File | Size |
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1. Basics of Machine Learning/1. What You Will Learn in This Section.mp4 | 12.39 MB |
1. Basics of Machine Learning/1. What You Will Learn in This Section.vtt | 2.32 kB |
1. Basics of Machine Learning/2. The course slides for all sections.html | 336.00 B |
1. Basics of Machine Learning/2.1 Section 01 - Basics of Machine Learning.pdf.pdf | 1.84 MB |
1. Basics of Machine Learning/2.10 Section 09 - Data Processing.pdf.pdf | 2.84 MB |
1. Basics of Machine Learning/2.11 Section 04 - Classification - 002 - Decision Tree.pdf.pdf | 3.40 MB |
1. Basics of Machine Learning/2.12 Section 11 - Recommendation System.pdf.pdf | 3.09 MB |
1. Basics of Machine Learning/2.13 Section - Text Analytics.pdf.pdf | 2.02 MB |
1. Basics of Machine Learning/2.14 Section 03 - Data Pre-processing.pdf.pdf | 1.01 MB |
1. Basics of Machine Learning/2.2 Section 06 - Deploy Webservice.pdf.pdf | 702.45 kB |
1. Basics of Machine Learning/2.3 Section 04 - Classification - 001 - Logistic Regression.pdf.pdf | 1.40 MB |
1. Basics of Machine Learning/2.4 Section 02 - Getting Started with AzureML.pdf.pdf | 2.68 MB |
1. Basics of Machine Learning/2.5 Section 04 - Classification - 003 - SVM.pdf.pdf | 1.12 MB |
1. Basics of Machine Learning/2.6 Section 08 - Clustering.pdf.pdf | 1.54 MB |
1. Basics of Machine Learning/2.7 Section 05 - Tune Hyperparameter.pdf.pdf | 1.19 MB |
1. Basics of Machine Learning/2.8 Section 07 - Regression.pdf.pdf | 2.81 MB |
1. Basics of Machine Learning/2.9 Section 10 - Feature Selection.pdf.pdf | 2.95 MB |
1. Basics of Machine Learning/3. Important Message About Udemy Reviews.mp4 | 4.69 MB |
1. Basics of Machine Learning/3. Important Message About Udemy Reviews.vtt | 3.77 kB |
1. Basics of Machine Learning/4. Why Machine Learning is the Future.mp4 | 68.72 MB |
1. Basics of Machine Learning/4. Why Machine Learning is the Future.vtt | 9.22 kB |
1. Basics of Machine Learning/5. What is Machine Learning.mp4 | 18.50 MB |
1. Basics of Machine Learning/5. What is Machine Learning.vtt | 9.74 kB |
1. Basics of Machine Learning/6. Understanding various aspects of data - Type, Variables, Category.mp4 | 13.61 MB |
1. Basics of Machine Learning/6. Understanding various aspects of data - Type, Variables, Category.vtt | 7.11 kB |
1. Basics of Machine Learning/7. Common Machine Learning Terms - Probability, Mean, Mode, Median, Range.mp4 | 13.31 MB |
1. Basics of Machine Learning/7. Common Machine Learning Terms - Probability, Mean, Mode, Median, Range.vtt | 7.46 kB |
1. Basics of Machine Learning/8. Types of Machine Learning Models - Classification, Regression, Clustering etc.mp4 | 19.04 MB |
1. Basics of Machine Learning/8. Types of Machine Learning Models - Classification, Regression, Clustering etc.vtt | 9.16 kB |
1. Basics of Machine Learning/9. Basics of Machine Learning.html | 136.00 B |
10. Feature Selection - Select a subset of Variables or features with highest impact/1. Feature Selection - Section Introduction.mp4 | 7.73 MB |
10. Feature Selection - Select a subset of Variables or features with highest impact/1. Feature Selection - Section Introduction.vtt | 6.23 kB |
10. Feature Selection - Select a subset of Variables or features with highest impact/2. Pearson Correlation Coefficient.mp4 | 47.22 MB |
10. Feature Selection - Select a subset of Variables or features with highest impact/2. Pearson Correlation Coefficient.vtt | 6.57 kB |
10. Feature Selection - Select a subset of Variables or features with highest impact/3. Chi Square Test of Independence.mp4 | 8.28 MB |
