I’m Zabreen Javed, a Bachelor’s student in Artificial Intelligence, passionate about turning raw data into meaningful insights and intelligent solutions. My journey spans from data preprocessing and visualization with NumPy, Pandas, and Seaborn to exploring ML algorithms and their real-world applications. I write about: Machine learning concepts simplified for beginners Practical tips on data cleaning, and model evaluation AI-driven problem-solving and innovative projects
I am available for real world projects interested in working on machine learning models.
Sep 19, 2025 · 2 min read · What is an outlier? An outlier is a data point in a dataset that is significantly different from other observations, lying far from the general trend or cluster of data. Outliers are data points that deviate significantly from the rest of your datase...
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Sep 9, 2025 · 1 min read · FeatureRange Age18 – 60 Salary20,000 – 120,000 Performance_Score1 – 10 Here, Salary has much larger values than Age or Performance_Score.If we don’t scale: Some algorithms will think Salary is more important just because its numbers are bigge...
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