Short Courses in Mianwali
Human-Computer Interaction Course Outline I. Introduction to Human-Computer Interaction Overview of HCI Definition and scope of HCI Importance of HCI in design and development Historical development and evolution of HCI Foundations of HCI Principles of usability and user experience (UX) Human factors and cognitive psychology in HCI Interaction design goals and methodologies Ethical and Social…
Mobile Application Development Course Outline I. Introduction to Mobile Application Development Overview of Mobile Development Importance and growth of mobile applications Differences between mobile and web development Popular mobile platforms and ecosystems (iOS, Android) Mobile Development Technologies Native vs. cross-platform development Hybrid frameworks (React Native, Flutter, Xamarin) Progressive Web Apps (PWAs) and their benefits Development…
Web Development Course Outline I. Introduction to Web Development Overview of Web Development Definition and importance of web development Evolution of web technologies and standards Frontend vs. backend development Basic Web Technologies Client-server architecture HTTP and HTTPS protocols Web browsers and rendering engines Development Environment Setup Text editors and Integrated Development Environments (IDEs) Version control…
Computer Networks Course Outline I. Introduction to Computer Networks Overview of Computer Networks Definition and importance of computer networks Historical development and evolution of networking technologies Types of networks (LAN, WAN, MAN, PAN) Network Architecture OSI (Open Systems Interconnection) model TCP/IP protocol suite Comparison of OSI and TCP/IP models Network Topologies and Protocols Physical and…
Machine Learning Course Outline I. Introduction to Machine Learning Overview of Machine Learning Definition and importance of machine learning Applications of machine learning in various fields Historical context and evolution of machine learning Types of Machine Learning Supervised learning, unsupervised learning, reinforcement learning Semi-supervised learning, self-supervised learning Transfer learning and multi-task learning II. Foundations of…
Artificial Intelligence Course Outline I. Introduction to Artificial Intelligence Overview of AI Definition and goals of AI History and evolution of AI AI applications in various fields AI Concepts and Terminology Intelligent agents and environments Rationality and autonomy Ethics and societal impacts of AI II. Problem Solving and Search Problem-Solving Agents Problem formulation Example problems…
Theory of Computation Course Outline I. Introduction to the Theory of Computation Overview and Importance Definition and scope Historical background Key figures (Alan Turing, Alonzo Church, Stephen Kleene) Basic Concepts Symbols, alphabets, strings Languages and grammars Formal language theory II. Mathematical Foundations Set Theory Basics of sets, subsets, and operations Cartesian products and power sets…
Database Systems Course Outline I. Introduction to Database Systems Overview of Databases Definition and importance of databases Historical evolution of database systems Database Concepts Data vs. information Database management system (DBMS) overview Types of databases (hierarchical, network, relational, object-oriented, NoSQL) Database Users and Administrators Roles and responsibilities Types of users (end users, application programmers, database…
Database Systems Course Outline I. Introduction to Database Systems Overview of Databases Definition and importance of databases Historical evolution of database systems Database Concepts Data vs. information Database management system (DBMS) overview Types of databases (hierarchical, network, relational, object-oriented, NoSQL) Database Users and Administrators Roles and responsibilities Types of users (end users, application programmers, database…
Operating Systems Course Outline I. Introduction to Operating Systems Overview of Operating Systems Definition and purpose Types of operating systems (batch, time-sharing, distributed, real-time, embedded) History of Operating Systems Evolution and key milestones Operating System Structure Monolithic, layered, microkernels, modular II. Operating System Architecture System Components Kernel, shell, and system utilities User Interface Command-line interface…