10. Feature Selection - Select a subset of Variables or features with highest impact/3. Chi Square Test of Independence.vtt | 5.43 kB |
10. Feature Selection - Select a subset of Variables or features with highest impact/4. Kendall Correlation Coefficient.mp4 | 6.71 MB |
10. Feature Selection - Select a subset of Variables or features with highest impact/4. Kendall Correlation Coefficient.vtt | 3.98 kB |
10. Feature Selection - Select a subset of Variables or features with highest impact/5. Spearman's Rank Correlation.mp4 | 6.37 MB |
10. Feature Selection - Select a subset of Variables or features with highest impact/5. Spearman's Rank Correlation.vtt | 3.60 kB |
10. Feature Selection - Select a subset of Variables or features with highest impact/6. [Hands On] - Comparison Experiment for Correlation Coefficients.mp4 | 13.19 MB |
10. Feature Selection - Select a subset of Variables or features with highest impact/6. [Hands On] - Comparison Experiment for Correlation Coefficients.vtt | 7.08 kB |
10. Feature Selection - Select a subset of Variables or features with highest impact/7. [Hands On] - Filter Based Selection - AzureML Experiment.mp4 | 6.38 MB |
10. Feature Selection - Select a subset of Variables or features with highest impact/7. [Hands On] - Filter Based Selection - AzureML Experiment.vtt | 3.51 kB |
10. Feature Selection - Select a subset of Variables or features with highest impact/8. Fisher Based LDA - Intuition.mp4 | 24.08 MB |
10. Feature Selection - Select a subset of Variables or features with highest impact/8. Fisher Based LDA - Intuition.vtt | 4.99 kB |
10. Feature Selection - Select a subset of Variables or features with highest impact/9. [Hands On] - Fisher Based LDA - Experiment.mp4 | 61.14 MB |
10. Feature Selection - Select a subset of Variables or features with highest impact/9. [Hands On] - Fisher Based LDA - Experiment.vtt | 5.81 kB |
10. Feature Selection - Select a subset of Variables or features with highest impact/9.1 Wine-Low-Medium-High.csv.csv | 95.36 kB |
11. Recommendation System/1. What is a Recommendation System.mp4 | 34.97 MB |
11. Recommendation System/1. What is a Recommendation System.vtt | 14.55 kB |
11. Recommendation System/2. Data Preparation using Recommender Split.mp4 | 14.92 MB |
11. Recommendation System/2. Data Preparation using Recommender Split.vtt | 7.29 kB |
11. Recommendation System/3. What is Matchbox Recommender and Train Matchbox Recommender.mp4 | 14.56 MB |
11. Recommendation System/3. What is Matchbox Recommender and Train Matchbox Recommender.vtt | 7.25 kB |
11. Recommendation System/4. How to Score the Matchbox Recommender.mp4 | 10.94 MB |
11. Recommendation System/4. How to Score the Matchbox Recommender.vtt | 5.18 kB |
11. Recommendation System/5. [Hands On] - Restaurant Recommendation Experiment.mp4 | 36.18 MB |
11. Recommendation System/5. [Hands On] - Restaurant Recommendation Experiment.vtt | 11.28 kB |
11. Recommendation System/6. Understanding the Matchbox Recommendation Results.mp4 | 17.44 MB |
11. Recommendation System/6. Understanding the Matchbox Recommendation Results.vtt | 7.20 kB |
11. Recommendation System/7. Recommendation System.html | 137.00 B |
12. Text Analytics and Natural Language Processing/1. What is Text Analytics or Natural Language Processing.mp4 | 40.70 MB |
12. Text Analytics and Natural Language Processing/1. What is Text Analytics or Natural Language Processing.vtt | 7.39 kB |
12. Text Analytics and Natural Language Processing/2. Text Pre-Processing.mp4 | 54.61 MB |
12. Text Analytics and Natural Language Processing/2. Text Pre-Processing.vtt | 13.22 kB |
12. Text Analytics and Natural Language Processing/3. Bag Of Words and N-Gram Models for Text features.mp4 | 49.96 MB |
