Certificate in The Essentials of Support Vector Machines
-- ViewingNowThe Certificate in The Essentials of Support Vector Machines is a comprehensive course that provides learners with fundamental skills in Support Vector Machines (SVM), a popular supervised machine learning algorithm. This course is essential for those looking to advance their careers in data science, machine learning, and artificial intelligence.
6,525+
Students enrolled
GBP £ 140
GBP £ 202
Save 44% with our special offer
ๅ ณไบ่ฟ้จ่ฏพ็จ
100%ๅจ็บฟ
้ๆถ้ๅฐๅญฆไน
ๅฏๅไบซ็่ฏไนฆ
ๆทปๅ ๅฐๆจ็LinkedInไธชไบบ่ตๆ
2ไธชๆๅฎๆ
ๆฏๅจ2-3ๅฐๆถ
้ๆถๅผๅง
ๆ ็ญๅพ ๆ
่ฏพ็จ่ฏฆๆ
โข Introduction to Support Vector Machines (SVM)
โข Linear Kernel and Non-linear Kernel Functions
โข Maximal Margin Classifier and Hyperplane
โข Soft Margin Classification and Slack Variables
โข Dual Formulation and Kernel Trick
โข Solving SVM using Quadratic Programming
โข Multi-class SVM: One-vs-Rest and One-vs-One
โข Regularization and Kernel Parameter Tuning
โข Applications of SVM: Text Classification, Image Recognition, Bioinformatics
่ไธ้่ทฏ