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[GigaCourse com] Udemy - Support Vector Machines in Python - SVM in Python 2019

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Report [GigaCourse com] Udemy - Support Vector Machines in Python - SVM in Python 2019
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Title: Udemy - Support Vector Machines in PythonGroup: NOGRPSource: Udemy
Info Hash
A776E8269FEE689E79C72BA5C8492B0A47240553
Source
Unverified
Total Size
2.26 GB
Total Files
100
Seeders
0
Leechers
1
Health
Score
1
Type
Bookware

File List

FileSize
1. Setting up Python and Python Crash Course/1. Installing Python and Anaconda.mp418.56 MB
1. Setting up Python and Python Crash Course/1. Installing Python and Anaconda.srt2.58 KB
1. Setting up Python and Python Crash Course/10. Working with Seaborn Library of Python.mp448.63 MB
1. Setting up Python and Python Crash Course/10. Working with Seaborn Library of Python.srt7.53 KB
1. Setting up Python and Python Crash Course/2. Course resources.html95 B
1. Setting up Python and Python Crash Course/2.1 Files_svm_py.zip1.84 MB
1. Setting up Python and Python Crash Course/3. Opening Jupyter Notebook.mp473.04 MB
1. Setting up Python and Python Crash Course/3. Opening Jupyter Notebook.srt9.14 KB
1. Setting up Python and Python Crash Course/4. Introduction to Jupyter.mp450.9 MB
1. Setting up Python and Python Crash Course/4. Introduction to Jupyter.srt12.35 KB
1. Setting up Python and Python Crash Course/5. Arithmetic operators in Python Python Basics.mp415.9 MB
1. Setting up Python and Python Crash Course/5. Arithmetic operators in Python Python Basics.srt29.11 MB
1. Setting up Python and Python Crash Course/6. Strings in Python Python Basics.mp480.04 MB
1. Setting up Python and Python Crash Course/6. Strings in Python Python Basics.srt16.39 KB
1. Setting up Python and Python Crash Course/7. Lists, Tuples and Directories Python Basics.mp473.16 MB
1. Setting up Python and Python Crash Course/7. Lists, Tuples and Directories Python Basics.srt16.98 KB
1. Setting up Python and Python Crash Course/8. Working with Numpy Library of Python.mp453.76 MB
1. Setting up Python and Python Crash Course/8. Working with Numpy Library of Python.srt10.47 KB
1. Setting up Python and Python Crash Course/9. Working with Pandas Library of Python.mp456.13 MB
1. Setting up Python and Python Crash Course/9. Working with Pandas Library of Python.srt8.15 KB
1. Setting up Python and Python Crash Course/9.1 Customer.csv64.02 KB
2. Machine Learning Basics/1. Introduction to Machine Learning.mp4123.26 MB
2. Machine Learning Basics/1. Introduction to Machine Learning.srt18.42 KB
2. Machine Learning Basics/2. Building a Machine Learning Model.mp444.92 MB
2. Machine Learning Basics/2. Building a Machine Learning Model.srt9.69 KB
3. Maximum Margin Classifier/1. Course flow.mp49.78 MB
3. Maximum Margin Classifier/1. Course flow.srt1.69 KB
3. Maximum Margin Classifier/1.1 Resources.zip1.4 MB
3. Maximum Margin Classifier/2. The Concept of a Hyperplane.mp435.33 MB
3. Maximum Margin Classifier/2. The Concept of a Hyperplane.srt4.83 KB
3. Maximum Margin Classifier/3. Maximum Margin Classifier.mp426.18 MB
3. Maximum Margin Classifier/3. Maximum Margin Classifier.srt82.96 MB
3. Maximum Margin Classifier/4. Limitations of Maximum Margin Classifier.mp412.52 MB
3. Maximum Margin Classifier/4. Limitations of Maximum Margin Classifier.srt2.43 KB
4. Support Vector Classifier/1. Support Vector classifiers.mp464.11 MB
4. Support Vector Classifier/1. Support Vector classifiers.srt9.68 KB
4. Support Vector Classifier/2. Limitations of Support Vector Classifiers.mp412.96 MB
4. Support Vector Classifier/2. Limitations of Support Vector Classifiers.srt1.61 KB
4. Support Vector Classifier/3. Quiz.html166 B
5. Support Vector Machines/1. Kernel Based Support Vector Machines.mp445.7 MB
5. Support Vector Machines/1. Kernel Based Support Vector Machines.srt6.39 KB
5. Support Vector Machines/2. Quiz.html166 B
5. Support Vector Machines/3. Quiz.html166 B
6. Creating Support Vector Machine Model in Python/1. Regression and Classification Models.mp45.21 MB
6. Creating Support Vector Machine Model in Python/1. Regression and Classification Models.srt811 B
6. Creating Support Vector Machine Model in Python/10. The Data set for the Classification problem.mp421.99 MB
6. Creating Support Vector Machine Model in Python/10. The Data set for the Classification problem.srt1.8 KB
6. Creating Support Vector Machine Model in Python/11. Classification model - Preprocessing.mp454.47 MB
