Support Vector Machines in Python, From Start to Finish
Completed by Dongping Guo
June 28, 2024
1 hours (approximately)
Dongping Guo's account is verified. Coursera certifies their successful completion of Support Vector Machines in Python, From Start to Finish
What you will learn
Import data into, and manipulating a pandas dataframe
Format the data for a support vector machine, including One-Hot Encoding and missing data.
Optimize parameters for the radial basis function and classification
Build, evaluate, draw and interpret a support vector machine
Skills you will gain
- Category: Statistical Machine Learning
- Category: Tensorflow
- Category: Applied Machine Learning
- Category: Classification Algorithms
- Category: Predictive Modeling
- Category: Scientific Visualization
- Category: Machine Learning Software
- Category: Data Preprocessing
- Category: Scikit Learn (Machine Learning Library)
- Category: Machine Learning Methods
- Category: Model Optimization
- Category: Data Science
