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[FreeCourseLab.com] Udemy - A-Z Machine Learning Using Azure Machine Learning (AzureML)

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	d2fa031514c1c61e679ba39c9ec91f2038d0622a
Size:	1.8 GB in 99 files
Release Date(s):	Torrent Release: 10-03-2019 by user
Swarm:	0 Seeds & 1 Peers
Vote:	No votes yet.

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FILE LIST

Filename		Size
	1. Basics of Machine Learning/1. What You Will Learn in This Section.mp4	12.4 MB
	1. Basics of Machine Learning/1. What You Will Learn in This Section.vtt	2.3 KB
	1. Basics of Machine Learning/2. The course slides for all sections.html	336 B
	1. Basics of Machine Learning/2.1 Section 01 - Basics of Machine Learning.pdf.pdf	1.8 MB
	1. Basics of Machine Learning/2.10 Section 09 - Data Processing.pdf.pdf	2.8 MB
	1. Basics of Machine Learning/2.11 Section 04 - Classification - 002 - Decision Tree.pdf.pdf	3.4 MB
	1. Basics of Machine Learning/2.12 Section 11 - Recommendation System.pdf.pdf	3.1 MB
	1. Basics of Machine Learning/2.13 Section - Text Analytics.pdf.pdf	2 MB
	1. Basics of Machine Learning/2.14 Section 03 - Data Pre-processing.pdf.pdf	1 MB
	1. Basics of Machine Learning/2.2 Section 06 - Deploy Webservice.pdf.pdf	702.4 KB
	1. Basics of Machine Learning/2.3 Section 04 - Classification - 001 - Logistic Regression.pdf.pdf	1.4 MB
	1. Basics of Machine Learning/2.4 Section 02 - Getting Started with AzureML.pdf.pdf	2.7 MB
	1. Basics of Machine Learning/2.5 Section 04 - Classification - 003 - SVM.pdf.pdf	1.1 MB
	1. Basics of Machine Learning/2.6 Section 08 - Clustering.pdf.pdf	1.5 MB
	1. Basics of Machine Learning/2.7 Section 05 - Tune Hyperparameter.pdf.pdf	1.2 MB
	1. Basics of Machine Learning/2.8 Section 07 - Regression.pdf.pdf	2.8 MB
	1. Basics of Machine Learning/2.9 Section 10 - Feature Selection.pdf.pdf	2.9 MB
	1. Basics of Machine Learning/3. Important Message About Udemy Reviews.mp4	4.7 MB
	1. Basics of Machine Learning/3. Important Message About Udemy Reviews.vtt	3.8 KB
	1. Basics of Machine Learning/4. Why Machine Learning is the Future.mp4	68.7 MB
	1. Basics of Machine Learning/4. Why Machine Learning is the Future.vtt	9.2 KB
	1. Basics of Machine Learning/5. What is Machine Learning.mp4	18.5 MB
	1. Basics of Machine Learning/5. What is Machine Learning.vtt	9.7 KB
	1. Basics of Machine Learning/6. Understanding various aspects of data - Type, Variables, Category.mp4	13.6 MB
	1. Basics of Machine Learning/6. Understanding various aspects of data - Type, Variables, Category.vtt	7.1 KB
	1. Basics of Machine Learning/7. Common Machine Learning Terms - Probability, Mean, Mode, Median, Range.mp4	13.3 MB
	1. Basics of Machine Learning/7. Common Machine Learning Terms - Probability, Mean, Mode, Median, Range.vtt	7.5 KB
	1. Basics of Machine Learning/8. Types of Machine Learning Models - Classification, Regression, Clustering etc.mp4	19 MB
	1. Basics of Machine Learning/8. Types of Machine Learning Models - Classification, Regression, Clustering etc.vtt	9.2 KB
	1. Basics of Machine Learning/9. Basics of Machine Learning.html	136 B
	10. Feature Selection - Select a subset of Variables or features with highest impact/1. Feature Selection - Section Introduction.mp4	7.7 MB
	10. Feature Selection - Select a subset of Variables or features with highest impact/1. Feature Selection - Section Introduction.vtt	6.2 KB
