Project
The course involved a semester long project. It was required to implement Machine Learning algorithms for our own python modules. These modules are as follows:
- Principal Component Analysis
- K-Means clustering
- Logistic regression
- Linear discriminant analysis
- Neural network
Technology used
Python, Spyder IDEAbout the class
Machine learning methods and techniques including: acquisition of declarative knowledge; organization of knowledge into new, more effective representations; development of new skills through instruction and practice; and discovery of new facts and theories through observation and experimentation.