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

• [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. 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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