Python Step by Step: Build a Data Analysis Program [2015, ENG] torrent

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Python Step by Step: Build a Data Analysis Program

Год выпуска: 2015
Производитель: Udemy
Сайт производителя: www.udemy.com/python-step-by-step-build-a-data-analysis-program/
Продолжительность: 5 hours
Тип раздаваемого материала: Видеоурок
Язык: Английский
Описание: Подробнее Python и панды с видео, викторины, и учения и построить анализа и визуализации данных Python программы.
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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.
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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
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Файлы примеров: отсутствуют
Формат видео: MP4
Видео : AVC, 1280x720, 16:9, 30.000 fps, ~ 512 Kbps
Аудио: AAC, 44.1 KHz, ~ 60.0 Kbps, 2 channels
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