Department Programs & Interactive Roadmaps

CSE / IT

Explore each course along with its learning progression roadmap, stage dependencies, and full syllabus breakdown.

47
Available Courses
3 Plans
Basic • Adv • Pro
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Full Stack DevelopmentC01

Full Stack Development

Master HTML, CSS, JavaScript, React, and Node.js to build production-ready web applications.

Roadmap ProgressionStructured Pathway
Frontend Foundations→React & UI→Backend Essentials→Project
Project: Full-stack task manager with login and deployment.
HTML5CSS3JavaScript ES6++13 skills
Syllabus & Details
.NET DevelopmentC02

.NET Development

Build enterprise applications with C#, ASP.NET Core, Entity Framework, and modern .NET architecture.

Roadmap ProgressionStructured Pathway
C# Fundamentals→ASP.NET Core→Data Access→Project
Project: Inventory REST API with database.
SyntaxOOPLINQ+13 skills
Syllabus & Details
Agentic AIC03

Agentic AI

Design autonomous AI agents with tool use, planning, memory, and multi-step reasoning workflows.

Roadmap ProgressionStructured Pathway
Agent Foundations→Agent Frameworks→Production Agents→Project
Project: Research agent that uses tools and memory.
LLM BasicsPrompt EngineeringTool Calling+9 skills
Syllabus & Details
AI/ML & Machine LearningC04

AI/ML & Machine Learning

Hands-on machine learning with scikit-learn, model evaluation, feature engineering, and deployment.

Roadmap ProgressionStructured Pathway
ML Foundations→Feature Engineering→Model Operations→Project
Project: Churn prediction model served via an API.
Linear/Logistic RegressionSVMDecision Trees+9 skills
Syllabus & Details
App DevelopmentC05

App Development

Build Android apps with Kotlin, Jetpack Compose, APIs, and Play Store publishing.

Roadmap ProgressionStructured Pathway
Android Essentials→Data & APIs→Publishing→Project
Project: Notes app with cloud sync.
KotlinActivitiesFragments+9 skills
Syllabus & Details
AWSC06

AWS

Master Amazon Web Services: IAM, EC2, S3, RDS, Lambda, and cloud architecture fundamentals.

Roadmap ProgressionStructured Pathway
Cloud Foundations→Storage & Database→Serverless→Project
Project: Serverless image-upload pipeline.
IAMVPCEC2+9 skills
Syllabus & Details
AzureC07

Azure

Learn Microsoft Azure cloud services, virtual machines, storage, and Azure DevOps pipelines.

Roadmap ProgressionStructured Pathway
Azure Basics→Compute & Storage→DevOps on Azure→Project
Project: CI/CD pipeline deploying a web app.
SubscriptionsResource GroupsAzure Portal+9 skills
Syllabus & Details
CCNA 200-301C08

CCNA 200-301

Prepare for Cisco CCNA certification with networking, routing, switching, and security essentials.

Roadmap ProgressionStructured Pathway
Network Fundamentals→Routing & Switching→Security & Automation→Practice Exam
Project: Multi-VLAN campus network simulation.
OSI ModelIP AddressingSubnetting+9 skills
Syllabus & Details
Cloud ComputingC09

Cloud Computing

Understand cloud models, migration strategies, and multi-cloud architecture across AWS, Azure, and GCP.

Roadmap ProgressionStructured Pathway
Cloud Concepts→Core Services→Architecture→Project
Project: Migration plan for a sample application.
IaaS/PaaS/SaaSCloud EconomicsShared Responsibility+9 skills
Syllabus & Details
Data AnalyticsC10

Data Analytics

Practical analytics with SQL, Excel, Power BI, and real-world business dashboards.

Roadmap ProgressionStructured Pathway
Excel & SQL→BI & Visualization→Case Studies→Project
Project: Sales performance dashboard.
Excel AdvancedSQL QueriesJoins+9 skills
Syllabus & Details
Data EngineeringC11

Data Engineering

Build scalable data pipelines with ETL, warehousing, Spark, and cloud data platforms.

Roadmap ProgressionStructured Pathway
Data Pipelines→Big Data→Cloud Data→Project
Project: End-to-end ETL pipeline into a warehouse.
ETL/ELTAirflowData Modeling+9 skills
Syllabus & Details
Data ScienceC12

Data Science

Statistics, Python, Pandas, machine learning, and data storytelling dashboards.

Roadmap ProgressionStructured Pathway
Foundations→Machine Learning→Projects
Project: Predictive model with a storytelling dashboard.
PythonStatisticsEDA+9 skills
Syllabus & Details
Data StructuresC13

Data Structures

Master arrays, linked lists, trees, graphs, and algorithms for technical interviews.

