Pandas Programming

Pandas Python Programming in one video

This lecture provides everything you need to know on Pandas Programming. I use one of my favorite environments, that is Google’s Jupyter notebook. It’s very easy to use and I’m sure you will love it. This lecture deals with Pandas DataFrames, Multidimensional Hierarchical Indexing, Boolean Operations on DataFrames, Aggregate Functions, Extracting unique values, Removing Rows/Columns from DataFrames, Data IO, CSV IO, EXCEL IO, HTML IO, Visualization and Plotting, 2D Plotting, Histogram Plotting, Boxplots, and Areaplots.

Timestamps of this lecture are:
00:00:00 Intro
00:06:14 Setup
00:10:07 Series
00:15:50 Declaring DataFrames
00:20:25 Reading and Writing from/to DataFrames
00:23:48 Multidimensional Hierarchical Indexing
00:29:25 Boolean Operations on DataFrames
00:33:12 Aggregate Functions
00:43:17 Concatenating DataFrames
00:46:22 Merging DataFrames
00:48:59 Extracting unique values
00:52:09 Applying Functions to DataFrames
00:55:00 Removing Rows/Columns from DataFrames
00:57:45 Data IO
00:58:22 CSV IO
01:00:24 EXCEL IO
01:02:00 HTML IO
01:04:53 Visualization and Plotting
01:06:26 2D Plotting
01:12:11 Histogram Plotting
01:15:36 Boxplots
01:16:44 Areaplots

Ahmad Bazzi

Ahmad Bazzi is an Electrical Engineer and YouTuber. Ahmad Bazzi is a signal processing engineer at CEVA DSP. He holds a PhD in Electrical Engineering from EURECOM. Ahmad Bazzi is a EURECOM alumni. Ahmad Bazzi obtained his Master studies (Summa Cum Laude) in Electrical Engineering at SUPELEC, Paris. Ahmad Bazzi has many publications in well-known IEEE conferences, including a nomination award and is a co-inventor in several patents. Ahmad Bazzi dedicates time to publish high level lectures on Mathematics (including convex optimization) and Programming. Ahmad Bazzi also focuses on Machine Learning, Convex Optimization, Linear Algebra, Python, SymPy, NumPy, Pandas, CVXOPT, MATLAB, C++ for firmware systems.

Leave a Reply

Your email address will not be published. Required fields are marked *

Next Post

Socket Programming

Sun Nov 8 , 2020
In this lecture, you will learn python socket programming. We’ll start off with what python socket programming is. Then we’ll discuss how TCP (vs UDP) works. Next off, we’ll see how to write a client server program in python. Some failure cases are also discussed such as connection to python […]