IBPS IT Officer

Course Syllabus

A comprehensive breakdown of all topics covered in this program.

ER-model Learn Notes
Relational Model (Relational Algebra, Tuple Calculus) Learn Notes
Integrity Constraints Learn Notes
Normal Forms (1NF, 2NF, 3NF, BCNF) Learn Notes
File Organization & Indexing (B and B+ trees) Learn Notes
Transactions & Concurrency Control Learn Notes

Data Manipulation (Select, Update, Delete) Learn Notes
Data Definition (View, Truncate, Alter) Learn Notes
Joins (Inner, Outer, Left, Right) Learn Notes
Aggregate Functions (COUNT, SUM, AVG) Learn Notes
Set Operations (Union, Intersection, Except) Learn Notes
Clauses (IN, EXISTS) & Nested Queries Learn Notes

Program Control (Iteration, Recursion) & Functions Learn Notes
Scope & Binding of Variables, Parameter Passing Learn Notes
OOPS Concepts Learn Notes
Inheritance, Class and Object Learn Notes
Constructors & Functions Learn Notes
Exception Handling Learn Notes

Regex, Slicing, Data Reshaping Learn Notes
Data Structures (Dataframes, Dictionaries, Sets, Lists) Learn Notes
File Management (Importing/Exporting Data) Learn Notes
Classes and Functions Learn Notes
Data Mining Basics Learn Notes
Charts and Graphs (Visualization) Learn Notes

Tree and Graph Traversals Learn Notes
Connected Components, Spanning Trees Learn Notes
Shortest Path Algorithms Learn Notes
Hashing, Sorting, Searching Learn Notes
Design Techniques (Greedy, Dynamic Programming, Divide-and-conquer) Learn Notes

ISO/OSI Stack & TCP/IP Model Learn Notes
LAN Technologies (Ethernet, Token Ring) Learn Notes
Protocols (TCP/UDP, IP) Learn Notes
Network Devices (Switches, Gateways, Routers) Learn Notes
Application Layer Protocols (DNS, SMTP, POP, FTP, HTTP) Learn Notes
Firewalls Learn Notes

Cyber Attacks & Software Development Security Learn Notes
Network Security & Authentication Learn Notes
CIA Triad (Confidentiality, Integrity, Availability) Learn Notes
Network Audit & Systems Audit Learn Notes

ETL (Extraction, Transformation, Loading) Learn Notes
Data Cleaning Learn Notes
Metadata, Data Cube, Data Mart Learn Notes
Data Models Learn Notes

Shell Scripting Basics Learn Notes
Shell Variables & Script Arguments Learn Notes
Control Flow (If Statement, Loop, Return) Learn Notes
Basic UNIX Commands Learn Notes

Supervised vs. Unsupervised Learning Learn Notes
Data Preprocessing & Feature Engineering Learn Notes
Models (Linear/Logistic Regression, Decision Trees, Clustering) Learn Notes
Model Evaluation (Cross-Validation, Overfitting/Underfitting) Learn Notes
Libraries (TensorFlow, PyTorch, Scikit-learn) Learn Notes
NLP, Neural Networks, Reinforcement Learning Learn Notes
Cloud AI Services & Deployment Basics Learn Notes