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[GigaCourse.com] Udemy - Support Vector Machines in Python - SVM in Python 2019
Size 2.26 GB
Files 115
Info Hash: A776E8269FEE689E79C72BA5C8492B0A47240553
Indexed 2020-05-01 00:00:00
Updated 2020-05-01 00:00:00
📂 File List (115)
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1. Setting up Python and Python Crash Course/1. Installing Python and Anaconda.mp4
18.56 MB
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1. Setting up Python and Python Crash Course/1. Installing Python and Anaconda.srt
2.58 KB
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1. Setting up Python and Python Crash Course/10. Working with Seaborn Library of Python.mp4
48.63 MB
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1. Setting up Python and Python Crash Course/10. Working with Seaborn Library of Python.srt
7.53 KB
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1. Setting up Python and Python Crash Course/2. Course resources.html
95 B
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1. Setting up Python and Python Crash Course/2.1 Files_svm_py.zip
1.84 MB
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1. Setting up Python and Python Crash Course/3. Opening Jupyter Notebook.mp4
73.04 MB
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1. Setting up Python and Python Crash Course/3. Opening Jupyter Notebook.srt
9.14 KB
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1. Setting up Python and Python Crash Course/4. Introduction to Jupyter.mp4
50.9 MB
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1. Setting up Python and Python Crash Course/4. Introduction to Jupyter.srt
12.35 KB
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1. Setting up Python and Python Crash Course/5. Arithmetic operators in Python Python Basics.mp4
15.9 MB
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1. Setting up Python and Python Crash Course/5. Arithmetic operators in Python Python Basics.srt
29.11 MB
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1. Setting up Python and Python Crash Course/6. Strings in Python Python Basics.mp4
80.04 MB
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1. Setting up Python and Python Crash Course/6. Strings in Python Python Basics.srt
16.39 KB
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1. Setting up Python and Python Crash Course/7. Lists, Tuples and Directories Python Basics.mp4
73.16 MB
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1. Setting up Python and Python Crash Course/7. Lists, Tuples and Directories Python Basics.srt
16.98 KB
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1. Setting up Python and Python Crash Course/8. Working with Numpy Library of Python.mp4
53.76 MB
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1. Setting up Python and Python Crash Course/8. Working with Numpy Library of Python.srt
10.47 KB
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1. Setting up Python and Python Crash Course/9. Working with Pandas Library of Python.mp4
56.13 MB
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1. Setting up Python and Python Crash Course/9. Working with Pandas Library of Python.srt
8.15 KB
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1. Setting up Python and Python Crash Course/9.1 Customer.csv
64.02 KB
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2. Machine Learning Basics/1. Introduction to Machine Learning.mp4
123.26 MB
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2. Machine Learning Basics/1. Introduction to Machine Learning.srt
18.42 KB
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2. Machine Learning Basics/2. Building a Machine Learning Model.mp4
44.92 MB
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2. Machine Learning Basics/2. Building a Machine Learning Model.srt
9.69 KB
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3. Maximum Margin Classifier/1. Course flow.mp4
9.78 MB
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3. Maximum Margin Classifier/1. Course flow.srt
1.69 KB
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3. Maximum Margin Classifier/1.1 Resources.zip
1.4 MB
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3. Maximum Margin Classifier/2. The Concept of a Hyperplane.mp4
35.33 MB
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3. Maximum Margin Classifier/2. The Concept of a Hyperplane.srt
4.83 KB
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3. Maximum Margin Classifier/3. Maximum Margin Classifier.mp4
26.18 MB
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3. Maximum Margin Classifier/3. Maximum Margin Classifier.srt
82.96 MB
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3. Maximum Margin Classifier/4. Limitations of Maximum Margin Classifier.mp4
12.52 MB
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3. Maximum Margin Classifier/4. Limitations of Maximum Margin Classifier.srt
2.43 KB
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4. Support Vector Classifier/1. Support Vector classifiers.mp4
64.11 MB
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4. Support Vector Classifier/1. Support Vector classifiers.srt
9.68 KB
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4. Support Vector Classifier/2. Limitations of Support Vector Classifiers.mp4
12.96 MB
