Machine Learning Adv Support Vector Machines Svm Python | 3E96371BEA7E2CC8BF750C2428A7ED3800997BB9

Machine Learning Adv Support Vector Machines Svm Python

Name	Machine Learning Adv Support Vector Machines Svm Python	DOWNLOAD Copy Link
Total Size	2.3 GB
Total Files	113
Hash	3E96371BEA7E2CC8BF750C2428A7ED3800997BB9

/.../02 Machine Learning Basics/
011 Introduction to Machine Learning.mp4	129.2 MB
011 Introduction to Machine Learning-en.srt	18.9 KB
012 Building a Machine Learning Model-en.srt	9.9 KB
012 Building a Machine Learning Model.mp4	47.1 MB
/
Visit Coursedrive.org.url	0.1 KB
ReadMe.txt	0.2 KB
/Machine Learning Adv Support Vector Machines Svm Python/
ReadMe.txt	0.2 KB
Visit Coursedrive.org.url	0.1 KB
/.../01 Setting up Python and Python Crash Course/
001 Installing Python and Anaconda-en.srt	2.6 KB
001 Installing Python and Anaconda.mp4	19.5 MB
002 Course resources.html	1.0 KB
002 Files-svm-py.zip	1.9 MB
003 Opening Jupyter Notebook-en.srt	9.4 KB
003 Opening Jupyter Notebook.mp4	76.6 MB
004 Introduction to Jupyter-en.srt	12.7 KB
004 Introduction to Jupyter.mp4	53.4 MB
005 Arithmetic operators in Python Python Basics-en.srt	4.1 KB
005 Arithmetic operators in Python Python Basics.mp4	16.7 MB
006 Strings in Python Python Basics-en.srt	16.8 KB
006 Strings in Python Python Basics.mp4	83.9 MB
007 Lists Tuples and Directories Python Basics-en.srt	17.4 KB
007 Lists Tuples and Directories Python Basics.mp4	76.7 MB
008 Working with Numpy Library of Python-en.srt	10.7 KB
008 Working with Numpy Library of Python.mp4	56.4 MB
009 Customer.csv	65.6 KB
009 Working with Pandas Library of Python-en.srt	8.3 KB
009 Working with Pandas Library of Python.mp4	58.9 MB
010 Working with Seaborn Library of Python-en.srt	7.7 KB
010 Working with Seaborn Library of Python.mp4	51.0 MB
/.../03 Maximum Margin Classifier/
013 Course flow-en.srt	1.7 KB
013 Course flow.mp4	10.3 MB
013 Resources.zip	1.5 MB
014 The Concept of a Hyperplane-en.srt	5.0 KB
014 The Concept of a Hyperplane.mp4	37.0 MB
015 Maximum Margin Classifier-en.srt	3.3 KB
015 Maximum Margin Classifier.mp4	27.4 MB
016 Limitations of Maximum Margin Classifier-en.srt	2.5 KB
016 Limitations of Maximum Margin Classifier.mp4	13.1 MB
/.../04 Support Vector Classifier/
017 Support Vector classifiers-en.srt	9.9 KB
017 Support Vector classifiers.mp4	67.2 MB
018 Limitations of Support Vector Classifiers-en.srt	1.6 KB
018 Limitations of Support Vector Classifiers.mp4	13.6 MB
/.../05 Support Vector Machines/
019 Kernel Based Support Vector Machines-en.srt	6.5 KB
019 Kernel Based Support Vector Machines.mp4	47.9 MB
/.../06 Creating Support Vector Machine Model in Python/
020 Regression and Classification Models-en.srt	0.8 KB
020 Regression and Classification Models.mp4	5.5 MB
021 The Data set for the Regression problem-en.srt	3.0 KB
021 The Data set for the Regression problem.mp4	43.7 MB
022 Importing data for regression model-en.srt	5.4 KB
022 Importing data for regression model.mp4	33.7 MB
023 Missing value treatment-en.srt	3.2 KB
