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Python 3
Learning Outcome

Learning Outcome

Lesson 1: Learning Outcome

Lesson 1: Learning Outcome

By completing this project, you have learned how to:

• Load and work with real-world student performance datasets using pandas
• Inspect and understand dataset structure, columns, and data types
• Handle missing values and prepare data for analysis
• Create new calculated columns such as performance change
• Group and aggregate student data for analysis
• Perform exploratory data analysis (EDA) to identify trends and relationships
• Visualize insights using line charts, bar charts, and heatmaps
• Interpret how attendance, study hours, and other factors influence exam scores

This project strengthens your foundation in practical data analysis and educational performance reporting.

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Learning Outcome

Contents

Lesson 1: Learning Outcome

Student Performance Analysis Project for Beginners Using Data Science

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Python Basics Handbook

Javascript Handbook

ReactJS Projects Handbook

Computer Networks Tutorial

Operating System Tutorial

DBMS and SQL Tutorial

Java Tutorial

C Language Tutorial

PHP Tutorial

Android Tutorial

Linux Guide Tutorial

Data Structures and Algorithms Tutorial

Computer Architecture

HTML 5 References Tutorial

Docker Tutorial

GIT (Using Github) Tutorial

Go Language Tutorial

GIT Guide

CSS Tutorial

Advanced Data Structures

Spring Framework Tutorial

Spring Boot Tutorial

Kotlin Tutorial

Apache Cordova Tutorial

Python Tutorial

SASS-SCSS Tutorial

MongoDB Tutorial

Numpy Tutorial

PL-SQL Tutorial

Python Built-in Functions Tutorial

Pandas Tutorial

Elasticsearch Tutorial

Matplotlib Tutorial

Web Scraping Tutorial

Networking with Python

Tkinter Tutorial

Java Programs Tutorial

Java Examples Tutorial

Servlet Tutorial

JSP Tutorial

Java Type Conversion Tutorial

Java 8 Tutorial

Java 9 Tutorial

Java 10 Tutorial

Java 11 Tutorial

Java Util Library Tutorial

Building a Contact Us Form in ReactJS

Building a Age Calculator App Using ReactJS

Movie Recommendation System Project Using Content-Based Filtering

Recipe Finder App using ReactJS

Sales Data Analysis Project for Beginners Using Data Science

Word Counter Tool Using ReactJS