Develop essential engineering skills with expert instruction and practical examples.
1. Data Types DemystifiedUnderstand Nominal, Ordinal, Interval, and Ratio features. Learn how to visualize and interpret feature types with ease.
2. Speed Up EDA with Manus (AI Tool)Use Manus, an AI-powered assistant, to accelerate your Exploratory Data Analysis. Automatically generate charts, summary statistics, and insights - fast.
Let AI help you find patterns and outliers without coding everything manually. 3. Handling Missing Data Like a ProWhat missing values are and why they matter.
Practical strategies to fill in numerical and categorical gaps. 4. Smart Feature SelectionUse ANOVA F-Test, Chi-Square, and RFE to choose only the most useful features.
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