12. Text Analytics and Natural Language Processing/3. Bag Of Words and N-Gram Models for Text features.vtt | 7.56 kB |
12. Text Analytics and Natural Language Processing/4. Feature Hashing.mp4 | 75.17 MB |
12. Text Analytics and Natural Language Processing/4. Feature Hashing.vtt | 12.73 kB |
12. Text Analytics and Natural Language Processing/5. [Hands On] - Classify Customer Complaints using Text Analytics.mp4 | 90.99 MB |
12. Text Analytics and Natural Language Processing/5. [Hands On] - Classify Customer Complaints using Text Analytics.vtt | 9.59 kB |
12. Text Analytics and Natural Language Processing/5.1 two-class complaints modified.txt.txt | 47.39 kB |
13. Thank You and Bonus Lecture/1. Way Forward.mp4 | 57.00 MB |
13. Thank You and Bonus Lecture/1. Way Forward.vtt | 4.94 kB |
13. Thank You and Bonus Lecture/1.1 Links for datasets.pdf.pdf | 261.42 kB |
13. Thank You and Bonus Lecture/2. Bonus Lecture.html | 1.37 kB |
2. Getting Started with Azure ML/1. What You Will Learn in This Section.mp4 | 4.35 MB |
2. Getting Started with Azure ML/1. What You Will Learn in This Section.vtt | 2.12 kB |
2. Getting Started with Azure ML/2. What is Azure ML and high level architecture..mp4 | 7.04 MB |
2. Getting Started with Azure ML/2. What is Azure ML and high level architecture..vtt | 3.47 kB |
2. Getting Started with Azure ML/3. Creating a Free Azure ML Account.mp4 | 5.42 MB |
2. Getting Started with Azure ML/3. Creating a Free Azure ML Account.vtt | 2.18 kB |
2. Getting Started with Azure ML/4. Azure ML Studio Overview and walk-through.mp4 | 12.17 MB |
2. Getting Started with Azure ML/4. Azure ML Studio Overview and walk-through.vtt | 4.54 kB |
2. Getting Started with Azure ML/5. Azure ML Experiment Workflow.mp4 | 13.22 MB |
2. Getting Started with Azure ML/5. Azure ML Experiment Workflow.vtt | 6.74 kB |
2. Getting Started with Azure ML/6. Azure ML Cheat Sheet for Model Selection.mp4 | 11.27 MB |
2. Getting Started with Azure ML/6. Azure ML Cheat Sheet for Model Selection.vtt | 5.83 kB |
2. Getting Started with Azure ML/6.1 microsoft-machine-learning-algorithm-cheat-sheet-v6.pdf.pdf | 404.10 kB |
2. Getting Started with Azure ML/6.2 ml_studio_overview_v1.1.pdf.pdf | 2.25 MB |
2. Getting Started with Azure ML/7. Getting Started with AzureML.html | 136.00 B |
3. Data Processing/1. [Hands On] - Data Input-Output - Upload Data.mp4 | 18.57 MB |
3. Data Processing/1. [Hands On] - Data Input-Output - Upload Data.vtt | 7.17 kB |
3. Data Processing/1.1 Employee Dataset - Full.csv.csv | 1.85 kB |
3. Data Processing/2. [Hands On] - Data Input-Output - Convert and Unpack.mp4 | 22.09 MB |
3. Data Processing/2. [Hands On] - Data Input-Output - Convert and Unpack.vtt | 8.13 kB |
3. Data Processing/2.1 Employee Dataset - Full.zip.zip | 773.00 B |
3. Data Processing/3. [Hands On] - Data Input-Output - Import Data.mp4 | 13.12 MB |
3. Data Processing/3. [Hands On] - Data Input-Output - Import Data.vtt | 5.73 kB |
3. Data Processing/3.1 Adult Dataset URL.txt.txt | 74.00 B |
3. Data Processing/4. [Hands On] -Data Transform - Add RowsColumns, Remove Duplicates, Select Columns.mp4 | 26.47 MB |
3. Data Processing/4. [Hands On] -Data Transform - Add RowsColumns, Remove Duplicates, Select Columns.vtt | 10.32 kB |
3. Data Processing/4.1 Employee Dataset - AC1.csv.csv | 1.62 kB |
3. Data Processing/4.2 Employee Dataset - AR2.csv.csv | 1.34 kB |
3. Data Processing/4.3 Employee Dataset - AC2.csv.csv | 260.00 B |
3. Data Processing/4.4 Employee Dataset - AR1.csv.csv | 672.00 B |
3. Data Processing/4.5 Employee Dataset - TSV.txt.txt | 1.85 kB |
