Machine Learning and AI: Support Vector Machines in Python
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- The lowest price of Machine Learning and AI: Support Vector Machines in Python was obtained on December 22, 2024 4:47 pm.
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Machine Learning and AI: Support Vector Machines in Python
$74.99
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Machine Learning and AI: Support Vector Machines in Python
★★★★★
$94.99
in stock
Udemy.com
as of December 22, 2024 4:47 pm
Artificial Intelligence and Data Science Algorithms in Python for Classification and Regression
Created by:
Lazy Programmer Inc.
Artificial intelligence and machine learning engineer
Artificial intelligence and machine learning engineer
Rating:4.77 (1863reviews)
28716students enrolled
What Will I Learn?
- Apply SVMs to practical applications: image recognition, spam detection, medical diagnosis, and regression analysis
- Understand the theory behind SVMs from scratch (basic geometry)
- Use Lagrangian Duality to derive the Kernel SVM
- Understand how Quadratic Programming is applied to SVM
- Support Vector Regression
- Polynomial Kernel, Gaussian Kernel, and Sigmoid Kernel
- Build your own RBF Network and other Neural Networks based on SVM
Requirements
- Calculus, Matrix Arithmetic / Geometry, Basic Probability
- Python and Numpy coding
- Logistic Regression
Target audience
- Beginners who want to know how to use the SVM for practical problems
- Experts who want to know all the theory behind the SVM
- Professionals who want to know how to effectively tune the SVM for their application
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