MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3.5 Hours | Lec: 51 | 657 MB
Genre: eLearning | Language: English
Get started on data science with pandas and numpy from scratch in Python 3. Learn thoroughly, with breeze.
This is the most comprehensive, yet straightforward, course for learning Python data science on Udemy! Whether you have never touched data science before, need a refresh on Pandas basics, or want to learn about the advanced features of Pandas, THIS COURSE IS FOR YOU!
If you never touched Python before, there is a Python crush section to get you started in 30 minutes! If you knew Python, use it to brush up your knowledge!
There are a lot of highlight points in this course. Paricularly, you will learn HOW TO:
Perform Linear Regression Analysis
Understand Linear Regression Analysis result
Pandas series creation, selection, and other operations.
Import CSV data
Import Excel data
Transform your array
Select part of your data by column, row, or even condition!
Rename your columns
Change your index
Delete columns
Insert columns
Make pie Descriptions, scatter Descriptions, series Descriptions, heat-maps, and histograms!
Numpy arrays
Perform array indexing, slicing, and iterating.
Generate descriptive statistics.
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