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Machine Learning Made Easy - Beginner to Advanced using R
magnet:?xt=urn:btih:ffc8abd4aa28467122201da7fabccdf1d2a46904&dn=Machine Learning Made Easy - Beginner to Advanced using R
磁力链接详情
Hash值:
ffc8abd4aa28467122201da7fabccdf1d2a46904
点击数:
82
文件大小:
1.88 GB
文件数量:
129
创建日期:
2021-5-1 06:19
最后访问:
2024-7-19 04:52
访问标签:
Machine
Learning
Made
Easy
-
Beginner
to
Advanced
using
R
文件列表详情
Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/1. Getting Started.mp4 10.21 MB
Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/2. R Environment.mp4 9.64 MB
Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/3. R Packages.mp4 11.06 MB
Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/4. R Data types Vectors.mp4 31.75 MB
Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/5. R Data Frames.mp4 26.97 MB
Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/6. List.mp4 21.12 MB
Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/7. Factor and Matrix.mp4 7.71 MB
Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/8. R History and Scripts.mp4 22.09 MB
Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/9. R Functions.mp4 9.69 MB
Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/10. Errors.mp4 15.29 MB
Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/1. Introduction to Data Handling.mp4 2.63 MB
Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/2. Importing the Datasets.mp4 12.31 MB
Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/3. Checklist.mp4 12.07 MB
Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/4. Subsetting the Data.mp4 10.08 MB
Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/5. Subsetting Variable Condition.mp4 14.99 MB
Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/6. Calculated Fields_ifelse.mp4 15.8 MB
Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/7. Sorting and Duplicates.mp4 21.67 MB
Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/8. Joining and Merging.mp4 12.01 MB
Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/9. Exporting the Data.mp4 8.58 MB
Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/1. Introduction and Sampling.mp4 6.41 MB
Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/2. Descriptive Statistics.mp4 18.23 MB
Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/3. Percentiles and Quartiles.mp4 8.57 MB
Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/4. Box Plots.mp4 10.23 MB
Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/5. Creating Graphs and Conclusions.mp4 16.56 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/1. Introduction to Data Cleaning and Model Building Cycle.mp4 3.67 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/2. Model Building Cycle.mp4 12.9 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/3. Data Cleaning Case Study.mp4 13.82 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/4. CS lab step one basic content of dataset.mp4 24.28 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/5. Variable Level Exploration Catagorical.mp4 7.78 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/6. Reading Data Dictionary.mp4 25.65 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/7. Step two Lab Categorical Variable Exploration.mp4 29.99 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/8. Step three Lab Variable Level Exploration Continues.mp4 28.9 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/9. Data Cleaning and Treatment.mp4 13.56 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/10. Step four Treatment-Scenario 1.mp4 15.48 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/11. Step four Treatment-Scenario 2.mp4 20.93 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/12. Data Cleaning Scenario 3.mp4 11.61 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/13. Some Other Variables.mp4 5.23 MB
Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/14. Conclusions.mp4 3.9 MB
Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/1. Introduction and Correlation.mp4 27.31 MB
Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/2. LBA Correlation Calculation in R.mp4 8.09 MB
Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/3. Beyond Pearson Correlation.mp4 5.46 MB
Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/4. From Correlation to Regression.mp4 15.37 MB
Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/5. Regression Line Fitting in R.mp4 14.54 MB
Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/6. R Squared.mp4 20.88 MB
Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/7. Multiple Regression.mp4 17.71 MB
Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/8. Adjusted R Squared.mp4 7.78 MB
Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/9. Issue with Multiple Regression.mp4 23.93 MB
Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/10. Multicollinearity.mp4 22.75 MB
Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/11. Regression Conclusion.mp4 4.06 MB
Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/1. Need of Non-Linear Regression.mp4 24.16 MB
Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/2. Logistic Function and Line.mp4 16.3 MB
Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/3. Multiple Logistic Regression.mp4 13.43 MB
Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/4. Goodness of Fit for a Logistic Regression.mp4 20.63 MB
Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/5. Multicollinearity in Logistic Regression.mp4 12.17 MB
Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/6. Individual Impact of Variables.mp4 9.72 MB
Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/7. Model Selection.mp4 23.69 MB
Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/8. Logistic Regression Conclusion.mp4 2.41 MB
Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/1. Introduction to Decision Tree and Segmentation.mp4 11.07 MB
Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/2. The Decision Tree Philosophy & The Decision Tree Approach.mp4 25.4 MB
Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/3. The Splitting Criterion & Entropy Calculation.mp4 27.8 MB
Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/4. Information Gain & Calculation.mp4 15.96 MB
Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/5. The Decision Tree Algorithm.mp4 18.66 MB
Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/6. Split for Variable & The Decision Tree Lab - Part 1.mp4 28.54 MB
Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/7. The Decision Tree Lab - Part 2 & Validation.mp4 27.41 MB
Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/8. The Decision Tree Lab - Part 3 & Overfitting.mp4 36.69 MB
Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/9. Pruning & Complexity Parameters.mp4 9.93 MB
Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/10. Choosing Cp & Cross Validation Error.mp4 23.79 MB
Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/11. Two Types of Pruning.mp4 6.95 MB
Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/12. Tree Building and Model Selection.mp4 37.09 MB
Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/13. Conclusion.mp4 3.43 MB
Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/1. Introduction to Model Selection.mp4 3.47 MB
Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/2. Sensitivity Specificity.mp4 19.12 MB
Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/3. Sensitivity Specificity Continued.mp4 18.44 MB
Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/4. ROC AUC.mp4 22.46 MB
Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/5. The Best Model.mp4 9.6 MB
Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/6. Errors.mp4 10.07 MB
Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/7. Overfitting Underfitting.mp4 28.5 MB
Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/8. Bias_Variance Treadoff.mp4 16.83 MB
Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/9. Holdout Data Validation.mp4 12.27 MB
Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/10. Ten fold CV.mp4 23.64 MB
Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/11. Kfold CV.mp4 18.32 MB
Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/12. MSCV Conclusion.mp4 3.15 MB
Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/1. Introduction and Logistic Regression Recap.mp4 16.05 MB
Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/2. Decision Boundary.mp4 6.39 MB
Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/3. Non Linear Decision Boundary NN.mp4 14.16 MB
Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/4. Non Linear Decision Boundary and Solution.mp4 28.44 MB
Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/5. Neural Net Intution.mp4 13.72 MB
Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/6. Neural Net Algorithm.mp4 12.32 MB
Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/7. Neural Net Algorithm Demo.mp4 11.74 MB
Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/8. Building a Neural Network.mp4 24.58 MB
Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/9. Local Vs Global Min.mp4 10.1 MB
Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/10. Digit Recognizer second attempt part1.mp4 11.77 MB
Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/11. Digit Recognizer second attempt part2.mp4 18.22 MB
Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/12. Lab Digit Reconizer.mp4 11.13 MB
Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/13. Conclusion.mp4 11.17 MB
Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/1. Introduction to SVM.mp4 3.74 MB
Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/2. The Classifier and Decision Boundary.mp4 11.39 MB
Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/3. SVM- The Large Margin Classifier.mp4 2.92 MB
Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/4. The SVM Alogirithm and Results.mp4 7.09 MB
Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/5. SVM on R.mp4 11.55 MB
Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/6. Non Linear Boundary.mp4 6.53 MB
Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/7. Kernal Trick.mp4 10.87 MB
Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/8. Kernal Trick on R.mp4 17.61 MB
Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/9. Soft Margin and Validation.mp4 6.39 MB
Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/10. SVM Advantage, Disadvantage and Applications.mp4 4.96 MB
Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/11. Lab Digit Reconizer.mp4 24.81 MB
Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/12. SVM Conclusion.mp4 2.02 MB
Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/1. Introduction to Bagging RF Boosting.mp4 1.42 MB
Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/2. Wisdom of Crowd.mp4 10.44 MB
Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/3. Ensemble Learning.mp4 10.98 MB
Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/4. Ensamble Models.mp4 11.53 MB
Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/5. Bagging.mp4 14.34 MB
Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/6. Bagging Models.mp4 16.53 MB
Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/7. Random Forest.mp4 22.15 MB
Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/8. Random Forest Lab.mp4 13.1 MB
Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/9. Boosting.mp4 13.19 MB
Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/10. Boosting Illustration.mp4 14.77 MB
Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/11. Boosting Lab.mp4 29.33 MB
Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/12. Conclusion.mp4 7.1 MB
Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/1. Introduction to Clustering via Segmentation.mp4 16.53 MB
Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/2. Types of Cluster.mp4 7.74 MB
Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/3. Similiarities and Dissimilarity.mp4 11.07 MB
Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/4. Calculating the Distance.mp4 8.12 MB
Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/5. Calculating Distance in R.mp4 10.2 MB
Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/6. Clustering Algorithms- Kmeans.mp4 21.99 MB
Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/7. Kmeans Clustering on R.mp4 26.15 MB
Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/8. More on Kmeans.mp4 25.7 MB
Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/9. Data Standardisation and Non-numeric Data.mp4 21.72 MB
Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/10. Clustering Conclusion.mp4 4.13 MB
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