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[GigaCourse.com] Udemy - Support Vector Machines in Python - SVM in Python 2019
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2022-8-7 02:28
2024-12-3 03:50
202
2.15 GB
52
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GigaCourse
com
Udemy
-
Support
Vector
Machines
in
Python
-
SVM
in
Python
2019
文件列表
1. Setting up Python and Python Crash Course/1. Installing Python and Anaconda.mp4
18.56MB
1. Setting up Python and Python Crash Course/10. Working with Seaborn Library of Python.mp4
48.63MB
1. Setting up Python and Python Crash Course/3. Opening Jupyter Notebook.mp4
73.04MB
1. Setting up Python and Python Crash Course/4. Introduction to Jupyter.mp4
50.9MB
1. Setting up Python and Python Crash Course/5. Arithmetic operators in Python Python Basics.mp4
15.9MB
1. Setting up Python and Python Crash Course/6. Strings in Python Python Basics.mp4
80.04MB
1. Setting up Python and Python Crash Course/7. Lists, Tuples and Directories Python Basics.mp4
73.16MB
1. Setting up Python and Python Crash Course/8. Working with Numpy Library of Python.mp4
53.76MB
1. Setting up Python and Python Crash Course/9. Working with Pandas Library of Python.mp4
56.13MB
2. Machine Learning Basics/1. Introduction to Machine Learning.mp4
123.26MB
2. Machine Learning Basics/2. Building a Machine Learning Model.mp4
44.92MB
3. Maximum Margin Classifier/1. Course flow.mp4
9.78MB
3. Maximum Margin Classifier/2. The Concept of a Hyperplane.mp4
35.33MB
3. Maximum Margin Classifier/3. Maximum Margin Classifier.mp4
26.18MB
3. Maximum Margin Classifier/4. Limitations of Maximum Margin Classifier.mp4
12.52MB
4. Support Vector Classifier/1. Support Vector classifiers.mp4
64.11MB
4. Support Vector Classifier/2. Limitations of Support Vector Classifiers.mp4
12.96MB
5. Support Vector Machines/1. Kernel Based Support Vector Machines.mp4
45.7MB
6. Creating Support Vector Machine Model in Python/1. Regression and Classification Models.mp4
5.21MB
6. Creating Support Vector Machine Model in Python/10. The Data set for the Classification problem.mp4
21.99MB
6. Creating Support Vector Machine Model in Python/11. Classification model - Preprocessing.mp4
54.47MB
6. Creating Support Vector Machine Model in Python/12. Classification model - Standardizing the data.mp4
11.88MB
6. Creating Support Vector Machine Model in Python/13. SVM Based classification model.mp4
78.52MB
6. Creating Support Vector Machine Model in Python/14. Hyper Parameter Tuning.mp4
70.8MB
6. Creating Support Vector Machine Model in Python/15. Polynomial Kernel with Hyperparameter Tuning.mp4
22.94MB
6. Creating Support Vector Machine Model in Python/16. Radial Kernel with Hyperparameter Tuning.mp4
45.73MB
6. Creating Support Vector Machine Model in Python/2. The Data set for the Regression problem.mp4
41.72MB
6. Creating Support Vector Machine Model in Python/3. Importing data for regression model.mp4
32.16MB
6. Creating Support Vector Machine Model in Python/4. Missing value treatment.mp4
22.3MB
6. Creating Support Vector Machine Model in Python/5. Dummy Variable creation.mp4
31.72MB
6. Creating Support Vector Machine Model in Python/6. X-y Split.mp4
19.36MB
6. Creating Support Vector Machine Model in Python/7. Test-Train Split.mp4
27.48MB
6. Creating Support Vector Machine Model in Python/8. Standardizing the data.mp4
47.28MB
6. Creating Support Vector Machine Model in Python/9. SVM based Regression Model in Python.mp4
79.83MB
8. Appendix 1 Data Preprocessing/1. Gathering Business Knowledge.mp4
22.31MB
8. Appendix 1 Data Preprocessing/10. Missing Value Imputation in Python.mp4
23.4MB
8. Appendix 1 Data Preprocessing/11. Seasonality in Data.mp4
17.03MB
8. Appendix 1 Data Preprocessing/12. Bi-variate analysis and Variable transformation.mp4
100.44MB
8. Appendix 1 Data Preprocessing/13. Variable transformation and deletion in Python.mp4
44.11MB
8. Appendix 1 Data Preprocessing/14. Non-usable variables.mp4
20.24MB
8. Appendix 1 Data Preprocessing/15. Dummy variable creation Handling qualitative data.mp4
36.83MB
8. Appendix 1 Data Preprocessing/16. Dummy variable creation in Python.mp4
26.55MB
8. Appendix 1 Data Preprocessing/17. Correlation Analysis.mp4
71.62MB
8. Appendix 1 Data Preprocessing/18. Correlation Analysis in Python.mp4
55.32MB
8. Appendix 1 Data Preprocessing/2. Data Exploration.mp4
20.5MB
8. Appendix 1 Data Preprocessing/3. The Dataset and the Data Dictionary.mp4
69.4MB
8. Appendix 1 Data Preprocessing/4. Importing Data in Python.mp4
27.81MB
8. Appendix 1 Data Preprocessing/5. Univariate analysis and EDD.mp4
24.21MB
8. Appendix 1 Data Preprocessing/6. EDD in Python.mp4
61.78MB
8. Appendix 1 Data Preprocessing/7. Outlier Treatment.mp4
24.5MB
8. Appendix 1 Data Preprocessing/8. Outlier Treatment in Python.mp4
70.23MB
8. Appendix 1 Data Preprocessing/9. Missing Value Imputation.mp4
24.97MB
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