Udemy - A-Z Machine Learning using Azure Machine Learning (AzureML)

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[FreeCourseLab.com] Udemy - A-Z Machine Learning using Azure Machine Learning (AzureML) 1. Basics of Machine Learning
  • 1. What You Will Learn in This Section.mp4 (12.4 MB)
  • 1. What You Will Learn in This Section.vtt (2.3 KB)
  • 2. The course slides for all sections.html (0.3 KB)
  • 2.1 Section 01 - Basics of Machine Learning.pdf.pdf (1.8 MB)
  • 2.10 Section 09 - Data Processing.pdf.pdf (2.8 MB)
  • 2.11 Section 04 - Classification - 002 - Decision Tree.pdf.pdf (3.4 MB)
  • 2.12 Section 11 - Recommendation System.pdf.pdf (3.1 MB)
  • 2.13 Section - Text Analytics.pdf.pdf (2.0 MB)
  • 2.14 Section 03 - Data Pre-processing.pdf.pdf (1.0 MB)
  • 2.2 Section 06 - Deploy Webservice.pdf.pdf (702.4 KB)
  • 2.3 Section 04 - Classification - 001 - Logistic Regression.pdf.pdf (1.4 MB)
  • 2.4 Section 02 - Getting Started with AzureML.pdf.pdf (2.7 MB)
  • 2.5 Section 04 - Classification - 003 - SVM.pdf.pdf (1.1 MB)
  • 2.6 Section 08 - Clustering.pdf.pdf (1.5 MB)
  • 2.7 Section 05 - Tune Hyperparameter.pdf.pdf (1.2 MB)
  • 2.8 Section 07 - Regression.pdf.pdf (2.8 MB)
  • 2.9 Section 10 - Feature Selection.pdf.pdf (2.9 MB)
  • 3. Important Message About Udemy Reviews.mp4 (4.7 MB)
  • 3. Important Message About Udemy Reviews.vtt (3.8 KB)
  • 4. Why Machine Learning is the Future.mp4 (68.7 MB)
  • 4. Why Machine Learning is the Future.vtt (9.2 KB)
  • 5. What is Machine Learning.mp4 (18.5 MB)
  • 5. What is Machine Learning.vtt (9.7 KB)
  • 6. Understanding various aspects of data - Type, Variables, Category.mp4 (13.6 MB)
  • 6. Understanding various aspects of data - Type, Variables, Category.vtt (7.1 KB)
  • 7. Common Machine Learning Terms - Probability, Mean, Mode, Median, Range.mp4 (13.3 MB)
  • 7. Common Machine Learning Terms - Probability, Mean, Mode, Median, Range.vtt (7.5 KB)
  • 8. Types of Machine Learning Models - Classification, Regression, Clustering etc.mp4 (19.0 MB)
  • 8. Types of Machine Learning Models - Classification, Regression, Clustering etc.vtt (9.2 KB)
  • 9. Basics of Machine Learning.html (0.1 KB)
10. Feature Selection - Select a subset of Variables or features with highest impact
  • 1. Feature Selection - Section Introduction.mp4 (7.7 MB)
  • 1. Feature Selection - Section Introduction.vtt (6.2 KB)
  • 2. Pearson Correlation Coefficient.mp4 (47.2 MB)
  • 2. Pearson Correlation Coefficient.vtt (6.6 KB)
  • 3. Chi Square Test of Independence.mp4 (8.3 MB)
  • 3. Chi Square Test of Independence.vtt (5.4 KB)
  • 4. Kendall Correlation Coefficient.mp4 (6.7 MB)
  • 4. Kendall Correlation Coefficient.vtt (4.0 KB)
  • 5. Spearman's Rank Correlation.mp4 (6.4 MB)
  • 5. Spearman's Rank Correlation.vtt (3.6 KB)
  • 6. [Hands On] - Comparison Experiment for Correlation Coefficients.mp4 (13.2 MB)
  • 6. [Hands On] - Comparison Experiment for Correlation Coefficients.vtt (7.1 KB)
  • 7. [Hands On] - Filter Based Selection - AzureML Experiment.mp4 (6.4 MB)
  • 7. [Hands On] - Filter Based Selection - AzureML Experiment.vtt (3.5 KB)
  • 8. Fisher Based LDA - Intuition.mp4 (24.1 MB)
  • 8. Fisher Based LDA - Intuition.vtt (5.0 KB)
  • 9. [Hands On] - Fisher Based LDA - Experiment.mp4 (61.1 MB)
