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An Introductory Guide to Data Science and Machine Learning

Pandas

Explore the Pandas library to understand its data structures like DataFrames and Series. Learn key operations such as grouping, merging, and creating pivot tables to handle and analyze data effectively in Python.

We'll cover the following...

Pandas

Pandas is a Python library that is intended for Data Science use-cases and is used extensively in the field. It provides many useful functionalities to make the day-to-day job of a Data Scientist very easy.

In this lesson, we will be looking into several Jupyter Notebooks, (used for writing and running the code). We will also be working with the most extensively used operations in the industry.

Pandas data structures

Pandas have data structures that allow us to store and process the data. It also provides several functions and methods to retrieve data out of these structures and analyze it.

Dataframes

Pandas Dataframes are 2-dimensional table data structures that allow us to store the Structural Dataset and analyze it. They also ...