Ibis Framework For Data Analysis in Python (One API to 20+ Backends)

In this tutorial we will learn about Ibis Framework, a python library that gives you one API to work with 20 Backends and more

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⏲️===TimeStamps===⏲️
0:01 Introduction
02:10 Setup and Installing Ibis Framework
03:55 Reading and Connecting to DB
07:10 List DB and Tables
08:20 Connecting to DB
09:30 Showing or Previewing Data
10:30 Show SQL Syntax behind the API
11:30 How to select columns (single,multi columns)
17:30 Data Cleaning with Ibis
20:00 Using Mutate for Data Transformation
21:30 Using Aggregates
25:00 Order By
27:10 Using Group By
30:10 How to do complex query
31:38 Data Visualization using Ibis
33:30 Reading from CSV files
35:30 Utils
37:10 Convert to Pandas, Polars
37:40 Recap

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