3. Data Processing/5. [Hands On] - Apply SQL Transformation, Clean Missing Data, Edit Metadata.mp4 | 38.91 MB |
3. Data Processing/5. [Hands On] - Apply SQL Transformation, Clean Missing Data, Edit Metadata.vtt | 16.23 kB |
3. Data Processing/5.1 Wine Quality Dataset.csv.csv | 83.73 kB |
3. Data Processing/5.2 SQL Statement - Wine.txt.txt | 141.00 B |
3. Data Processing/6. [Hands On] - Sample and Split Data - Partition or Sample, Train and Test Data.mp4 | 35.52 MB |
3. Data Processing/6. [Hands On] - Sample and Split Data - Partition or Sample, Train and Test Data.vtt | 14.50 kB |
3. Data Processing/7. Data Processing.html | 136.00 B |
4. Classification/1. Logistic Regression - What is Logistic Regression.mp4 | 11.48 MB |
4. Classification/1. Logistic Regression - What is Logistic Regression.vtt | 5.82 kB |
4. Classification/10. [Hands On] Two-Class Boosted Decision Tree - Build Bank Telemarketing Prediction.mp4 | 25.17 MB |
4. Classification/10. [Hands On] Two-Class Boosted Decision Tree - Build Bank Telemarketing Prediction.vtt | 8.99 kB |
4. Classification/10.1 Bank Telemarketing.csv.csv | 4.71 MB |
4. Classification/11. Decision Forest - Parameters Explained.mp4 | 5.79 MB |
4. Classification/11. Decision Forest - Parameters Explained.vtt | 3.40 kB |
4. Classification/12. [Hands On] - Two Class Decision Forest - Adult Census Income Prediction.mp4 | 35.10 MB |
4. Classification/12. [Hands On] - Two Class Decision Forest - Adult Census Income Prediction.vtt | 12.54 kB |
4. Classification/13. [Hands On] - Decision Tree - Multi Class Decision Forest IRIS Data.mp4 | 18.57 MB |
4. Classification/13. [Hands On] - Decision Tree - Multi Class Decision Forest IRIS Data.vtt | 7.05 kB |
4. Classification/13.1 IRIS Dataset Link.txt.txt | 74.00 B |
4. Classification/14. SVM - What is Support Vector Machine.mp4 | 7.13 MB |
4. Classification/14. SVM - What is Support Vector Machine.vtt | 3.53 kB |
4. Classification/15. [Hands On] - SVM - Adult Census Income Prediction.mp4 | 13.83 MB |
4. Classification/15. [Hands On] - SVM - Adult Census Income Prediction.vtt | 4.96 kB |
4. Classification/16. Classification Quiz.html | 136.00 B |
4. Classification/2. [Hands On] -Logistic Regression - Build Two-Class Loan Approval Prediction Model.mp4 | 52.21 MB |
4. Classification/2. [Hands On] -Logistic Regression - Build Two-Class Loan Approval Prediction Model.vtt | 19.76 kB |
4. Classification/2.1 Loan Approval Prediction.csv.csv | 37.12 kB |
4. Classification/3. Logistic Regression - Understand Parameters and Their Impact.mp4 | 19.55 MB |
4. Classification/3. Logistic Regression - Understand Parameters and Their Impact.vtt | 11.26 kB |
4. Classification/4. Understanding the Confusion Matrix, AUC, Accuracy, Precision, Recall and F1Score.mp4 | 29.42 MB |
4. Classification/4. Understanding the Confusion Matrix, AUC, Accuracy, Precision, Recall and F1Score.vtt | 11.86 kB |
4. Classification/4.1 004 - Logistic Regression - Understanding the results.xlsx.xlsx | 23.96 kB |
4. Classification/5. Logistic Regression - Model Selection and Impact Analysis.mp4 | 13.77 MB |
4. Classification/5. Logistic Regression - Model Selection and Impact Analysis.vtt | 5.03 kB |
4. Classification/6. [Hands On] Logistic Regression - Build Multi-Class Wine Quality Prediction Model.mp4 | 19.67 MB |
4. Classification/6. [Hands On] Logistic Regression - Build Multi-Class Wine Quality Prediction Model.vtt | 7.54 kB |
4. Classification/6.1 winequality-red.csv.csv | 83.73 kB |
4. Classification/7. Decision Tree - What is Decision Tree.mp4 | 14.34 MB |
4. Classification/7. Decision Tree - What is Decision Tree.vtt | 7.02 kB |
