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【影视】 [FreeCoursesOnline.Me] Pluralsight - Creating Machine Learning Models

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05.Understanding and Implementing Clustering Model/05.09.Demo Agglomerative Clustering.mp4 51.6 MB
05.Understanding and Implementing Clustering Model/05.08.Demo Clustering Using Labeled Data.mp4 19.1 MB
03.Understanding and Implementing Regression Models/03.03.Demo Linear Regression Using Numeric Features.mp4 18.5 MB
04.Understanding and Implementing Classification Models/04.07.Demo Building Classification Models Using Multiple Techniques.mp4 16.2 MB
04.Understanding and Implementing Classification Models/04.09.Demo Performing Multiclass Classification on Text Data.mp4 15.6 MB
04.Understanding and Implementing Classification Models/04.04.Demo Building and Training a Binary Classification Model.mp4 14.4 MB
02.Understanding Approaches to Machine Learning/02.03.Rule-based vs. ML-based Learning.mp4 14.2 MB
03.Understanding and Implementing Regression Models/03.09.Demo Multiple Types of Regression.mp4 12.6 MB
05.Understanding and Implementing Clustering Model/05.07.Demo Performing K-means Clustering on Unlabeled Data.mp4 12.4 MB
02.Understanding Approaches to Machine Learning/02.06.Choosing the Right Model Based on Data.mp4 11.0 MB
03.Understanding and Implementing Regression Models/03.05.Demo Preprocessing Numeric and Categorical Data and Fitting a Regression Model.mp4 11.0 MB
02.Understanding Approaches to Machine Learning/02.08.Transfer Learning, Cold Start ML and Warm Start ML.mp4 10.6 MB
04.Understanding and Implementing Classification Models/04.03.Understanding Logistic Regression Intuitively.mp4 10.4 MB
01.Course Overview/01.01.Course Overview.mp4 10.4 MB
04.Understanding and Implementing Classification Models/04.06.Understanding Decision Tree and Naive Bayes Classification.mp4 10.4 MB
03.Understanding and Implementing Regression Models/03.04.Demo Exploring Regression Data.mp4 10.1 MB
03.Understanding and Implementing Regression Models/03.02.Building and Evaluating Regression Models.mp4 9.8 MB
02.Understanding Approaches to Machine Learning/02.07.Supervised vs. Unsupervised Learning.mp4 9.7 MB
Exercise_file.zip 8.5 MB
04.Understanding and Implementing Classification Models/04.02.Types of Classifiers.mp4 8.3 MB

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【影视】 [DesireCourse.Net] Udemy - Machine Learning for Beginners Linear Regression model in R

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7. Regression models other than OLS/6. Ridge regression and Lasso in R.mp4 130.3 MB
4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 129.9 MB
3. Getting started with R and R studio/7. Creating Barplots in R.mp4 123.3 MB
5. Data Preprocessing/16. Bi-variate Analysis and Variable Transformation.mp4 119.3 MB
5. Data Preprocessing/7. EDD in R.mp4 117.7 MB
6. Linear Regression Model/3. Assessing Accuracy of predicted coefficients.mp4 109.5 MB
3. Getting started with R and R studio/3. Packages in R.mp4 103.5 MB
5. Data Preprocessing/24. Correlation Matrix in R.mp4 99.7 MB
6. Linear Regression Model/16. Test-Train Split in R.mp4 95.5 MB
7. Regression models other than OLS/2. Subset Selection techniques.mp4 91.3 MB
2. Basics of Statistics/3. Describing the data graphically.mp4 86.2 MB
5. Data Preprocessing/23. Correlation Matrix and cause-effect relationship.mp4 85.2 MB
5. Data Preprocessing/3. The Data and the Data Dictionary.mp4 82.4 MB
7. Regression models other than OLS/3. Subset selection in R.mp4 80.3 MB
6. Linear Regression Model/11. Multiple Linear Regression in R.mp4 76.7 MB
3. Getting started with R and R studio/6. Inputting data part 3 Importing from CSV or Text files.mp4 72.5 MB
5. Data Preprocessing/17. Variable transformation in R.mp4 71.1 MB
6. Linear Regression Model/8. The F - statistic.mp4 67.3 MB
5. Data Preprocessing/21. Dummy variable creation in R.mp4 54.8 MB
3. Getting started with R and R studio/8. Creating Histograms in R.mp4 54.0 MB

