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Python 3
What Is Data Science?

What Is Data Science?

Lesson 1: What Is Data Science?

Lesson 1: What Is Data Science?

Data Science is an interdisciplinary field that focuses on extracting meaningful insights from data. It combines concepts from:

Statistics and Mathematics
Programming and Computer Science
Domain knowledge

A typical data science workflow includes:

Data Collection: Gathering student data from sources such as CSV files
Data Cleaning: Handling missing values and correcting data types
Exploratory Data Analysis (EDA): Identifying patterns, trends, and distributions
Feature Creation: Creating new useful columns for analysis (e.g., attendance bins)
Insight Generation: Interpreting results to support decision-making

In this project, data science techniques are applied to student performance data to analyze exam scores, attendance, study habits, and other factors. The focus is on analysis and insights, not just prediction.

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What Is Data Science?

Contents

Lesson 1: What Is Data Science?

Student Performance Analysis Project for Beginners Using Data Science

Recommended Handbooks

C++ Handbook

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