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Python 3
Pre-requisites & Tech Stack Used

Pre-requisites & Tech Stack Used

Module 2 (Pre-requisites & Tech Stack Used)

Before diving into the implementation, it is important to understand the tools, platforms, and technologies used in this Student Performance Analysis project.
This module explains the basic requirements, the tech stack, and how data flows through the project from input to output.

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Python Basics Handbook

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ReactJS Projects Handbook

Learn ReactJS by building projects that mirror real-world applications. Strengthen your skills with step-by-step guidance and hands-on coding experience.

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Computer Networks Tutorial

A complete guide to computer networking, from fundamentals to protocols, routing, addressing, and real-world data communication.

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Operating System Tutorial

Your complete guide to Operating Systems, from fundamentals to advanced topics like memory management, scheduling, threads, and deadlock handling.

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DBMS and SQL Tutorial

A complete handbook to guide you through DBMS fundamentals and SQL mastery, perfect for building data-driven applications, managing data systems, or preparing for database roles.

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Java Tutorial

Beginner-friendly Java handbook covering core concepts, OOP principles, and hands-on programming examples.

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C Language Tutorial

A step-by-step C programming handbook for beginners. Understand C syntax, logic, memory, and hands-on coding to build solid programming foundations.

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PHP Tutorial

Step-by-step PHP handbook for web developers. Master server-side scripting with practical code and concepts.

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Android Tutorial

Beginner-friendly Android handbook covering app fundamentals, UI design, and hands-on development concepts.

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1 Hr

Linux Guide Tutorial

A practical Linux handbook covering command-line basics, file management, and system operations.

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Data Structures and Algorithms Tutorial

Learn core data structures and algorithms with practical examples to improve coding efficiency and problem-solving skills.

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Computer Architecture

A beginner-friendly guide to computer architecture covering processors, memory, and system-level concepts.

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HTML 5 References Tutorial

A handy HTML5 reference guide covering modern tags, attributes, and semantic elements.

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Docker Tutorial

A hands-on Docker handbook covering containers, images, and modern application deployment basics.

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0 Hr

GIT (Using Github) Tutorial

A hands-on Git and GitHub handbook for managing code, tracking changes, and collaborating on projects.

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0.5 Hr

Go Language Tutorial

A beginner-friendly Go handbook covering core language concepts and modern backend programming.

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GIT Guide

A practical Git guide covering version control basics, branching, and real project workflows.

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1 Hr

CSS Tutorial

A beginner-friendly CSS handbook covering page styling, layouts, and responsive design basics.

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1 Hr

Advanced Data Structures

A focused handbook covering advanced data structures for efficient and scalable problem solving.

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Spring Framework Tutorial

A hands-on Spring Framework handbook covering core concepts and backend development fundamentals.

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Spring Boot Tutorial

A practical Spring Boot handbook focused on building and running modern Java backend applications.

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Kotlin Tutorial

A beginner-friendly Kotlin handbook covering modern language features and real-world development concepts.

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A beginner-friendly Python handbook covering core concepts and practical programming examples.

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A hands-on SASS / SCSS handbook for writing clean, reusable, and scalable stylesheets.

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MongoDB Tutorial

A hands-on MongoDB handbook covering NoSQL concepts and modern database operations.

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Numpy Tutorial

A hands-on NumPy handbook for fast numerical computation and data manipulation using Python.

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PL-SQL Tutorial

A hands-on PL/SQL handbook for writing procedural database programs and business logic.

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Python Built-in Functions Tutorial

A handy reference guide to Python’s built-in functions for cleaner and faster coding.

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Pandas Tutorial

A hands-on Pandas handbook for data manipulation, cleaning, and analysis using Python.

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Elasticsearch Tutorial

A hands-on Elasticsearch handbook covering indexing, searching, and data analysis concepts.

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Matplotlib Tutorial

A hands-on Matplotlib handbook for creating charts and visualizing data using Python.

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A hands-on web scraping handbook for extracting and working with data from websites.

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A hands-on handbook for building network-enabled applications using Python.

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A hands-on Java examples handbook focused on logic building and practical coding.

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A hands-on Java Servlet handbook for building server-side web applications.

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JSP Tutorial

A hands-on JSP handbook for creating dynamic server-side web pages with Java.

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Java Type Conversion Tutorial

A concise Java handbook explaining type conversion and casting with clear examples.

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0.5 Hr

Java 8 Tutorial

A hands-on Java 8 handbook focused on modern language features and functional programming.

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0.5 Hr

Java 9 Tutorial

A practical Java 9 handbook covering modules and platform enhancements.

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0 Hr

Java 10 Tutorial

A focused Java 10 handbook covering language refinements and performance upgrades.

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0 Hr

Java 11 Tutorial

A hands-on Java 11 handbook focused on modern APIs and long-term support features.

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Java Util Library Tutorial

A hands-on Java Util library handbook covering essential utility classes and collections.

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Building a Contact Us Form in ReactJS

Responsive ReactJS Contact Form with validation, error messages, and success animation.

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Building a Age Calculator App Using ReactJS

Quickly find your exact age with this interactive ReactJS Age Calculator.

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Movie Recommendation System Project Using Content-Based Filtering

Build a movie recommendation system that suggests similar movies using genre similarity and average ratings. A simple, practical ML project for beginners to understand real-world recommenders.

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Recipe Finder App using ReactJS

Build a live Recipe Finder app using ReactJS. Search recipes, view details in modals, and handle state, events, and API data efficiently.

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Sales Data Analysis Project for Beginners Using Data Science

Analyze sales data to find revenue trends, top products, quarterly patterns, and key customer insights. A beginner-friendly project for hands-on business data analysis in Python.

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Word Counter Tool Using ReactJS

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Pre-requisites & Tech Stack Used

Contents

Module 2 (Pre-requisites & Tech Stack Used)

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