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[FTUForum com] [UDEMY] A-Z Machine Learning Using Azure Machine Learning (AzureML) [FTU]

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Report [FTUForum com] [UDEMY] A-Z Machine Learning Using Azure Machine Learning (AzureML) [FTU]
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Title: Udemy AGroup: NOGRPSource: Udemy
Info Hash
61135EAEEC9E31EC14F7E260CA621B96AF026AD9
Source
Unverified
Total Size
1.89 GB
Total Files
100
Seeders
0
Leechers
1
Health
Score
1
Type
Bookware

File List

FileSize
01. Basics of Machine Learning/1. What You Will Learn in This Section.mp418.92 MB
01. Basics of Machine Learning/1. What You Will Learn in This Section.vtt2.32 KB
01. Basics of Machine Learning/2.10 Section 09 - Data Processing.pdf.pdf2.84 MB
01. Basics of Machine Learning/2.11 Section 04 - Classification - 002 - Decision Tree.pdf.pdf3.4 MB
01. Basics of Machine Learning/2.12 Section 11 - Recommendation System.pdf.pdf3.09 MB
01. Basics of Machine Learning/2.13 Section - Text Analytics.pdf.pdf2.02 MB
01. Basics of Machine Learning/2.14 Section 03 - Data Pre-processing.pdf.pdf1.01 MB
01. Basics of Machine Learning/2.1 Section 01 - Basics of Machine Learning.pdf.pdf1.84 MB
01. Basics of Machine Learning/2.2 Section 06 - Deploy Webservice.pdf.pdf702.45 KB
01. Basics of Machine Learning/2.3 Section 04 - Classification - 001 - Logistic Regression.pdf.pdf1.4 MB
01. Basics of Machine Learning/2.4 Section 02 - Getting Started with AzureML.pdf.pdf2.68 MB
01. Basics of Machine Learning/2.5 Section 04 - Classification - 003 - SVM.pdf.pdf1.12 MB
01. Basics of Machine Learning/2.6 Section 08 - Clustering.pdf.pdf1.54 MB
01. Basics of Machine Learning/2.7 Section 05 - Tune Hyperparameter.pdf.pdf1.19 MB
01. Basics of Machine Learning/2.8 Section 07 - Regression.pdf.pdf2.81 MB
01. Basics of Machine Learning/2.9 Section 10 - Feature Selection.pdf.pdf2.95 MB
01. Basics of Machine Learning/2. The course slides for all sections.html336 B
01. Basics of Machine Learning/3. Important Message About Udemy Reviews.mp418.91 MB
01. Basics of Machine Learning/3. Important Message About Udemy Reviews.vtt3.77 KB
01. Basics of Machine Learning/4. Why Machine Learning is the Future.mp468.72 MB
01. Basics of Machine Learning/4. Why Machine Learning is the Future.vtt9.22 KB
01. Basics of Machine Learning/5. What is Machine Learning.mp454.73 MB
01. Basics of Machine Learning/5. What is Machine Learning.vtt9.74 KB
01. Basics of Machine Learning/6. Understanding various aspects of data - Type, Variables, Category.mp413.61 MB
01. Basics of Machine Learning/6. Understanding various aspects of data - Type, Variables, Category.vtt7.11 KB
01. Basics of Machine Learning/7. Common Machine Learning Terms - Probability, Mean, Mode, Median, Range.mp413.31 MB
01. Basics of Machine Learning/7. Common Machine Learning Terms - Probability, Mean, Mode, Median, Range.vtt7.46 KB
01. Basics of Machine Learning/8. Types of Machine Learning Models - Classification, Regression, Clustering etc.mp419.04 MB
01. Basics of Machine Learning/8. Types of Machine Learning Models - Classification, Regression, Clustering etc.vtt9.16 KB
01. Basics of Machine Learning/9. Basics of Machine Learning.html136 B
02. Getting Started with Azure ML/1. What You Will Learn in This Section.mp413.33 MB
02. Getting Started with Azure ML/1. What You Will Learn in This Section.vtt2.12 KB
02. Getting Started with Azure ML/2. What is Azure ML and high level architecture..mp422.86 MB
02. Getting Started with Azure ML/2. What is Azure ML and high level architecture..vtt3.47 KB
02. Getting Started with Azure ML/3. Creating a Free Azure ML Account.mp45.42 MB
02. Getting Started with Azure ML/3. Creating a Free Azure ML Account.vtt2.18 KB
02. Getting Started with Azure ML/4. Azure ML Studio Overview and walk-through.mp412.17 MB
02. Getting Started with Azure ML/4. Azure ML Studio Overview and walk-through.vtt4.54 KB
02. Getting Started with Azure ML/5. Azure ML Experiment Workflow.mp413.22 MB
02. Getting Started with Azure ML/5. Azure ML Experiment Workflow.vtt6.74 KB
02. Getting Started with Azure ML/6.1 microsoft-machine-learning-algorithm-cheat-sheet-v6.pdf.pdf404.1 KB
02. Getting Started with Azure ML/6.2 ml_studio_overview_v1.1.pdf.pdf2.25 MB
02. Getting Started with Azure ML/6. Azure ML Cheat Sheet for Model Selection.mp411.27 MB
02. Getting Started with Azure ML/6. Azure ML Cheat Sheet for Model Selection.vtt5.83 KB
02. Getting Started with Azure ML/7. Getting Started with AzureML.html136 B
03. Data Processing/1.1 Employee Dataset - Full.csv.csv1.85 KB
