We have information on the TU BIM 5th Semester Syllabus PDF. There are subjects in BIM fifth semester. They are Artificial Intelligence, Software Design and Development, Programming with Python, Information Security, and Fundamentals of Marketing.
TU BIM 5th Semester Syllabus PDF
Following is the TU BIM 5th Semester Syllabus PDF.
S.N | Name of the Subjects | Code of Subjects | Credit hours | Lecture Hours |
---|---|---|---|---|
1 | Artificial Intelligence | IT 228 | 3 | 48 |
2 | Software Design and Development | IT 242 | 3 | 48 |
3 | Programming with Python | IT 243 | 3 | 48 |
4 | Information Security | IT 244 | 3 | 48 |
5 | Fundamentals of Marketing | MKT 201 | 3 | 48 |
Download the TU BIM 5th Semester Syllabus PDF: CLICK HERE
IT 228: Artificial Intelligence
Units | Name of the Units | Contents of Units | Lecture Hours |
---|---|---|---|
1 | Introduction | Intelligence, Artificial Intelligence (AI), AI Perspectives: acting and thinking humanly, acting and thinking rationally and History of AI. | 3 |
2 | Intelligent Agents | Introduction of agents, Structure of Intelligent agents, Properties of Intelligent Agent,s and Configuration of Agents. | 4 |
3 | Problem Solving by Searching. | Definition, Problem as a state space search, Problem formulation, Well-defined problems, Solving Problems by Searching and Search Strategies. | 9 |
4 | Knowledge Representation. | Definition and importance of Knowledge, Issues in Knowledge Representation, Knowledge Representation Systems, Properties of Knowledge Representation Systems, Types of Knowledge Representation Systems: Semantic Nets, Frames. | |
5 | Machine Learning | Introduction to Machine Learning, Concepts of Learning, Supervised, Unsupervised and Reinforcement Learning, Statistical-based Learning: Naive Bayes Model, Learning by Genetic Algorithms. | |
6 | Applications of AI | Expert Systems, Components of Expert System: Knowledge base, inference engine, user interface, working memory and Development of Expert Systems. |
IT 242: Software Design and Development
Units | Name of the Units | Contents of Units | LHs |
---|---|---|---|
1 | Systems Development Environment. | Introduction; Modern Approach to Systems Analysis and Design; Developing Information Systems and Systems Development Life Cycle. | 6 |
2 | Project Management. | Project Management and Project Management Activities; Gantt Chart and Network Diagram. | 4 |
3 | Planning | Identifying and Selecting Systems Development Projects; Corporate and Information Systems Planning; Initiating and Planning Systems Development Projects | 5 |
4 | Analysis | Performing Requirements Determination; Traditional, Contemporary, and Radical Methods for Requirements Determination; Process Modeling; Data Flow Diagramming Mechanics; Guidelines for Drawing DFDs; Modeling Logic with Decision Tables. | 12 |
5 | Design | Database Design; Normalization; Transforming E-R Diagrams into Relations; Merging Relations; Physical File and Database Design. | 8 |
6 | Implementation and Maintenance. | System Implementation; Software Application Testing; Installation; Documenting the System; Training and Supporting Users. | 5 |
7 | Object-Oriented Development. | Introduction to Object-Oriented Development; Unified Modeling Language; Functional, Structural and Behavioral Models. | 8 |
Read More: TU BIM 5th Semester Model Questions.
