Python Pandas Introduction
Welcome to this video series on python tools for data science and machine learning and in this video we're going to talk about Python Pandas.
In this video, I'll introduce you to the basics of python pandas and how to make use of the same. I have created a simple example so that you'll be able to understand how python pandas load data into the memory from csv file and how we can create and see the dataframe.
I've talked about python pandas head and tail function and how it can be used to visualize the data. I've also talked about pandas dataframe and what is the meaning of pandas Dataframe.
The most important thing about dataframe is the function iloc vs loc as well as how to slice dataframe using iloc and loc function of pandas
Hope this video will help you in expediting your learning journey
Timecodes
0:00 : Python Pandas introduction
2:00 : Pandas DataFrame
3:52 : Pandas In memory storage
4:49 : Pandas DataFrame using CSV file
7:31 : Pandas datafram head and tail function
8:38 : Column wise mathematical function of python pandas
9:59 : Memory usage of python pandas
11:54 : pandas iloc and loc
14:17 : Slicing dataframe using loc and iloc
#python #pandas #datascience #dataanalytics #python programming
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