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[GigaCourse.com] Udemy - Support Vector Machines in Python - SVM in Python 2019
magnet:?xt=urn:btih:a776e8269fee689e79c72ba5c8492b0a47240553&dn=[GigaCourse.com] Udemy - Support Vector Machines in Python - SVM in Python 2019
磁力链接详情
Hash值:
a776e8269fee689e79c72ba5c8492b0a47240553
点击数:
132
文件大小:
2.15 GB
文件数量:
52
创建日期:
2022-8-7 02:28
最后访问:
2024-4-27 04:55
访问标签:
GigaCourse
com
Udemy
-
Support
Vector
Machines
in
Python
-
SVM
in
Python
2019
文件列表详情
1. Setting up Python and Python Crash Course/1. Installing Python and Anaconda.mp4 18.56 MB
1. Setting up Python and Python Crash Course/10. Working with Seaborn Library of Python.mp4 48.63 MB
1. Setting up Python and Python Crash Course/3. Opening Jupyter Notebook.mp4 73.04 MB
1. Setting up Python and Python Crash Course/4. Introduction to Jupyter.mp4 50.9 MB
1. Setting up Python and Python Crash Course/5. Arithmetic operators in Python Python Basics.mp4 15.9 MB
1. Setting up Python and Python Crash Course/6. Strings in Python Python Basics.mp4 80.04 MB
1. Setting up Python and Python Crash Course/7. Lists, Tuples and Directories Python Basics.mp4 73.16 MB
1. Setting up Python and Python Crash Course/8. Working with Numpy Library of Python.mp4 53.76 MB
1. Setting up Python and Python Crash Course/9. Working with Pandas Library of Python.mp4 56.13 MB
2. Machine Learning Basics/1. Introduction to Machine Learning.mp4 123.26 MB
2. Machine Learning Basics/2. Building a Machine Learning Model.mp4 44.92 MB
3. Maximum Margin Classifier/1. Course flow.mp4 9.78 MB
3. Maximum Margin Classifier/2. The Concept of a Hyperplane.mp4 35.33 MB
3. Maximum Margin Classifier/3. Maximum Margin Classifier.mp4 26.18 MB
3. Maximum Margin Classifier/4. Limitations of Maximum Margin Classifier.mp4 12.52 MB
4. Support Vector Classifier/1. Support Vector classifiers.mp4 64.11 MB
4. Support Vector Classifier/2. Limitations of Support Vector Classifiers.mp4 12.96 MB
5. Support Vector Machines/1. Kernel Based Support Vector Machines.mp4 45.7 MB
6. Creating Support Vector Machine Model in Python/1. Regression and Classification Models.mp4 5.21 MB
6. Creating Support Vector Machine Model in Python/10. The Data set for the Classification problem.mp4 21.99 MB
6. Creating Support Vector Machine Model in Python/11. Classification model - Preprocessing.mp4 54.47 MB
6. Creating Support Vector Machine Model in Python/12. Classification model - Standardizing the data.mp4 11.88 MB
6. Creating Support Vector Machine Model in Python/13. SVM Based classification model.mp4 78.52 MB
6. Creating Support Vector Machine Model in Python/14. Hyper Parameter Tuning.mp4 70.8 MB
6. Creating Support Vector Machine Model in Python/15. Polynomial Kernel with Hyperparameter Tuning.mp4 22.94 MB
6. Creating Support Vector Machine Model in Python/16. Radial Kernel with Hyperparameter Tuning.mp4 45.73 MB
6. Creating Support Vector Machine Model in Python/2. The Data set for the Regression problem.mp4 41.72 MB
6. Creating Support Vector Machine Model in Python/3. Importing data for regression model.mp4 32.16 MB
6. Creating Support Vector Machine Model in Python/4. Missing value treatment.mp4 22.3 MB
6. Creating Support Vector Machine Model in Python/5. Dummy Variable creation.mp4 31.72 MB
6. Creating Support Vector Machine Model in Python/6. X-y Split.mp4 19.36 MB
6. Creating Support Vector Machine Model in Python/7. Test-Train Split.mp4 27.48 MB
6. Creating Support Vector Machine Model in Python/8. Standardizing the data.mp4 47.28 MB
6. Creating Support Vector Machine Model in Python/9. SVM based Regression Model in Python.mp4 79.83 MB
8. Appendix 1 Data Preprocessing/1. Gathering Business Knowledge.mp4 22.31 MB
8. Appendix 1 Data Preprocessing/10. Missing Value Imputation in Python.mp4 23.4 MB
8. Appendix 1 Data Preprocessing/11. Seasonality in Data.mp4 17.03 MB
8. Appendix 1 Data Preprocessing/12. Bi-variate analysis and Variable transformation.mp4 100.44 MB
8. Appendix 1 Data Preprocessing/13. Variable transformation and deletion in Python.mp4 44.11 MB
8. Appendix 1 Data Preprocessing/14. Non-usable variables.mp4 20.24 MB
8. Appendix 1 Data Preprocessing/15. Dummy variable creation Handling qualitative data.mp4 36.83 MB
8. Appendix 1 Data Preprocessing/16. Dummy variable creation in Python.mp4 26.55 MB
8. Appendix 1 Data Preprocessing/17. Correlation Analysis.mp4 71.62 MB
8. Appendix 1 Data Preprocessing/18. Correlation Analysis in Python.mp4 55.32 MB
8. Appendix 1 Data Preprocessing/2. Data Exploration.mp4 20.5 MB
8. Appendix 1 Data Preprocessing/3. The Dataset and the Data Dictionary.mp4 69.4 MB
8. Appendix 1 Data Preprocessing/4. Importing Data in Python.mp4 27.81 MB
8. Appendix 1 Data Preprocessing/5. Univariate analysis and EDD.mp4 24.21 MB
8. Appendix 1 Data Preprocessing/6. EDD in Python.mp4 61.78 MB
8. Appendix 1 Data Preprocessing/7. Outlier Treatment.mp4 24.5 MB
8. Appendix 1 Data Preprocessing/8. Outlier Treatment in Python.mp4 70.23 MB
8. Appendix 1 Data Preprocessing/9. Missing Value Imputation.mp4 24.97 MB
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