Introduccion a Big Data usando Python (Pandas)

Published: 28 October 2022
on channel: Pase el Codigo

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00:00:00 ¿Qué es Big data?
00:02:38 Datos estructurados
00:03:06 Datos no estructurados
00:03:58 Datos semi estructurados
00:05:07 ¿Por qué es importante el Big data?
00:05:39 Tipos de análisis que se pueden hacer
00:06:20 Análisis Predictivo
00:06:46 Análisis Prescriptivo
00:07:50 Análisis Descriptivo
00:08:03 Análisis Diagnóstico
00:08:44 Nike
00:09:48 UPS United Parcel Service
00:10:51 Apple
00:13:06 Herramientas de procesamiento R y Python
00:13:58 Comandos base de datos y Colab (Python)
00:18:23 Import datos csv Python
00:23:11 Pandas head
00:24:45 Pandas tail
00:26:24 Pandas Describe
00:28:56 .dtypes
00:30:33 .shape
00:32:07 .columns.values
00:33:22 Pandas dropna
00:36:26 Pandas fillna
00:39:37 Pandas filtrar por columnas
00:43:15 Pandas iloc
00:46:27 Pandas loc
00:48:42 Pandas condicionales
00:54:41 Pandas str.contains
00:46:21 Pandas funciones apply
01:09:09 Pandas str.contains
01:10:42 Pandas groupby y groupby agg
01:16:00 matplotlib.pyplot
01:21:27 Guardar datos csv con Pandas

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