Data Analysis in Python Using Pandas (Course For Beginners)

Published: 01 April 2022
on channel: CodingNomads

150

In this training, you'll learn how to use Python to create data visualizations with Pandas. Pandas is one of the most widely used libraries for data analysis in Python.

You'll Learn How To:
Efficiently sift through large data sets
Quickly and easily understand trends in the data
Present your findings through data visualization
Glean insights to make business decisions

Chapters:
0:00 Intro
2:59 What is Pandas
4:14 Why Pandas over SQL?
6:12 Is Pandas fast?
7:02 What can you do in Pandas?
9:40 Creating an array from Numpy
11:58 Creating a data frame in Pandas
14:35 Running your first commands
19:02 Are data frames always dictionaries?
22:22 Using the shape command
25:51 The describe command for analysis
30:19 Automatically plotting your histograms
32:38 Drilling down on your data to remove outliers
38:07 Plotting a scatter plot
41:29 Is Pandas always used in a notebook?
43:50 Getting started with notebooks
52:18 Selecting data in Pandas
58:55 How to learn more

Speaker: Gilad Gressel - Course Creator and Mentor @ CodingNomads

Resources:
👾 Jupyter Notebook for this demo: https://github.com/CodingNomads/codin...
🎓 Start Learning Python and Data Science for Free: https://platform.codingnomads.co/learn/
🧭 Website: https://codingnomads.co/

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