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character: Data Preprocessing Techniques

topic: Understanding the importance of data cleaning, normalization, and transformation in machine learning

grade: 11

subject: Computer Science

character: Exploratory Data Analysis

topic: Techniques for summarizing and visualizing datasets before applying machine learning models

grade: 11

subject: Computer Science

character: Feature Selection and Engineering

topic: Methods to select and create the most informative features for improving machine learning model performance

grade: 11

subject: Computer Science

character: Classification Algorithms

topic: Fundamentals of different classification techniques and their applications in machine learning

grade: 11

subject: Computer Science