysis Experiment 1.mp4	MP4	30.92 MB
2. [Hands On] - Cluster Analysis Experiment 1.srt	SRT	13.18 KB
2. [Hands On] - Cluster Analysis Experiment 1.vtt	VTT	11.88 KB
2.1 Callcenter Data.csv.csv	CSV	831 B
3. [Hands On] - Cluster Analysis Experiment 2 - Score and Evaluate.mp4	MP4	18.36 MB
3. [Hands On] - Cluster Analysis Experiment 2 - Score and Evaluate.srt	SRT	7.35 KB
3. [Hands On] - Cluster Analysis Experiment 2 - Score and Evaluate.vtt	VTT	6.62 KB
4. Clustering or Cluster Analysis.html	HTML	141 B

9. Data Processing - Solving Data Processing Challenges

1. Section Introduction.mp4	MP4	5.41 MB
1. Section Introduction.srt	SRT	3.05 KB
1. Section Introduction.vtt	VTT	2.77 KB
10. Data Normalization - Scale and Reduce.mp4	MP4	5.33 MB
10. Data Normalization - Scale and Reduce.srt	SRT	2.94 KB
10. Data Normalization - Scale and Reduce.vtt	VTT	2.67 KB
11. [Hands On] - Data Normalization.mp4	MP4	5.88 MB
11. [Hands On] - Data Normalization.srt	SRT	2.39 KB
11. [Hands On] - Data Normalization.vtt	VTT	2.17 KB
12. PCA - What is PCA and Curse of Dimensionality.mp4	MP4	10.73 MB
12. PCA - What is PCA and Curse of Dimensionality.srt	SRT	6.15 KB
12. PCA - What is PCA and Curse of Dimensionality.vtt	VTT	5.54 KB
13. [Hands On] - Principal Component Analysis.mp4	MP4	7.41 MB
13. [Hands On] - Principal Component Analysis.srt	SRT	3.58 KB
13. [Hands On] - Principal Component Analysis.vtt	VTT	3.22 KB
14. Join Data - Join Multiple Datasets based on common keys.mp4	MP4	10.48 MB
14. Join Data - Join Multiple Datasets based on common keys.srt	SRT	6.04 KB
14. Join Data - Join Multiple Datasets based on common keys.vtt	VTT	5.47 KB
15. [Hands On] - Join Data - Experiment.mp4	MP4	15.11 MB
15. [Hands On] - Join Data - Experiment.srt	SRT	2.77 KB
15. [Hands On] - Join Data - Experiment.vtt	VTT	2.43 KB
15.1 EmpSalaryJC.csv.csv	CSV	110 B
15.2 EmpDeptJC.csv.csv	CSV	108 B
2. How to Summarize Data.mp4	MP4	11.7 MB
2. How to Summarize Data.srt	SRT	6.17 KB
2. How to Summarize Data.vtt	VTT	5.6 KB
3. [Hands On] - Summarize Data - Experiment.mp4	MP4	8.15 MB
3. [Hands On] - Summarize Data - Experiment.srt	SRT	3.13 KB
3. [Hands On] - Summarize Data - Experiment.vtt	VTT	2.81 KB
4. Outliers Treatment - Clip Values.mp4	MP4	11.49 MB
4. Outliers Treatment - Clip Values.srt	SRT	6.44 KB
4. Outliers Treatment - Clip Values.vtt	VTT	5.83 KB
5. [Hands On] - Outliers Treatment - Clip Values.mp4	MP4	17.65 MB
5. [Hands On] - Outliers Treatment - Clip Values.srt	SRT	7.19 KB
5. [Hands On] - Outliers Treatment - Clip Values.vtt	VTT	6.49 KB
6. Clean Missing Data with MICE.mp4	MP4	13.05 MB
6. Clean Missing Data with MICE.srt	SRT	6.75 KB
6. Clean Missing Data with MICE.vtt	VTT	6.1 KB
7. [Hands On] - Clean Missing Data with MICE.mp4	MP4	15.91 MB
7. [Hands On] - Clean Missing Data with MICE.srt	SRT	6.84 KB
7. [Hands On] - Clean Missing Data with MICE.vtt	VTT	6.12 KB
7.1 MICE Loan Dataset.csv.csv	CSV	37.12 KB
8. SMOTE - Create New Synthetic Observations.mp4	MP4	14.21 MB
8. SMOTE - Create New Synthetic Observations.srt	SRT	8.03 KB
8. SMOTE - Create New Synthetic Observations.vtt	VTT	7.27 KB
9. [Hands On] - SMOTE.mp4	MP4	15.54 MB
9. [Hands On] - SMOTE.srt	SRT	5.52 KB
9. [Hands On] - SMOTE.vtt	VTT	4.99 KB
9.1 LoanSMOTE.csv.csv	CSV	6.2 KB

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Udemy | A-Z Machine Learning using Azure Machine Learning (AzureML) [FTU]

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