Skills you will gain: OS, Data Science, Softwares, Python Programming, DBMS, HTML, Javascripts..
Duration 200 Hours | Credits: 20 | 2 Yrs
Target age group: 14 to 17 years
Guest lecture Series | Live Learning | Hands On
Free
![Advanced Certification in Computer Science](https://dkraftlearning.com/wp-content/uploads/2.jpeg)
- Program length
200 Contact Hours - Credits
20 - DURATION
2 Yrs - Target age group
14 to 17 years
Advanced Certification in Computer Science
Module 1: Introduction to Computer Science
- Overview of computer science as a field
- History and evolution of computing
- Introduction to algorithms and problem-solving techniques
- Basics of computer architecture and operating systems
- Basics of computer hardwires components
Module-2: Introduction to Python Programming
- Introduction to Python programming language
- Data structures and control flow
- Functions and modules
- Working with libraries like NumPy, pandas, and Matplotlib
- Debugging and error handling techniques
Standalone certificate: Python Pioneers upon completion of Module 1 & 2
Module 3: Data Structures and Algorithms
- Introduction to common data structures (arrays, linked lists, stacks, queues, trees, graphs)
- Basic algorithms for searching, sorting, and traversal
- Complexity analysis and Big O notation
- Introduction to algorithm design paradigms (greedy, divide and conquer, dynamic programming)
Module 4: Object-Oriented Programming
- Principles of object-oriented programming (encapsulation, inheritance, polymorphism)
- Implementation of classes and objects
- Design patterns and their applications
- Hands-on projects to reinforce OOP concepts
Module 5: Database Management Systems
- Introduction to relational database concepts
- SQL fundamentals for database querying and manipulation
- Database design and normalization
- Hands-on experience with a relational database management system (MySQL, PostgreSQL)
Module 6: Software Engineering Principles
- Software development life cycle (SDLC)
- Agile methodologies (Scrum, Kanban)
- Version control with Git
- Software testing techniques (unit testing, integration testing)
Module 7: Operating Systems and Computer Networks
- Fundamentals of operating system concepts (processes, threads, memory management, file systems)
- Basics of computer networks (protocols, OSI model)
- Network administration and troubleshooting
- Introduction to cloud computing and virtualization
Standalone certificate: ComputerXpert upon completion of Module 1 to 7
Module 8: Master the Art of User-Centered Design
- Basics of User Interface design
- Understanding formal elements, active elements, composite elements
- Responsive Web Design – Building mobile first web designs.
- Basic of User Experience
- Understanding Ideation, Articulation, Development, Planning, Testing, researching & mapping
- Creating wireframe to prototype
Standalone certificate: DesignXpert upon completion of Module 8
Module 9: Web Development Basics
- Introduction to web technologies (HTML, CSS, JavaScript)
- Basics of client-server architecture
- Building static and dynamic web pages
- Introduction to web frameworks (e.g., Flask, Django for Python; Express.js for Node.js)
Module 10: Capstone Project
- Real-world project where students apply their knowledge and skills
- Project planning, design, implementation, and testing
- Presentation of project findings and outcomes