4. Classification/8. Decision Tree - Ensemble Learning - Bagging and Boosting.mp4 | 12.91 MB |
4. Classification/8. Decision Tree - Ensemble Learning - Bagging and Boosting.vtt | 6.57 kB |
4. Classification/9. Decision Tree - Parameters - Two Class Boosted Decision Tree.mp4 | 12.10 MB |
4. Classification/9. Decision Tree - Parameters - Two Class Boosted Decision Tree.vtt | 5.38 kB |
5. Hyperparameter Tuning/1. [Hands On] - Tune Hyperparameter for Best Parameter Selection.mp4 | 21.92 MB |
5. Hyperparameter Tuning/1. [Hands On] - Tune Hyperparameter for Best Parameter Selection.vtt | 8.66 kB |
5. Hyperparameter Tuning/2. Hyperparameter Tuning.html | 136.00 B |
6. Deploy Webservice/1. Azure ML Webservice - Prepare the experiment for webservice.mp4 | 5.56 MB |
6. Deploy Webservice/1. Azure ML Webservice - Prepare the experiment for webservice.vtt | 2.27 kB |
6. Deploy Webservice/2. [Hands On] - Deploy Machine Learning Model As a Web Service.mp4 | 9.18 MB |
6. Deploy Webservice/2. [Hands On] - Deploy Machine Learning Model As a Web Service.vtt | 9.19 MB |
6. Deploy Webservice/3. [Hands On] - Use the Web Service - Example of Excel.mp4 | 16.58 MB |
6. Deploy Webservice/3. [Hands On] - Use the Web Service - Example of Excel.vtt | 6.05 kB |
6. Deploy Webservice/4. AzureML Web Service.html | 137.00 B |
7. Regression Analysis/1. What is Linear Regression.mp4 | 14.03 MB |
7. Regression Analysis/1. What is Linear Regression.vtt | 5.26 kB |
7. Regression Analysis/10. [Hands On] - Decision Tree - Experiment Boosted Decision Tree.mp4 | 17.28 MB |
7. Regression Analysis/10. [Hands On] - Decision Tree - Experiment Boosted Decision Tree.vtt | 5.67 kB |
7. Regression Analysis/11. Regression Analysis.html | 137.00 B |
7. Regression Analysis/2. Regression Analysis - Common Metrics.mp4 | 12.59 MB |
7. Regression Analysis/2. Regression Analysis - Common Metrics.vtt | 5.57 kB |
7. Regression Analysis/3. [Hands On] - Linear Regression model using OLS.mp4 | 91.03 MB |
7. Regression Analysis/3. [Hands On] - Linear Regression model using OLS.vtt | 9.71 kB |
7. Regression Analysis/4. [Hands On] - Linear Regression - R Squared.mp4 | 10.33 MB |
7. Regression Analysis/4. [Hands On] - Linear Regression - R Squared.vtt | 3.82 kB |
7. Regression Analysis/5. Gradient Descent.mp4 | 27.66 MB |
7. Regression Analysis/5. Gradient Descent.vtt | 9.06 kB |
7. Regression Analysis/6. Linear Regression Online Gradient Descent.mp4 | 6.71 MB |
7. Regression Analysis/6. Linear Regression Online Gradient Descent.vtt | 1.96 kB |
7. Regression Analysis/7. [Hands On] - Experiment Online Gradient.mp4 | 10.85 MB |
7. Regression Analysis/7. [Hands On] - Experiment Online Gradient.vtt | 3.94 kB |
7. Regression Analysis/8. Decision Tree - What is Regression Tree.mp4 | 12.24 MB |
7. Regression Analysis/8. Decision Tree - What is Regression Tree.vtt | 5.49 kB |
7. Regression Analysis/9. Decision Tree - What is Boosted Decision Tree Regression.mp4 | 4.32 MB |
7. Regression Analysis/9. Decision Tree - What is Boosted Decision Tree Regression.vtt | 1.78 kB |
8. Clustering/1. What is Cluster Analysis.mp4 | 22.38 MB |
8. Clustering/1. What is Cluster Analysis.vtt | 9.80 kB |
8. Clustering/2. [Hands On] - Cluster Analysis Experiment 1.mp4 | 30.92 MB |
8. Clustering/2. [Hands On] - Cluster Analysis Experiment 1.vtt | 11.88 kB |
8. Clustering/2.1 Callcenter Data.csv.csv | 831.00 B |
8. Clustering/3. [Hands On] - Cluster Analysis Experiment 2 - Score and Evaluate.mp4 | 18.37 MB |
8. Clustering/3. [Hands On] - Cluster Analysis Experiment 2 - Score and Evaluate.vtt | 6.62 kB |
8. Clustering/4. Clustering or Cluster Analysis.html | 137.00 B |