  • 9. [Hands On] - Fisher Based LDA - Experiment.vtt (5.8 KB)
  • 9.1 Wine-Low-Medium-High.csv.csv (95.4 KB)
11. Recommendation System
  • 1. What is a Recommendation System.mp4 (35.0 MB)
  • 1. What is a Recommendation System.vtt (14.6 KB)
  • 2. Data Preparation using Recommender Split.mp4 (14.9 MB)
  • 2. Data Preparation using Recommender Split.vtt (7.3 KB)
  • 3. What is Matchbox Recommender and Train Matchbox Recommender.mp4 (14.6 MB)
  • 3. What is Matchbox Recommender and Train Matchbox Recommender.vtt (7.3 KB)
  • 4. How to Score the Matchbox Recommender.mp4 (10.9 MB)
  • 4. How to Score the Matchbox Recommender.vtt (5.2 KB)
  • 5. [Hands On] - Restaurant Recommendation Experiment.mp4 (36.2 MB)
  • 5. [Hands On] - Restaurant Recommendation Experiment.vtt (11.3 KB)
  • 6. Understanding the Matchbox Recommendation Results.mp4 (17.4 MB)
  • 6. Understanding the Matchbox Recommendation Results.vtt (7.2 KB)
  • 7. Recommendation System.html (0.1 KB)
12. Text Analytics and Natural Language Processing
  • 1. What is Text Analytics or Natural Language Processing.mp4 (40.7 MB)
  • 1. What is Text Analytics or Natural Language Processing.vtt (7.4 KB)
  • 2. Text Pre-Processing.mp4 (54.6 MB)
  • 2. Text Pre-Processing.vtt (13.2 KB)
  • 3. Bag Of Words and N-Gram Models for Text features.mp4 (50.0 MB)
  • 3. Bag Of Words and N-Gram Models for Text features.vtt (7.6 KB)
  • 4. Feature Hashing.mp4 (75.2 MB)
  • 4. Feature Hashing.vtt (12.7 KB)
  • 5. [Hands On] - Classify Customer Complaints using Text Analytics.mp4 (91.0 MB)
  • 5. [Hands On] - Classify Customer Complaints using Text Analytics.vtt (9.6 KB)
  • 5.1 two-class complaints modified.txt.txt (47.4 KB)
13. Thank You and Bonus Lecture
  • 1. Way Forward.mp4 (57.0 MB)
  • 1. Way Forward.vtt (4.9 KB)
  • 1.1 Links for datasets.pdf.pdf (261.4 KB)
  • 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)
  • 1. What You Will Learn in This Section.vtt (2.1 KB)
  • 2. What is Azure ML and high level architecture..mp4 (7.0 MB)
  • 2. What is Azure ML and high level architecture..vtt (3.5 KB)
  • 3. Creating a Free Azure ML Account.mp4 (5.4 MB)
  • 3. Creating a Free Azure ML Account.vtt (2.2 KB)
  • 4. Azure ML Studio Overview and walk-through.mp4 (12.2 MB)
  • 4. Azure ML Studio Overview and walk-through.vtt (4.5 KB)
  • 5. Azure ML Experiment Workflow.mp4 (13.2 MB)
  • 5. Azure ML Experiment Workflow.vtt (6.7 KB)
  • 6. Azure ML Cheat Sheet for Model Selection.mp4 (11.3 MB)
  • 6. Azure ML Cheat Sheet for Model Selection.vtt (5.8 KB)
  • 6.1 microsoft-machine-learning-algorithm-cheat-sheet-v6.pdf.pdf (404.1 KB)
  • 6.2 ml_studio_overview_v1.1.pdf.pdf (2.2 MB)
  • 7. Getting Started with AzureML.html (0.1 KB)
3. Data Processing

  • Description

    Udemy - A-Z Machine Learning using Azure Machine Learning (AzureML)

    This course will help you prepare for the entry to this hot career path of Machine Learning.

    For more Udemy Courses: https://freecourselab.com



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Udemy - A-Z Machine Learning using Azure Machine Learning (AzureML)

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1.8 GB
seeders:21
leechers:10
Udemy - A-Z Machine Learning using Azure Machine Learning (AzureML)

Torrent hash: D2FA031514C1C61E679BA39C9EC91F2038D0622A