[FreeTutorials.Us] Udemy - A-Z Machine Learning using Azure Machine Learning (AzureML)

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文件数目：317个文件
文件大小：1.93 GB
收录时间：2020-01-03
访问次数：11
相关内容：FreeTutorials Udemy Machine Learning using Azure AzureML

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7. Regression Analysis/3. [Hands On] - Linear Regression model using OLS.mp4
91.03 MB
12. Text Analytics and Natural Language Processing/5. [Hands On] - Classify Customer Complaints using Text Analytics.mp4
87.43 MB
12. Text Analytics and Natural Language Processing/4. Feature Hashing.mp4
75.17 MB
1. Basics of Machine Learning/4. Why Machine Learning is the Future.mp4
68.71 MB
10. Feature Selection - Select a..highest impact/9. [Hands On] - Fisher Based LDA - Experiment.mp4
61.14 MB
12. Text Analytics and Natural Language Processing/2. Text Pre-Processing.mp4
54.61 MB
4. Classification/2. [Hands On] -Logistic Regression - Build Two-Class Loan Approval Prediction Model.mp4
52.2 MB
3. Data Processing/1. [Hands On] - Data Input-Output - Upload Data.mp4
50.99 MB
13. Thank You and Bonus Lecture/1. Way Forward.mp4
49.99 MB
12. Text Analytics and Natural Language Processing/3. Bag Of Words and N-Gram Models for Text features.mp4
49.96 MB
10. Feature Selection - Select a..highest impact/2. Pearson Correlation Coefficient.mp4
47.22 MB
12. Text Analytics and Natural Language Processing/1. What is Text Analytics or Natural Language Processing.mp4
44.84 MB
3. Data Processing/5. [Hands On] - Apply SQL Transformation, Clean Missing Data, Edit Metadata.mp4
38.91 MB
11. Recommendation System/5. [Hands On] - Restaurant Recommendation Experiment.mp4
36.18 MB
3. Data Processing/6. [Hands On] - Sample and Split Data - Partition or Sample, Train and Test Data.mp4
35.52 MB
4. Classification/12. [Hands On] - Two Class Decision Forest - Adult Census Income Prediction.mp4
35.09 MB
11. Recommendation System/1. What is a Recommendation System.mp4
34.96 MB
8. Clustering/2. [Hands On] - Cluster Analysis Experiment 1.mp4
30.92 MB
4. Classification/1. Logistic Regression - What is Logistic Regression.mp4
30.67 MB
4. Classification/4. Understanding the Confusion Matrix, AUC, Accuracy, Precision, Recall and F1Score.mp4
29.41 MB
7. Regression Analysis/5. Gradient Descent.mp4
27.67 MB
3. Data Processing/4. [Hands On] -Data Transform - Add RowsColumns, Remove Duplicates, Select Columns.mp4
26.46 MB
4. Classification/10. [Hands On] Two-Class Boosted Decision Tree - Build Bank Telemarketing Prediction.mp4
25.16 MB
10. Feature Selection - Select a..highest impact/8. Fisher Based LDA - Intuition.mp4
24.08 MB
2. Getting Started with Azure ML/2. What is Azure ML and high level architecture..mp4
23.21 MB
8. Clustering/1. What is Cluster Analysis.mp4
22.38 MB
3. Data Processing/2. [Hands On] - Data Input-Output - Convert and Unpack.mp4
22.08 MB
5. Hyperparameter Tuning/1. [Hands On] - Tune Hyperparameter for Best Parameter Selection.mp4
21.92 MB
4. Classification/6. [Hands On] Logistic Regression - Build Multi-Class Wine Quality Prediction Model.mp4
19.66 MB
4. Classification/3. Logistic Regression - Understand Parameters and Their Impact.mp4
19.54 MB
1. Basics of Machine Learning/3. Important Message About Udemy Reviews.mp4
19.24 MB
1. Basics of Machine Learning/1. What You Will Learn in This Section.mp4
19.19 MB
1. Basics of Machine Learning/8. Types of Machine Learning Models - Classification, Regression, Clustering etc.mp4
19.04 MB
4. Classification/13. [Hands On] - Decision Tree - Multi Class Decision Forest IRIS Data.mp4
18.57 MB
1. Basics of Machine Learning/5. What is Machine Learning.mp4
18.49 MB
8. Clustering/3. [Hands On] - Cluster Analysis Experiment 2 - Score and Evaluate.mp4
18.36 MB
9. Data Processing - Solving Data Processing Challenges/5. [Hands On] - Outliers Treatment - Clip Values.mp4
17.65 MB
11. Recommendation System/6. Understanding the Matchbox Recommendation Results.mp4
17.44 MB
7. Regression Analysis/10. [Hands On] - Decision Tree - Experiment Boosted Decision Tree.mp4
17.28 MB
6. Deploy Webservice/3. [Hands On] - Use the Web Service - Example of Excel.mp4
16.58 MB
9. Data Processing - Solving Data Processing Challenges/7. [Hands On] - Clean Missing Data with MICE.mp4
15.91 MB
9. Data Processing - Solving Data Processing Challenges/9. [Hands On] - SMOTE.mp4
15.54 MB
9. Data Processing - Solving Data Processing Challenges/15. [Hands On] - Join Data - Experiment.mp4
15.11 MB
11. Recommendation System/2. Data Preparation using Recommender Split.mp4
14.92 MB
4. Classification/14. SVM - What is Support Vector Machine.mp4
14.9 MB
11. Recommendation System/3. What is Matchbox Recommender and Train Matchbox Recommender.mp4
14.56 MB
4. Classification/7. Decision Tree - What is Decision Tree.mp4
14.34 MB
9. Data Processing - Solving Data Processing Challenges/8. SMOTE - Create New Synthetic Observations.mp4
14.21 MB
7. Regression Analysis/1. What is Linear Regression.mp4
14.04 MB
4. Classification/15. [Hands On] - SVM - Adult Census Income Prediction.mp4
13.83 MB