Скачать или смотреть Data Analysis Project | Large Scale Data Analysis | Switching from Pandas to FireDucks

Exploratory data analysis (EDA) is an important skill for AI as well as data analytics aspirants.

In this data analysis project, we will perform large-scale data analysis on online retail sales data. We will also analyze 32 million transactions first using pandas and then speed things up using fireducks which is a compiler accelerated dataframe library fully compatible with pandas API.

Fireducks library: https://fireducks-dev.github.io/
Code: https://github.com/codebasics/project...

⭐️ Timestamps ⭐️
00:00 Introduction
00:51 Project Overview
01:33 Data Cleaning
20:03 Sales Analysis
32:29 Customer Segmentation
42:54 Churn Analysis
45:12 Large Scale Data Analysis using Fireducks

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