10.22 IQR, Percentile, Box Plot Explained | Statistics & Probability
Автор: Decode AiML
Загружено: 2025-10-05
Просмотров: 39
Описание:
In this video, we learn about the Interquartile Range (IQR), Percentiles, and Box Plots — powerful tools for understanding data distribution and detecting outliers. You’ll understand how to calculate Q1, Q2 (Median), Q3, and interpret IQR, min, max, and outliers visually through the box plot. This Statistics & Probability playlist is also helpful for GATE DA/CS and other streams.
📌 Topics Covered in this Video:
1. Introduction to Interquartile Range (IQR) & Box Plot Explained
2. First Quartile (Q1), Median (Q2), Third Quartile (Q3) in Box Plot
3. Interquartile Range (IQR) and Outlier Detection using Box Plot
4. Minimum (min) and Maximum (max) in Box Plot
5. Calculating Q1, Q2, Q3, IQR, min and max for a sample dataset
Helpful For:
1. Cracking AI / ML / Data Science interview rounds at top tech companies
2. Building a deeper understanding of core AI, ML concepts
3. Preparing for GATE (DA / CS / Other streams) and other related competitive exams
Our Playlist:
Probability & Statistics for ML - Hindi: • 10. Probability & Statistics for ML
#IQR #BoxPlot #Percentiles #StatisticsInHindi #DataVisualization #Outliers #MachineLearning #StatisticsForML #DataScienceInHindi #StatisticsTutorial #StatisticsForBeginners #InterquartileRange #exploratorydataanalysis #DecodeAiML
Tags:
IQR explained, interquartile range, box plot explained, percentile in statistics, statistics in hindi, outlier detection, how to find quartiles, Q1 Q2 Q3 explained, IQR and box plot, statistics for machine learning, statistics tutorial in hindi, box plot for outliers, IQR example, quartile and percentile, box plot interpretation, range vs IQR vs variance
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