Mastering SVM: A Comprehensive Guide with Code in Python
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Mastering SVM: A Comprehensive Guide with Code in Python
$59.99 Original price was: $59.99.$14.00Current price is: $14.00.
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Mastering SVM: A Comprehensive Guide with Code in Python
★★★★★
$59.99
in stock
Udemy.com
as of December 15, 2024 6:30 pm
V-Support vector machine, slack variables, Support Vector Regression (SVR), Kernel Trick
Created by:
Hoang Quy La
Electrical Engineer
Electrical Engineer
Rating:5 (8reviews)
35students enrolled
What Will I Learn?
- Maximum margin
- slack variables
- Data preprocessing
- Standardizing features
- Overfitting
- Train the model
- Kernel Trick
- C parameter in support vector machine
- Linear Classification in SVM
- Non-linear SVM implementation
- V-Support vector machine
- Support Vector Regression (SVR)
- Confusion matrix
- Splitting the datasets into training and testing sets
Requirements
- Python knowledge and basic machine learning is required
Target audience
- Anyone interested in Machine Learning.
- Students who have at least high school knowledge in math and who want to start learning Machine Learning, Deep Learning, and Artificial Intelligence
- Any people who are not that comfortable with coding but who are interested in Machine Learning, Deep Learning, Artificial Intelligence and want to apply it easily on datasets.
- Any students in college who want to start a career in Data Science
- Any people who want to create added value to their business by using powerful Machine Learning, Artificial Intelligence and Deep Learning tools. Any people who want to work in a Car company as a Data Scientist, Machine Learning, Deep Learning and Artificial Intelligence engineer.
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