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Handling Missing Values using Mean & Median | Part 3| Data Preprocessing

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Welcome to ML Journey: Day by Day — where we learn one machine learning concept every single day!
In this video, we’ll learn how to handle missing values using mean and median imputation — simple yet powerful techniques for preprocessing your data.
Missing data is a common issue in real-world datasets, and it's important to handle it properly before feeding it to a machine learning model.
What You'll Learn:
What are missing values
Why mean and median are used
How to use pandas to apply these techniques
Visual comparison before and after imputation
Timestamps:
00:00 - Explanation of Topic
04:57 - Step 1
09:52 - Step 2
12:42 - Step 3
14:56 - Step 4
16:55 - Step 5
20:14 - Visualization
31:47 - Windup
📚 This video is part of the "ML Journey: Day by Day" playlist
🔔 Subscribe for more beginner-friendly ML tutorials
👍 Like the video if you found it helpful
💬 Drop your questions in the comments — I reply to everyone!
#PythonMissingValues #DropnaPython #DataPreprocessing #MachineLearningInHindi #PythonInHindi #MindWired #DataCleaning #MissingValues #UrduTutorials #HindiTutorials #PandasPython #DataScience2025 #FeatureEngineering #MLInUrdu #MindWiredChannel
In this video, we’ll learn how to handle missing values using mean and median imputation — simple yet powerful techniques for preprocessing your data.
Missing data is a common issue in real-world datasets, and it's important to handle it properly before feeding it to a machine learning model.
What You'll Learn:
What are missing values
Why mean and median are used
How to use pandas to apply these techniques
Visual comparison before and after imputation
Timestamps:
00:00 - Explanation of Topic
04:57 - Step 1
09:52 - Step 2
12:42 - Step 3
14:56 - Step 4
16:55 - Step 5
20:14 - Visualization
31:47 - Windup
📚 This video is part of the "ML Journey: Day by Day" playlist
🔔 Subscribe for more beginner-friendly ML tutorials
👍 Like the video if you found it helpful
💬 Drop your questions in the comments — I reply to everyone!
#PythonMissingValues #DropnaPython #DataPreprocessing #MachineLearningInHindi #PythonInHindi #MindWired #DataCleaning #MissingValues #UrduTutorials #HindiTutorials #PandasPython #DataScience2025 #FeatureEngineering #MLInUrdu #MindWiredChannel