Educative - Computer Science Bootcamp [Skill Path]

In our rapidly advancing digital era, the need for computer science professionals has reached unprecedented heights. Businesses across diverse sectors increasingly rely on technology to fuel innovation, making expertise in computers, logical reasoning, problem-solving, and programming skills more crucial than ever. Possessing such skills positions you at the forefront of this demand, unlocking many rewarding career opportunities. This Skill Path is meticulously crafted to provide a comprehensive introduction to computer science, catering especially to those without a background in the discipline. Starting with the fundamentals of problem-solving and logical thinking in computing, this Skill Path will guide you through coding using data structures, database design and management, web application development, and professional adaptation to various software development models. Upon completing this Skill Path, you will have established a robust foundation to seamlessly transition into the software industry.

Learning Objectives

• The ability to think logically, analyze, design, and implement algorithms to solve computational problems.
• An understanding of concepts such as computer architecture, operating systems, networks, and number-based systems.
• A working knowledge of data modeling and design using SQL and NoSQL databases like MySQL and MongoDB, respectively.
• Familiarity with software development methodologies from the traditional Waterfall model to Agile practices.
• Hands-on programming skills in writing efficient, readable, and reusable code leveraging object-oriented principles.
• Familiarity with renowned data structures like lists, arrays, stacks, queues, linked lists, trees, and graphs.
• An understanding of web architecture and hands-on skills in frontend, backend, and full stack web development using the MERN stack.
• The ability to think ethically and critically in the context of computing.

Path Content

Module 1 - Learn Problem-Solving with Pólya

Explore different problem-solving strategies that are essential for personal growth, academic success, and sustained professional achievement.

Module 2 - Computing Basics

Learn and explore computer basics, its history, hardware, software, number systems, and the anatomy of a computer.

Module 3 - Logical Thinking

Learn to create logically valid arguments and avoid logical fallacies in everyday life.

Module 4 - Introduction to Programming in Python

Explore Python’s basics, including concepts like variables, data types, conditionals, loops, functions, data structures, and built-in libraries.

Module 5 - Object-Oriented Programming in Python

Explore object-oriented programming (OOP) in Python, including classes, objects, encapsulation, inheritance, polymorphism, and object relationships.

Module 6 - Sets Unleashed: A Comprehensive Foundation

Explore sets, relations, and functions with practical applications in various contexts to foster a deep understanding and organization of data.

Module 7 - Basic Counting Principles in Computing

Learn the basic principles of counting with some interesting applications of counting problems.

Module 8 - Fundamental Algorithms in Python

Build a strong foundation in algorithmic concepts, covering algorithms, asymptotic analysis, sorting, searching, and divide and conquer techniques.

Module 9 - Data Structures in Python

Master essential data structures and algorithms: linked lists, stacks, queues, graphs, trees, heaps, and hashing.

Module 10 - Data Modeling and Design

Explore databases from file-based systems to modern DBMS, covering data modeling, functional dependencies, and normalization for data integrity.

Module 11 - Relational Databases and SQL

Uncover the essentials of MySQL server, including its setup, SQL commands, data manipulation, and advanced topics like joins and subqueries.

Module 12 - Working with NoSQL Using MongoDB

Design efficient models and handle complex data using a NoSQL database—MongoDB, including its fundamentals, CRUD operations, performance optimization, and more.

Module 13 - Software Architecture in Applications

To advance in the ever-growing tech industry, let’s understand software and web architecture.

Module 14 - Web Development with HTML

Master web development essentials with HTML, CSS, and JavaScript, including basics, formatting, interactivity, multimedia integration, and form validation.

Module 15 - Front-End Development with JavaScript

Explore JavaScript objects, functions, function prototypes, closures, modularity, error handling, DOM manipulation, and CSS for styling.

Module 16 - Putting It Altogether! A Taste of MERN

Gain skills in server-side development, user authentication, client-side setup, business logic, and CRUD operations to create MERN stack applications.

Module 17 - Software Development Lifecycle Models

Explore renowned SDLC methods, including Waterfall and Agile models in software development to design, develop, and maintain high-quality software.

Module 18 - Software Quality Assurance and Configuration Management

Explore testing, including test automation and design, deployment, maintenance, and Git for version control.

Module 19 - Object-Oriented Analysis and Design

Discover object-oriented principles, design patterns, and problem-solving by designing real-world complex systems.

Module 20 - Web Scraping Using Selenium in Python

Learn to use Python’s Selenium library to scrape data from the web.

Module 21 - Build a Personal Portfolio Using React

Learn how to build a portfolio website in React.

Module 22 - Create a Wordle Clone

Learn how to create a wordle game in a browser.

Module 23 - Build an E-Learning Website with the MERN Stack

Learn how to create an e-learning course catalog using the MERN stack.

Module 24 - Build a Web Assistant with OpenAI GPT-3

Learn how to integrate an OpenAI chatbot in an Express application.

Module 25 - Integrate Google Search Engine API with the Express Application

Learn how to create a website with built-in search functionality using the Express framework.

Module 26 - Designing a Restaurant Management System Using the MERN Stack

Learn to use the MERN (MySQL, Express, React, Node.js) stack to build a restaurant management system.

Module 27 - Introduction to Computing Professionalism

Let’s prepare for a career in computing by equipping the necessary knowledge and abilities for ethical decision-making.