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4. Support Vector Classifier/2. Limitations of Support Vector Classifiers.srt
1.61 KB
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4. Support Vector Classifier/3. Quiz.html
166 B
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5. Support Vector Machines/1. Kernel Based Support Vector Machines.mp4
45.7 MB
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5. Support Vector Machines/1. Kernel Based Support Vector Machines.srt
6.39 KB
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5. Support Vector Machines/2. Quiz.html
166 B
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5. Support Vector Machines/3. Quiz.html
166 B
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6. Creating Support Vector Machine Model in Python/1. Regression and Classification Models.mp4
5.21 MB
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6. Creating Support Vector Machine Model in Python/1. Regression and Classification Models.srt
811 B
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6. Creating Support Vector Machine Model in Python/10. The Data set for the Classification problem.mp4
21.99 MB
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6. Creating Support Vector Machine Model in Python/10. The Data set for the Classification problem.srt
1.8 KB
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6. Creating Support Vector Machine Model in Python/11. Classification model - Preprocessing.mp4
54.47 MB
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6. Creating Support Vector Machine Model in Python/11. Classification model - Preprocessing.srt
8.24 KB
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6. Creating Support Vector Machine Model in Python/12. Classification model - Standardizing the data.mp4
11.88 MB
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6. Creating Support Vector Machine Model in Python/12. Classification model - Standardizing the data.srt
1.76 KB
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6. Creating Support Vector Machine Model in Python/13. SVM Based classification model.mp4
78.52 MB
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6. Creating Support Vector Machine Model in Python/13. SVM Based classification model.srt
11.5 KB
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6. Creating Support Vector Machine Model in Python/14. Hyper Parameter Tuning.mp4
70.8 MB
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6. Creating Support Vector Machine Model in Python/14. Hyper Parameter Tuning.srt
9.82 KB
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6. Creating Support Vector Machine Model in Python/15. Polynomial Kernel with Hyperparameter Tuning.mp4
22.94 MB
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6. Creating Support Vector Machine Model in Python/15. Polynomial Kernel with Hyperparameter Tuning.srt
4.08 KB
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6. Creating Support Vector Machine Model in Python/16. Radial Kernel with Hyperparameter Tuning.mp4
45.73 MB
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6. Creating Support Vector Machine Model in Python/16. Radial Kernel with Hyperparameter Tuning.srt
6.59 KB
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6. Creating Support Vector Machine Model in Python/2. The Data set for the Regression problem.mp4
41.72 MB
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6. Creating Support Vector Machine Model in Python/2. The Data set for the Regression problem.srt
2.95 KB
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6. Creating Support Vector Machine Model in Python/3. Importing data for regression model.mp4
32.16 MB
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6. Creating Support Vector Machine Model in Python/3. Importing data for regression model.srt
5.27 KB
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6. Creating Support Vector Machine Model in Python/4. Missing value treatment.mp4
22.3 MB
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6. Creating Support Vector Machine Model in Python/4. Missing value treatment.srt
3.11 KB
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6. Creating Support Vector Machine Model in Python/5. Dummy Variable creation.mp4
31.72 MB
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6. Creating Support Vector Machine Model in Python/5. Dummy Variable creation.srt
4.71 KB
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6. Creating Support Vector Machine Model in Python/6. X-y Split.mp4
19.36 MB
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6. Creating Support Vector Machine Model in Python/6. X-y Split.srt
3.81 KB
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6. Creating Support Vector Machine Model in Python/7. Test-Train Split.mp4
27.48 MB
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6. Creating Support Vector Machine Model in Python/7. Test-Train Split.srt
5.77 KB
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6. Creating Support Vector Machine Model in Python/8. Standardizing the data.mp4
47.28 MB
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6. Creating Support Vector Machine Model in Python/8. Standardizing the data.srt
6.22 KB
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6. Creating Support Vector Machine Model in Python/9. SVM based Regression Model in Python.mp4