9. Data Processing - Solving Data Processing Challenges/1. Section Introduction.mp4 | 5.41 MB |
9. Data Processing - Solving Data Processing Challenges/1. Section Introduction.vtt | 2.77 kB |
9. Data Processing - Solving Data Processing Challenges/10. Data Normalization - Scale and Reduce.mp4 | 5.33 MB |
9. Data Processing - Solving Data Processing Challenges/10. Data Normalization - Scale and Reduce.vtt | 2.67 kB |
9. Data Processing - Solving Data Processing Challenges/11. [Hands On] - Data Normalization.mp4 | 5.88 MB |
9. Data Processing - Solving Data Processing Challenges/11. [Hands On] - Data Normalization.vtt | 2.17 kB |
9. Data Processing - Solving Data Processing Challenges/12. PCA - What is PCA and Curse of Dimensionality.mp4 | 10.73 MB |
9. Data Processing - Solving Data Processing Challenges/12. PCA - What is PCA and Curse of Dimensionality.vtt | 5.54 kB |
9. Data Processing - Solving Data Processing Challenges/13. [Hands On] - Principal Component Analysis.mp4 | 7.41 MB |
9. Data Processing - Solving Data Processing Challenges/13. [Hands On] - Principal Component Analysis.vtt | 3.22 kB |
9. Data Processing - Solving Data Processing Challenges/14. Join Data - Join Multiple Datasets based on common keys.mp4 | 10.48 MB |
9. Data Processing - Solving Data Processing Challenges/14. Join Data - Join Multiple Datasets based on common keys.vtt | 5.47 kB |
9. Data Processing - Solving Data Processing Challenges/15. [Hands On] - Join Data - Experiment.mp4 | 5.56 MB |
9. Data Processing - Solving Data Processing Challenges/15. [Hands On] - Join Data - Experiment.vtt | 2.41 kB |
9. Data Processing - Solving Data Processing Challenges/15.1 EmpSalaryJC.csv.csv | 110.00 B |
9. Data Processing - Solving Data Processing Challenges/15.2 EmpDeptJC.csv.csv | 108.00 B |
9. Data Processing - Solving Data Processing Challenges/2. How to Summarize Data.mp4 | 11.70 MB |
9. Data Processing - Solving Data Processing Challenges/2. How to Summarize Data.vtt | 5.60 kB |
9. Data Processing - Solving Data Processing Challenges/3. [Hands On] - Summarize Data - Experiment.mp4 | 8.15 MB |
9. Data Processing - Solving Data Processing Challenges/3. [Hands On] - Summarize Data - Experiment.vtt | 2.81 kB |
9. Data Processing - Solving Data Processing Challenges/4. Outliers Treatment - Clip Values.mp4 | 11.49 MB |
9. Data Processing - Solving Data Processing Challenges/4. Outliers Treatment - Clip Values.vtt | 5.83 kB |
9. Data Processing - Solving Data Processing Challenges/5. [Hands On] - Outliers Treatment - Clip Values.mp4 | 17.65 MB |
9. Data Processing - Solving Data Processing Challenges/5. [Hands On] - Outliers Treatment - Clip Values.vtt | 6.49 kB |
9. Data Processing - Solving Data Processing Challenges/6. Clean Missing Data with MICE.mp4 | 13.05 MB |
9. Data Processing - Solving Data Processing Challenges/6. Clean Missing Data with MICE.vtt | 6.10 kB |
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/7. [Hands On] - Clean Missing Data with MICE.vtt | 6.12 kB |
9. Data Processing - Solving Data Processing Challenges/7.1 MICE Loan Dataset.csv.csv | 37.12 kB |
9. Data Processing - Solving Data Processing Challenges/8. SMOTE - Create New Synthetic Observations.mp4 | 14.21 MB |
9. Data Processing - Solving Data Processing Challenges/8. SMOTE - Create New Synthetic Observations.vtt | 7.27 kB |
9. Data Processing - Solving Data Processing Challenges/9. [Hands On] - SMOTE.mp4 | 15.54 MB |
9. Data Processing - Solving Data Processing Challenges/9. [Hands On] - SMOTE.vtt | 4.99 kB |
9. Data Processing - Solving Data Processing Challenges/9.1 LoanSMOTE.csv.csv | 6.20 kB |
[FreeCourseLab.com].url | 126.00 B |