2015
Udemy
5 hours
English

Learn Python and pandas with videos, quizzes, and exercises and build a data analysis and visualization Python program.
In this complete course, you will learn Python starting from the basics and slowly shifting to more practical concepts such as handling files and data that contain millions of records, and extracting and visualizing crucial information from them.
As you progress through the course, you will be guided step by step on building a program that uses real world data containing hundreds of files and millions of records. These data will be downloaded, extracted, cleaned, manipulated, analyzed, aggregated and visualized. You will also make you own scripts by applying your skills on some US census income data. Quite a lot of fun!
More specifically, you will learn to use various Python libraries such as ftplib, os, glob, pandas, numpy, patoolib, matplotlib, seaborn and simplekml.

01 Getting Started
02 Python Basics
03 Working with Files and Folders
04 Downloading Files from FTP Sites
05 Working with Archive Files
06 Reading and Writing TXT and CSV Data Files
07 A tour with pandas
08 Concatenating and Joining Tables of Data with Pandas
09 Pivoting Data
10 Visualizing Data
11 Mapping Spatial Data
12 Putting everything together

www.udemy.com/python-step-by-step-build-a-data-analysis-program/

Download File Size:923.59 MB

---