[ FreeCourseWeb.com ] Data Understanding and Data Visualization with Python



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MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + .srt | Duration: 81 lectures (12h 27m) | Size: 3.31 GB

Learn NumPy for Data Processing , Pandas for Data Manipulation and Visualize using Matplotlib, Seaborn and Bokeh

What you'll learn:

The importance of data manipulation and visualization in Data Science

How to manage text data with strings

The basics of Data Structures in Python

CRUD operations on Data Structures (Create, Retrieve, Update, Delete)

The importance of the NumPy package for Data Processing

How to build complicated applications like KNN with a few lines of codes in NumPy

The importance of the Pandas package for Data Manipulation and Data Understanding

Process Covid-19 Real Data file Using Pandas

The basics of visualization using Matplotlib

3D visualizations in Matplotlib

The importance of Seaborn

Interactive visualizations in Bokeh

3D interactive visualizations using Plotly

Surface and scatter 3D interactive plots in Plotly

Geographic mapping using Folium

Implement COVID-19 density over the globe

Plotting directly in Pandas



Requirements

Absolutely no prior knowledge or experience needed. You only need a passion to be successful!

You can be a beginner in Python, data visualization or data science, or you can be proficient in it.

Admin permissions to download files



Description

Are you ready to start your path to becoming a data manipulation and visualization expert?



Do you know nothing about data manipulation and visualization but want to know them well enough so that you can implement projects?



Use Winrar to Extract. And use a shorter path when extracting, such as C: drive



ALSO ANOTHER TIP: You Can Easily Navigate Using Winrar and Rename the Too Long File/ Folder Name if Needed While You Cannot in Default Windows Explorer. You are Welcome ! :)



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