	10. Feature Selection - Select a subset of Variables or features with highest impact/2. Pearson Correlation Coefficient.mp4	47.2 MB
	10. Feature Selection - Select a subset of Variables or features with highest impact/2. Pearson Correlation Coefficient.vtt	6.6 KB
	10. Feature Selection - Select a subset of Variables or features with highest impact/3. Chi Square Test of Independence.mp4	8.3 MB
	10. Feature Selection - Select a subset of Variables or features with highest impact/3. Chi Square Test of Independence.vtt	5.4 KB
	10. Feature Selection - Select a subset of Variables or features with highest impact/4. Kendall Correlation Coefficient.mp4	6.7 MB
	10. Feature Selection - Select a subset of Variables or features with highest impact/4. Kendall Correlation Coefficient.vtt	4 KB
	10. Feature Selection - Select a subset of Variables or features with highest impact/5. Spearman's Rank Correlation.mp4	6.4 MB
	10. Feature Selection - Select a subset of Variables or features with highest impact/5. Spearman's Rank Correlation.vtt	3.6 KB
	10. Feature Selection - Select a subset of Variables or features with highest impact/6. [Hands On] - Comparison Experiment for Correlation Coefficients.mp4	13.2 MB
	10. Feature Selection - Select a subset of Variables or features with highest impact/6. [Hands On] - Comparison Experiment for Correlation Coefficients.vtt	7.1 KB
	10. Feature Selection - Select a subset of Variables or features with highest impact/7. [Hands On] - Filter Based Selection - AzureML Experiment.mp4	6.4 MB
	10. Feature Selection - Select a subset of Variables or features with highest impact/7. [Hands On] - Filter Based Selection - AzureML Experiment.vtt	3.5 KB
	10. Feature Selection - Select a subset of Variables or features with highest impact/8. Fisher Based LDA - Intuition.mp4	24.1 MB
	10. Feature Selection - Select a subset of Variables or features with highest impact/8. Fisher Based LDA - Intuition.vtt	5 KB
	10. Feature Selection - Select a subset of Variables or features with highest impact/9. [Hands On] - Fisher Based LDA - Experiment.mp4	61.1 MB
	10. Feature Selection - Select a subset of Variables or features with highest impact/9. [Hands On] - Fisher Based LDA - Experiment.vtt	5.8 KB
	10. Feature Selection - Select a subset of Variables or features with highest impact/9.1 Wine-Low-Medium-High.csv.csv	95.4 KB
	11. Recommendation System/1. What is a Recommendation System.mp4	35 MB
	11. Recommendation System/1. What is a Recommendation System.vtt	14.6 KB
	11. Recommendation System/2. Data Preparation using Recommender Split.mp4	14.9 MB
	11. Recommendation System/2. Data Preparation using Recommender Split.vtt	7.3 KB
	11. Recommendation System/3. What is Matchbox Recommender and Train Matchbox Recommender.mp4	14.6 MB
	11. Recommendation System/3. What is Matchbox Recommender and Train Matchbox Recommender.vtt	7.3 KB
	11. Recommendation System/4. How to Score the Matchbox Recommender.mp4	10.9 MB
	11. Recommendation System/4. How to Score the Matchbox Recommender.vtt	5.2 KB
	11. Recommendation System/5. [Hands On] - Restaurant Recommendation Experiment.mp4	36.2 MB
	11. Recommendation System/5. [Hands On] - Restaurant Recommendation Experiment.vtt	11.3 KB
	11. Recommendation System/6. Understanding the Matchbox Recommendation Results.mp4	17.4 MB
	11. Recommendation System/6. Understanding the Matchbox Recommendation Results.vtt	7.2 KB
