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Machine Learning with Python
Section
Getting Started 1
Preview
Getting Started 2
Getting Started 3
Getting Started 4
Data Mining Process
Download Dataset
Read CSV
Simple Linear Regression
Simple Linear Regression using Python - Train Test Set
Simple Linear Regression using Python - train and predicf
KMeans Clustering
KMeans Clustering in Python
Agglomeration Clustering
Agglomeration Clustering in Python
Decision Tree ID3 Algorithm
Decision Tree in Python
KNN Classification
KNN Classification in Python
Naive Bayes Classification
Naive Bayes Classification in Python
Neural Network Classification
Neural Network Classification in Python
What Algorithm to use?
Modrl Evaluation
Model Evaluation in Python - Confusion Matrix
Model Evaluation in Python - RSquare Mean Absolute Eror
Section
Machine Learning with Python
By:
Svbook Pte Ltd
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Completed
We'll cover the following topics in this section:
Getting Started 1
Getting Started 2
Getting Started 3
Getting Started 4
Data Mining Process
Download Dataset
Read CSV
Simple Linear Regression
Simple Linear Regression using Python - Train Test Set
Simple Linear Regression using Python - train and predicf
KMeans Clustering
KMeans Clustering in Python
Agglomeration Clustering
Agglomeration Clustering in Python
Decision Tree ID3 Algorithm
Decision Tree in Python
KNN Classification
KNN Classification in Python
Naive Bayes Classification
Naive Bayes Classification in Python
Neural Network Classification
Neural Network Classification in Python
What Algorithm to use?
Modrl Evaluation
Model Evaluation in Python - Confusion Matrix
Model Evaluation in Python - RSquare Mean Absolute Eror
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