03. Data Processing/1. [Hands On] - Data Input-Output - Upload Data.mp418.57 MB
03. Data Processing/1. [Hands On] - Data Input-Output - Upload Data.vtt7.17 KB
03. Data Processing/2.1 Employee Dataset - Full.zip.zip773 B
03. Data Processing/2. [Hands On] - Data Input-Output - Convert and Unpack.mp422.09 MB
03. Data Processing/2. [Hands On] - Data Input-Output - Convert and Unpack.vtt8.13 KB
03. Data Processing/3.1 Adult Dataset URL.txt.txt74 B
03. Data Processing/3. [Hands On] - Data Input-Output - Import Data.mp413.12 MB
03. Data Processing/3. [Hands On] - Data Input-Output - Import Data.vtt5.73 KB
03. Data Processing/4.1 Employee Dataset - AC1.csv.csv1.62 KB
03. Data Processing/4.2 Employee Dataset - AR2.csv.csv1.34 KB
03. Data Processing/4.3 Employee Dataset - AC2.csv.csv260 B
03. Data Processing/4.4 Employee Dataset - AR1.csv.csv672 B
03. Data Processing/4.5 Employee Dataset - TSV.txt.txt1.85 KB
03. Data Processing/4. [Hands On] -Data Transform - Add RowsColumns, Remove Duplicates, Select Columns.mp426.47 MB
03. Data Processing/4. [Hands On] -Data Transform - Add RowsColumns, Remove Duplicates, Select Columns.vtt10.32 KB
03. Data Processing/5.1 Wine Quality Dataset.csv.csv83.73 KB
03. Data Processing/5.2 SQL Statement - Wine.txt.txt141 B
03. Data Processing/5. [Hands On] - Apply SQL Transformation, Clean Missing Data, Edit Metadata.mp438.91 MB
03. Data Processing/5. [Hands On] - Apply SQL Transformation, Clean Missing Data, Edit Metadata.vtt16.23 KB
03. Data Processing/6. [Hands On] - Sample and Split Data - Partition or Sample, Train and Test Data.mp435.52 MB
03. Data Processing/6. [Hands On] - Sample and Split Data - Partition or Sample, Train and Test Data.vtt14.5 KB
03. Data Processing/7. Data Processing.html136 B
04. Classification/10.1 Bank Telemarketing.csv.csv4.71 MB
04. Classification/10. [Hands On] Two-Class Boosted Decision Tree - Build Bank Telemarketing Prediction.mp425.17 MB
04. Classification/10. [Hands On] Two-Class Boosted Decision Tree - Build Bank Telemarketing Prediction.vtt8.99 KB
04. Classification/11. Decision Forest - Parameters Explained.mp45.79 MB
04. Classification/11. Decision Forest - Parameters Explained.vtt3.4 KB
04. Classification/12. [Hands On] - Two Class Decision Forest - Adult Census Income Prediction.mp435.1 MB
04. Classification/12. [Hands On] - Two Class Decision Forest - Adult Census Income Prediction.vtt12.54 KB
04. Classification/13.1 IRIS Dataset Link.txt.txt74 B
04. Classification/13. [Hands On] - Decision Tree - Multi Class Decision Forest IRIS Data.mp418.57 MB
04. Classification/13. [Hands On] - Decision Tree - Multi Class Decision Forest IRIS Data.vtt7.05 KB
04. Classification/14. SVM - What is Support Vector Machine.mp47.13 MB
04. Classification/14. SVM - What is Support Vector Machine.vtt3.53 KB
04. Classification/15. [Hands On] - SVM - Adult Census Income Prediction.mp413.83 MB
04. Classification/15. [Hands On] - SVM - Adult Census Income Prediction.vtt4.96 KB
04. Classification/16. Classification Quiz.html136 B
04. Classification/1. Logistic Regression - What is Logistic Regression.mp411.48 MB
04. Classification/1. Logistic Regression - What is Logistic Regression.vtt5.82 KB
04. Classification/2.1 Loan Approval Prediction.csv.csv37.12 KB
04. Classification/2. [Hands On] -Logistic Regression - Build Two-Class Loan Approval Prediction Model.mp452.21 MB
04. Classification/2. [Hands On] -Logistic Regression - Build Two-Class Loan Approval Prediction Model.vtt19.76 KB
04. Classification/3. Logistic Regression - Understand Parameters and Their Impact.mp419.55 MB
04. Classification/3. Logistic Regression - Understand Parameters and Their Impact.vtt11.26 KB
04. Classification/4.1 004 - Logistic Regression - Understanding the results.xlsx.xlsx23.96 KB
04. Classification/4. Understanding the Confusion Matrix, AUC, Accuracy, Precision, Recall and F1Score.mp429.42 MB
04. Classification/4. Understanding the Confusion Matrix, AUC, Accuracy, Precision, Recall and F1Score.vtt11.86 KB
04. Classification/5. Logistic Regression - Model Selection and Impact Analysis.mp413.77 MB
04. Classification/5. Logistic Regression - Model Selection and Impact Analysis.vtt5.03 KB
04. Classification/6.1 winequality-red.csv.csv83.73 KB
04. Classification/6. [Hands On] Logistic Regression - Build Multi-Class Wine Quality Prediction Model.mp419.67 MB
04. Classification/6. [Hands On] Logistic Regression - Build Multi-Class Wine Quality Prediction Model.vtt7.54 KB
04. Classification/7. Decision Tree - What is Decision Tree.mp414.34 MB
04. Classification/7. Decision Tree - What is Decision Tree.vtt7.02 KB

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