	11. Recommendation System/7. Recommendation System.html	137 B
	12. Text Analytics and Natural Language Processing/1. What is Text Analytics or Natural Language Processing.mp4	40.7 MB
	12. Text Analytics and Natural Language Processing/1. What is Text Analytics or Natural Language Processing.vtt	7.4 KB
	12. Text Analytics and Natural Language Processing/2. Text Pre-Processing.mp4	54.6 MB
	12. Text Analytics and Natural Language Processing/2. Text Pre-Processing.vtt	13.2 KB
	12. Text Analytics and Natural Language Processing/3. Bag Of Words and N-Gram Models for Text features.mp4	50 MB
	12. Text Analytics and Natural Language Processing/3. Bag Of Words and N-Gram Models for Text features.vtt	7.6 KB
	12. Text Analytics and Natural Language Processing/4. Feature Hashing.mp4	75.2 MB
	12. Text Analytics and Natural Language Processing/4. Feature Hashing.vtt	12.7 KB
	12. Text Analytics and Natural Language Processing/5. [Hands On] - Classify Customer Complaints using Text Analytics.mp4	91 MB
	12. Text Analytics and Natural Language Processing/5. [Hands On] - Classify Customer Complaints using Text Analytics.vtt	9.6 KB
	12. Text Analytics and Natural Language Processing/5.1 two-class complaints modified.txt.txt	47.4 KB
	13. Thank You and Bonus Lecture/1. Way Forward.mp4	57 MB
	13. Thank You and Bonus Lecture/1. Way Forward.vtt	4.9 KB
	13. Thank You and Bonus Lecture/1.1 Links for datasets.pdf.pdf	261.4 KB
	13. Thank You and Bonus Lecture/2. Bonus Lecture.html	1.4 KB
	2. Getting Started with Azure ML/1. What You Will Learn in This Section.mp4	4.4 MB
	2. Getting Started with Azure ML/1. What You Will Learn in This Section.vtt	2.1 KB
	2. Getting Started with Azure ML/2. What is Azure ML and high level architecture..mp4	7 MB
	2. Getting Started with Azure ML/2. What is Azure ML and high level architecture..vtt	3.5 KB
	2. Getting Started with Azure ML/3. Creating a Free Azure ML Account.mp4	5.4 MB
	2. Getting Started with Azure ML/3. Creating a Free Azure ML Account.vtt	2.2 KB
	2. Getting Started with Azure ML/4. Azure ML Studio Overview and walk-through.mp4	12.2 MB
	2. Getting Started with Azure ML/4. Azure ML Studio Overview and walk-through.vtt	4.5 KB
	2. Getting Started with Azure ML/5. Azure ML Experiment Workflow.mp4	13.2 MB
	2. Getting Started with Azure ML/5. Azure ML Experiment Workflow.vtt	6.7 KB
	2. Getting Started with Azure ML/6. Azure ML Cheat Sheet for Model Selection.mp4	11.3 MB
	2. Getting Started with Azure ML/6. Azure ML Cheat Sheet for Model Selection.vtt	5.8 KB
	2. Getting Started with Azure ML/6.1 microsoft-machine-learning-algorithm-cheat-sheet-v6.pdf.pdf	404.1 KB
	2. Getting Started with Azure ML/6.2 ml_studio_overview_v1.1.pdf.pdf	2.2 MB
	2. Getting Started with Azure ML/7. Getting Started with AzureML.html	136 B
	3. Data Processing/1. [Hands On] - Data Input-Output - Upload Data.mp4	18.6 MB
	3. Data Processing/1. [Hands On] - Data Input-Output - Upload Data.vtt	7.2 KB
	3. Data Processing/1.1 Employee Dataset - Full.csv.csv	1.9 KB
	3. Data Processing/2. [Hands On] - Data Input-Output - Convert and Unpack.mp4	22.1 MB
	3. Data Processing/2. [Hands On] - Data Input-Output - Convert and Unpack.vtt	8.1 KB
	3. Data Processing/2.1 Employee Dataset - Full.zip.zip	773 B
	3. Data Processing/3. [Hands On] - Data Input-Output - Import Data.mp4	13.1 MB

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