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Pandas Tutorial

Offered By: Derek Banas via YouTube

Tags

pandas Courses Statistics & Probability Courses Data Analysis Courses Data Visualization Courses Machine Learning Courses Python Courses Data Cleaning Courses Data Manipulation Courses DataFrames Courses

Course Description

Overview

Learn how to master Pandas, a powerful Python library for data manipulation and analysis, in this comprehensive tutorial video. Explore a wide range of topics including creating and manipulating DataFrames, conditional selection, importing data from various sources, performing statistical operations, and data visualization. Dive into advanced concepts such as MultiIndex, data cleaning techniques, and real-world applications. Follow along with numerous examples and practical demonstrations to enhance your data science skills and streamline your workflow with Pandas.

Syllabus

Intro.
Series.
Creating DataFrames.
Editing / Retrieving Data.
Conditional Selection.
Importing Data from Anywhere.
Basics & Math.
Grouping Data.
Concatenate, Merge & Join Data.
Statistics.
Iteration.
Sorting.
Manipulate Data with Functions.
Aligning, Reindexing, Renaming.
MultiIndex.
Cleaning Data.
Real World Examples.
Visualization.
Installation & Virtual Environments.


Taught by

Derek Banas

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