Data Cleaning with Python (Full Course) | Step-by-Step Guide for Data Analyst & Data Science

This video is your complete guide to Data Cleaning with Python one of the most important and time-consuming parts of every Data Analyst and Data Scientist job.

Data Cleaning Resources (Notes, Code, Data): https://topmate.io/ayushi_mishra/1789212
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👉 In this video, you’ll learn:
00:00 Intro
00:52 Why Data Cleaning is Important?
02:27 Types of Problems in Raw Data
05:58 Step-by-Step Guide to Identify Problems in Data
19:23 Handling Missing Values
37:27 Fixing Inconsistent Formatting
43:00 Handling Duplicates
46:23 Correcting Data Types
48:32 Handling Outliers

By the end, you’ll confidently turn raw data into clean, analysis-ready datasets.

✅ Job Preparation and Interview Guide: https://topmate.io/ayushi_mishra/page/62xps5j5IH

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✅ 7+Data Analysis Portfolio Ready Projects Resources: https://topmate.io/ayushi_mishra

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