Fundamentals of Python for Data Mining – Learn the Python Principles for Data Mining
This course aims to cover the fundamentals of Python programming through real world examples, followed by a touch on Data Science. Python programming basics such as variables, data types, if statements, loops, functions, modules, objects and classes are very important and this course will try to teach them with a console calculator project.
The course will be run through the popular data mining libraries like pandas, matplotlibs, scipy, sklearn briefly on iris data manipulation, data visualizations, data exploration with statistics (inferential and descriptives), model and evaluation.
Teacher: Eric MH Goh
Level of training: Elementary, Secondary
Time of training: 2 hours + 51 minutes
File size: 1330 MB