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[TutsNode.com] - Python Machine Learning Bootcamp/02 Machine Learning Workflow/023 Text and Categorical Data.mp4 315.6 MB
[TutsNode.com] - Python Machine Learning Bootcamp/02 Machine Learning Workflow/019 Grid and Randomized Search.mp4 297.4 MB
[TutsNode.com] - Python Machine Learning Bootcamp/02 Machine Learning Workflow/027 Over and Undersampling.mp4 293.3 MB
[TutsNode.com] - Python Machine Learning Bootcamp/02 Machine Learning Workflow/034 SVM Classification Practical.mp4 278.9 MB
[TutsNode.com] - Python Machine Learning Bootcamp/02 Machine Learning Workflow/020 Handling Missing Values.mp4 268.4 MB
[TutsNode.com] - Python Machine Learning Bootcamp/02 Machine Learning Workflow/028 Feature Importance.mp4 235.3 MB
[TutsNode.com] - Python Machine Learning Bootcamp/03 Regression/033 PCA Practical.mp4 231.7 MB
[TutsNode.com] - Python Machine Learning Bootcamp/02 Machine Learning Workflow/006 Creating and Training a Binary Classifier.mp4 222.3 MB
[TutsNode.com] - Python Machine Learning Bootcamp/01 Pre-Machine Learning Steps/006 Data Preparation and Exploration.mp4 194.1 MB
[TutsNode.com] - Python Machine Learning Bootcamp/03 Regression/007 SGD Regression.mp4 186.2 MB
[TutsNode.com] - Python Machine Learning Bootcamp/03 Regression/004 Boston Housing Intro.mp4 174.1 MB
[TutsNode.com] - Python Machine Learning Bootcamp/02 Machine Learning Workflow/037 Decision Tree Classifier Theory.mp4 171.4 MB
[TutsNode.com] - Python Machine Learning Bootcamp/02 Machine Learning Workflow/014 Cross-Validation.mp4 170.7 MB
[TutsNode.com] - Python Machine Learning Bootcamp/02 Machine Learning Workflow/022 Feature Scaling Practical.mp4 169.9 MB
[TutsNode.com] - Python Machine Learning Bootcamp/02 Machine Learning Workflow/031 Multilabel Classification.mp4 160.4 MB
[TutsNode.com] - Python Machine Learning Bootcamp/03 Regression/002 Linear Regression Practical.mp4 149.4 MB
[TutsNode.com] - Python Machine Learning Bootcamp/02 Machine Learning Workflow/033 SVM Theory.mp4 148.2 MB
[TutsNode.com] - Python Machine Learning Bootcamp/03 Regression/003 Regularized Linear Regression Practical.mp4 147.5 MB
[TutsNode.com] - Python Machine Learning Bootcamp/03 Regression/050 Gaussian Mixture Practical.mp4 132.5 MB
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1. AWS Cloud Services/12.1 2.8 - Amazon EC2 Autoscaling.pdf.pdf 1.7 MB
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1. AWS Cloud Services/13.1 2.9 - Elastic Load Balancing (ELB).pdf.pdf 1.5 MB
1. AWS Cloud Services/13. Elastic Load Balancing (ELB).mp4 96.1 MB
1. AWS Cloud Services/14.1 2.10 - Amazon Lightsail.pdf.pdf 1.1 MB
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1. AWS Cloud Services/15.1 2.11 - AWS Lamda.pdf.pdf 1.7 MB
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1. AWS Cloud Services/16.1 2.12 - AWS ECS using Fargate.pdf.pdf 2.3 MB
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1. AWS Cloud Services/17.1 3.0 - AWS Storage - S3, EBS, EFS, Glacier, Gateway.pdf.pdf 3.5 MB
1. AWS Cloud Services/17. Storage - S3, EBS, EFS, Glacier, Snow Family, Gateway.mp4 202.0 MB
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