IT 243: Programming with Python
Units | Name of the Units | Contents of the Units | LHs |
---|---|---|---|
1 | Python Introduction | Why Python? Installing and Running Python using Interactive Shell and Console; Using IDLE and IDE; Installing Third Party Libraries. | 3 |
2 | Control Statement | Introduction; Selection Statements (if statements and match-case statement); Using if- else as Ternary Operator; Looping Statements (for and while Loops); | 4 |
3 | Built-In Data Types. | Introduction; Numeric Types – Integers, Floating Point Numbers and Complex Numbers; String – Indexing and Slicing, String Formatting, Escape Sequences; Boolean; List – Indexing and Slicing, Changing Items, Adding and Removing Items. | 8 |
4 | Functions | Introduction; Benefits of using Functions; Creating and Calling Functions; Passing Arguments; Packing and Unpacking Arguments using Tuples and Dictionaries. | 3 |
5 | Object-oriented Programming. | Introduction; Object-Oriented Principles – Classes and Objects, Encapsulation; Inheritance, Polymorphism, Abstraction; Defining a Class. | 9 |
6 | File Handling | File Opening Models; Reading and Writing Files; The os Module and Common Functions; The with Statement. | 3 |
7 | Common Python Libraries. | Numpy, Pandas, and Matplotlib. | 8 |
8 | Advanced Topics. | Working with Database and Using SQL Statements; Basics of GUI Programming, Basics of Web Development. | 10 |
IT 244: Information Security
Units | Name of the Units | Contents of the Units | LHs |
---|---|---|---|
1 | Introduction | Computer Security Concepts, Threats, Attacks and Assets, Security Functional Requirements, Security Design Principles, Attack Surfaces and Attack Trees. | 5 |
2 | Symmetric and Asymmetric Cryptographic Algorithms. | Classical Cryptosystems: Substitution and Transposition Ciphers, Block Cipher vs. Stream Ciphers, Symmetric Encryption Principles, Fiestel Cipher Structure, Data Encryption Standards (DES). | 13 |
3 | Message Authentication and Hash Functions. | Authentication, Hash Functions, Message Digests: MD4 and MD5, Secure Hash Algorithms: SHA-1, SHA-2, Hash-Based MAC (HMAC), Digital Signature | 6 |
4 | User Authentication. | User Authentication Principles, Password-Based Authentication, Token-Based Authentication, Biometric Authentication, Two Factor Authentication. | 5 |
5 | Intrusion Detection and Prevention. | Intruders, Intrusion Detection, Intrusion Detection Analysis Approaches, Host-Based Intrusion Detection, Network-Based Intrusion Detection. | 5 |
6 | Malicious Software. | Malicious Software, Types of Malicious Software, Advanced Persistent Threats, Viruses, Worms, Spam E-mail, Trojans,and System Corruption. | 4 |
7 | Network Security. | Overview of Network Security, Digital Certificates and X.509 certificates, Certificate Life Cycle Management, PKI trust models, PKIX, Secure Socket Layer (SSL), and Transport Layer Security (TLS). | 5 |
8 | IT Security Management, Risk Assessment, and Security Auditing. | IT Security Management, Organizational Context and Security Policy, Security Risk Assessment, Security Risk Analysis, Security Auditing Architecture, | 5 |
Read More: TU BIM 5th Semester Model Questions.
MKT 201: Fundamentals of Marketing
Units | Name of the Units | Contents | LHs |
---|---|---|---|
1 | Introduction | Meaning of marketing. Core concepts of marketing. Marketing process. Marketing management orientation – production. | 6 |
2 | Understanding Marketing Environment. | Meaning of marketing environment; Micro environment: The company, suppliers, competitors, marketing intermediaries, publics, customers. | 6 |
3 | Marketing Information System. | Concept of marketing information system. Components of the marketing information system. Marketing research process and areas of marketing research. | 4 |
4 | Buyer Behavior | Meaning of buying behavior, model of consumer behavior, consumer buying process, factors influencing consumer behavior. | 6 |
5 | Segmentation, Targeting, and Positioning Strategies | Concept, process, and requirements of market segmentation. Bases for segmenting consumer and organizational markets. | 5 |
6 | Product Decisions | Concept and levels of the product. Product classifications and marketing considerations. Product life cycle stages: features and strategies. N | 8 |
7 | Pricing Decisions | Concept of price and pricing. Factors affecting pricing decisions: Internal and external price factors. Pricing approaches-cost-based. | 4 |
8 | Distribution Decisions | Concept and objectives of distribution, and channel designs for consumer and industrial products. Channel selection factors. | 4 |
9 | Promotion Decisions | Concept and objectives of promotion. Promotion mix components. Factors affecting the determination of promotion mix. Advertising: Nature and objectives. | 5 |
Hence, these are the TU BIM 5th Semester Syllabus PDFs.
Important Links
a. Read More: TU BIM 5th Semester Model Questions.
b. Download the TU BIM 5th Semester Syllabus PDF: CLICK HERE