79.83 MB
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6. Creating Support Vector Machine Model in Python/9. SVM based Regression Model in Python.srt
9.65 KB
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7. Bonus Section/1. Bonus Lecture.html
1.6 KB
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8. Appendix 1 Data Preprocessing/1. Gathering Business Knowledge.mp4
22.31 MB
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8. Appendix 1 Data Preprocessing/1. Gathering Business Knowledge.srt
3.9 KB
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8. Appendix 1 Data Preprocessing/10. Missing Value Imputation in Python.mp4
23.4 MB
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8. Appendix 1 Data Preprocessing/10. Missing Value Imputation in Python.srt
4.06 KB
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8. Appendix 1 Data Preprocessing/11. Seasonality in Data.mp4
17.03 MB
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8. Appendix 1 Data Preprocessing/11. Seasonality in Data.srt
3.78 KB
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8. Appendix 1 Data Preprocessing/12. Bi-variate analysis and Variable transformation.mp4
100.44 MB
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8. Appendix 1 Data Preprocessing/12. Bi-variate analysis and Variable transformation.srt
18.29 KB
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8. Appendix 1 Data Preprocessing/13. Variable transformation and deletion in Python.mp4
44.11 MB
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8. Appendix 1 Data Preprocessing/13. Variable transformation and deletion in Python.srt
7.54 KB
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8. Appendix 1 Data Preprocessing/14. Non-usable variables.mp4
20.24 MB
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8. Appendix 1 Data Preprocessing/14. Non-usable variables.srt
5.39 KB
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8. Appendix 1 Data Preprocessing/15. Dummy variable creation Handling qualitative data.mp4
36.83 MB
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8. Appendix 1 Data Preprocessing/15. Dummy variable creation Handling qualitative data.srt
4.86 KB
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8. Appendix 1 Data Preprocessing/16. Dummy variable creation in Python.mp4
26.55 MB
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8. Appendix 1 Data Preprocessing/16. Dummy variable creation in Python.srt
5.51 KB
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8. Appendix 1 Data Preprocessing/17. Correlation Analysis.mp4
71.62 MB
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8. Appendix 1 Data Preprocessing/17. Correlation Analysis.srt
11.04 KB
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8. Appendix 1 Data Preprocessing/18. Correlation Analysis in Python.mp4
55.32 MB
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8. Appendix 1 Data Preprocessing/18. Correlation Analysis in Python.srt
6.55 KB
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8. Appendix 1 Data Preprocessing/2. Data Exploration.mp4
20.5 MB
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8. Appendix 1 Data Preprocessing/2. Data Exploration.srt
3.6 KB
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8. Appendix 1 Data Preprocessing/3. The Dataset and the Data Dictionary.mp4
69.4 MB
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8. Appendix 1 Data Preprocessing/3. The Dataset and the Data Dictionary.srt
7.82 KB
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8. Appendix 1 Data Preprocessing/4. Importing Data in Python.mp4
27.81 MB
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8. Appendix 1 Data Preprocessing/4. Importing Data in Python.srt
5.58 KB
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8. Appendix 1 Data Preprocessing/4.1 House_Price.csv
53.49 KB
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8. Appendix 1 Data Preprocessing/5. Univariate analysis and EDD.mp4
24.21 MB
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8. Appendix 1 Data Preprocessing/5. Univariate analysis and EDD.srt
3.44 KB
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8. Appendix 1 Data Preprocessing/6. EDD in Python.mp4
61.78 MB
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8. Appendix 1 Data Preprocessing/6. EDD in Python.srt
10.36 KB
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8. Appendix 1 Data Preprocessing/7. Outlier Treatment.mp4
24.5 MB
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8. Appendix 1 Data Preprocessing/7. Outlier Treatment.srt
4.46 KB
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8. Appendix 1 Data Preprocessing/8. Outlier Treatment in Python.mp4
70.23 MB
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8. Appendix 1 Data Preprocessing/8. Outlier Treatment in Python.srt
13 KB
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8. Appendix 1 Data Preprocessing/9. Missing Value Imputation.mp4
24.97 MB
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8. Appendix 1 Data Preprocessing/9. Missing Value Imputation.srt
4.08 KB
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Readme.txt
962 B
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[GigaCourse.com].url
49 B
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