6. Creating Support Vector Machine Model in Python/11. Classification model - Preprocessing.srt8.24 KB
6. Creating Support Vector Machine Model in Python/12. Classification model - Standardizing the data.mp411.88 MB
6. Creating Support Vector Machine Model in Python/12. Classification model - Standardizing the data.srt1.76 KB
6. Creating Support Vector Machine Model in Python/13. SVM Based classification model.mp478.52 MB
6. Creating Support Vector Machine Model in Python/13. SVM Based classification model.srt11.5 KB
6. Creating Support Vector Machine Model in Python/14. Hyper Parameter Tuning.mp470.8 MB
6. Creating Support Vector Machine Model in Python/14. Hyper Parameter Tuning.srt9.82 KB
6. Creating Support Vector Machine Model in Python/15. Polynomial Kernel with Hyperparameter Tuning.mp422.94 MB
6. Creating Support Vector Machine Model in Python/15. Polynomial Kernel with Hyperparameter Tuning.srt4.08 KB
6. Creating Support Vector Machine Model in Python/16. Radial Kernel with Hyperparameter Tuning.mp445.73 MB
6. Creating Support Vector Machine Model in Python/16. Radial Kernel with Hyperparameter Tuning.srt6.59 KB
6. Creating Support Vector Machine Model in Python/2. The Data set for the Regression problem.mp441.72 MB
6. Creating Support Vector Machine Model in Python/2. The Data set for the Regression problem.srt2.95 KB
6. Creating Support Vector Machine Model in Python/3. Importing data for regression model.mp432.16 MB
6. Creating Support Vector Machine Model in Python/3. Importing data for regression model.srt5.27 KB
6. Creating Support Vector Machine Model in Python/4. Missing value treatment.mp422.3 MB
6. Creating Support Vector Machine Model in Python/4. Missing value treatment.srt3.11 KB
6. Creating Support Vector Machine Model in Python/5. Dummy Variable creation.mp431.72 MB
6. Creating Support Vector Machine Model in Python/5. Dummy Variable creation.srt4.71 KB
6. Creating Support Vector Machine Model in Python/6. X-y Split.mp419.36 MB
6. Creating Support Vector Machine Model in Python/6. X-y Split.srt3.81 KB
6. Creating Support Vector Machine Model in Python/7. Test-Train Split.mp427.48 MB
6. Creating Support Vector Machine Model in Python/7. Test-Train Split.srt5.77 KB
6. Creating Support Vector Machine Model in Python/8. Standardizing the data.mp447.28 MB
6. Creating Support Vector Machine Model in Python/8. Standardizing the data.srt6.22 KB
6. Creating Support Vector Machine Model in Python/9. SVM based Regression Model in Python.mp479.83 MB
6. Creating Support Vector Machine Model in Python/9. SVM based Regression Model in Python.srt9.65 KB
7. Bonus Section/1. Bonus Lecture.html1.6 KB
8. Appendix 1 Data Preprocessing/1. Gathering Business Knowledge.mp422.31 MB
8. Appendix 1 Data Preprocessing/1. Gathering Business Knowledge.srt3.9 KB
8. Appendix 1 Data Preprocessing/10. Missing Value Imputation in Python.mp423.4 MB
8. Appendix 1 Data Preprocessing/10. Missing Value Imputation in Python.srt4.06 KB
8. Appendix 1 Data Preprocessing/11. Seasonality in Data.mp417.03 MB
8. Appendix 1 Data Preprocessing/11. Seasonality in Data.srt3.78 KB
8. Appendix 1 Data Preprocessing/12. Bi-variate analysis and Variable transformation.mp4100.44 MB
8. Appendix 1 Data Preprocessing/12. Bi-variate analysis and Variable transformation.srt18.29 KB
8. Appendix 1 Data Preprocessing/13. Variable transformation and deletion in Python.mp444.11 MB
8. Appendix 1 Data Preprocessing/13. Variable transformation and deletion in Python.srt7.54 KB
8. Appendix 1 Data Preprocessing/14. Non-usable variables.mp420.24 MB
8. Appendix 1 Data Preprocessing/14. Non-usable variables.srt5.39 KB
8. Appendix 1 Data Preprocessing/15. Dummy variable creation Handling qualitative data.mp436.83 MB
8. Appendix 1 Data Preprocessing/15. Dummy variable creation Handling qualitative data.srt4.86 KB
8. Appendix 1 Data Preprocessing/16. Dummy variable creation in Python.mp426.55 MB
8. Appendix 1 Data Preprocessing/16. Dummy variable creation in Python.srt5.51 KB
8. Appendix 1 Data Preprocessing/17. Correlation Analysis.mp471.62 MB
8. Appendix 1 Data Preprocessing/17. Correlation Analysis.srt11.04 KB
8. Appendix 1 Data Preprocessing/18. Correlation Analysis in Python.mp455.32 MB
8. Appendix 1 Data Preprocessing/18. Correlation Analysis in Python.srt6.55 KB
8. Appendix 1 Data Preprocessing/2. Data Exploration.mp420.5 MB
8. Appendix 1 Data Preprocessing/2. Data Exploration.srt3.6 KB
8. Appendix 1 Data Preprocessing/3. The Dataset and the Data Dictionary.mp469.4 MB
8. Appendix 1 Data Preprocessing/3. The Dataset and the Data Dictionary.srt7.82 KB

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