023 Missing value treatment.mp4	23.4 MB
024 Dummy Variable creation-en.srt	4.8 KB
024 Dummy Variable creation.mp4	33.2 MB
025 X-y Split-en.srt	3.9 KB
025 X-y Split.mp4	20.3 MB
026 Test-Train Split-en.srt	5.9 KB
026 Test-Train Split.mp4	28.8 MB
027 Standardizing the data-en.srt	6.4 KB
027 Standardizing the data.mp4	49.6 MB
028 SVM based Regression Model in Python-en.srt	9.9 KB
028 SVM based Regression Model in Python.mp4	83.7 MB
029 The Data set for the Classification problem-en.srt	1.8 KB
029 The Data set for the Classification problem.mp4	23.1 MB
030 Classification model - Preprocessing-en.srt	8.4 KB
030 Classification model - Preprocessing.mp4	57.1 MB
031 Classification model - Standardizing the data-en.srt	1.8 KB
031 Classification model - Standardizing the data.mp4	12.4 MB
032 SVM Based classification model-en.srt	11.8 KB
032 SVM Based classification model.mp4	82.3 MB
033 Hyper Parameter Tuning-en.srt	10.1 KB
033 Hyper Parameter Tuning.mp4	74.2 MB
034 Polynomial Kernel with Hyperparameter Tuning-en.srt	4.2 KB
034 Polynomial Kernel with Hyperparameter Tuning.mp4	24.0 MB
035 Radial Kernel with Hyperparameter Tuning-en.srt	6.7 KB
035 Radial Kernel with Hyperparameter Tuning.mp4	47.9 MB
/.../07 Bonus Section/
036 Bonus Lecture.html	2.5 KB
/.../08 Appendix 1 Data Preprocessing/
037 Gathering Business Knowledge-en.srt	4.0 KB
037 Gathering Business Knowledge.mp4	23.4 MB
038 Data Exploration-en.srt	3.7 KB
038 Data Exploration.mp4	21.5 MB
039 The Dataset and the Data Dictionary-en.srt	8.0 KB
039 The Dataset and the Data Dictionary.mp4	72.8 MB
040 Importing Data in Python-en.srt	5.7 KB
040 Importing Data in Python.mp4	29.2 MB
041 Univariate analysis and EDD-en.srt	3.5 KB
041 Univariate analysis and EDD.mp4	25.4 MB
042 EDD in Python-en.srt	10.6 KB
042 EDD in Python.mp4	64.8 MB
043 Outlier Treatment-en.srt	4.6 KB
043 Outlier Treatment.mp4	25.7 MB
044 Outlier Treatment in Python-en.srt	13.3 KB
044 Outlier Treatment in Python.mp4	73.6 MB
045 Missing Value Imputation-en.srt	4.2 KB
045 Missing Value Imputation.mp4	26.2 MB
046 Missing Value Imputation in Python-en.srt	4.2 KB
046 Missing Value Imputation in Python.mp4	24.5 MB
047 Seasonality in Data-en.srt	3.9 KB
047 Seasonality in Data.mp4	17.9 MB
048 Bi-variate analysis and Variable transformation-en.srt	18.7 KB
048 Bi-variate analysis and Variable transformation.mp4	105.3 MB
049 Variable transformation and deletion in Python-en.srt	7.7 KB
049 Variable transformation and deletion in Python.mp4	46.3 MB
050 Non-usable variables-en.srt	5.5 KB
050 Non-usable variables.mp4	21.2 MB
051 Dummy variable creation Handling qualitative data-en.srt	5.0 KB
051 Dummy variable creation Handling qualitative data.mp4	38.6 MB
052 Dummy variable creation in Python-en.srt	5.6 KB
052 Dummy variable creation in Python.mp4	27.8 MB
053 Correlation Analysis-en.srt	11.3 KB
053 Correlation Analysis.mp4	75.1 MB
054 Correlation Analysis in Python-en.srt	6.7 KB
054 Correlation Analysis in Python.mp4	58.0 MB
Total files 113