Fundamentals of Python for Data Mining
Fundamentals of Python for Data Mining
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | 1.56 GB
Duration: 3 hours | Genre: eLearning | Language: English
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | 1.56 GB
Duration: 3 hours | Genre: eLearning | Language: English
Want to learn data mining with Python? This course offers fundamentals of Pythons with examples and than data mining.
What you'll learn
Python fundamentals, using Python libraries for data mining (pandas, scipy, matplotlib, …)
Requirements
Computer
Description
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, module, object and classes are very important and this course will try to teach these with a Console Calculator project.
The course will than run through the popular data mining libraries like pandas, matplotlib, scipy, sklearn briefly on iris dataset to do data manipulation, data visualizations, data exploration with statistics (inferential and descriptives), model and evaluation.
You do not need to know programming for this course.
This course is based on my ebooks at SVBook.
Who is the target audience?
Beginners
Fundamentals of Python for Data Mining