Roadmap ProgressionStructured Pathway
Linear Structures→Trees & Graphs→Algorithms→Practice Set
Project: Interview problem tracker with solutions.
ArraysLinked ListsStacks+9 skills
Syllabus & Details
Deep LearningC14

Deep Learning

Neural networks, CNNs, RNNs, transformers, and deep learning frameworks with TensorFlow and PyTorch.

Roadmap ProgressionStructured Pathway
Neural Networks→Architectures→Applications→Project
Project: Image classifier with CNN.
PerceptronsBackpropagationActivation Functions+9 skills
Syllabus & Details
DevOpsC15

DevOps

CI/CD pipelines, Docker, Kubernetes fundamentals, and infrastructure monitoring.

Roadmap ProgressionStructured Pathway
DevOps Culture→Containers→Monitoring→Project
Project: CI/CD pipeline with monitoring.
AgileGit WorkflowsCI/CD+9 skills
Syllabus & Details
DockerC16

Docker

Containerize applications with Docker, compose multi-service stacks, and deploy to production.

Roadmap ProgressionStructured Pathway
Docker Basics→Orchestration Intro→Production→Project
Project: Multi-container app with Compose.
ImagesContainersDockerfile+9 skills
Syllabus & Details
Python Full Stack DevelopmentC17

Python Full Stack Development

Python, Django/FastAPI, REST APIs, and frontend integration with testing and deployment.

Roadmap ProgressionStructured Pathway
Core Python→Web Frameworks→Full Stack→Project
Project: Blog platform with API and tests.
Data TypesOOPModules+9 skills
Syllabus & Details
Generative AI & LLMC18

Generative AI & LLM

Build LLM-powered applications with prompt engineering, fine-tuning, RAG, and API integration.

Roadmap ProgressionStructured Pathway
LLM Foundations→Applications→Production→Project
Project: RAG chatbot over documents.
Transformer ArchitectureTokenizationEmbeddings+9 skills
Syllabus & Details
JavaC19

Java

Core Java, collections, concurrency, and Spring Boot for enterprise development.

Roadmap ProgressionStructured Pathway
Core Java→Advanced Java→Spring Boot→Project
Project: Library management service.
SyntaxOOPCollections+9 skills
Syllabus & Details
Java Full StackC20

Java Full Stack

End-to-end Java development with Spring Boot, React, databases, and deployment.

Roadmap ProgressionStructured Pathway
Backend→Frontend→Full Stack Project
Project: E-commerce app with Spring Boot and React.
Spring BootRESTJPA/Hibernate+9 skills
Syllabus & Details
Manual TestingC21

Manual Testing

Software testing fundamentals, test cases, bug reporting, and QA lifecycle processes.

Roadmap ProgressionStructured Pathway
Testing Basics→Techniques→QA Process→Project
Project: Full test plan and bug report set for a sample site.
SDLC/STLCTest CasesBug Life Cycle+9 skills
Syllabus & Details
MetaverseC22

Metaverse

Explore virtual worlds, 3D environments, digital twins, and immersive experience design.

Roadmap ProgressionStructured Pathway
Metaverse Concepts→Development→Applications→Project
Project: Interactive 3D virtual space.
Virtual WorldsAvatarsDigital Economy+9 skills
Syllabus & Details
Artificial IntelligenceC23

Artificial Intelligence

Search algorithms, planning, NLP basics, and introduction to deep learning.

Roadmap ProgressionStructured Pathway
AI Core→NLP & Vision→Modern AI→Project
Project: Pathfinding visualizer plus a text classifier.
SearchKnowledge RepresentationPlanning+9 skills
Syllabus & Details
PythonC24

Python

Python fundamentals through intermediate programming with real-world projects.

Roadmap ProgressionStructured Pathway
Python Basics→Intermediate→Projects
Project: Command-line expense tracker.
SyntaxData TypesControl Flow+9 skills
Syllabus & Details
Quantum ComputingC25

Quantum Computing

Introduction to qubits, quantum gates, algorithms, and quantum programming frameworks.

Roadmap ProgressionStructured Pathway
Quantum Basics→Algorithms→Programming→Project
Project: Implement a simple quantum algorithm in a simulator.
QubitsSuperpositionEntanglement+9 skills
Syllabus & Details
SAPC26

SAP

SAP overview with key modules and end-to-end business process mapping.

Roadmap ProgressionStructured Pathway
SAP Overview→Core Modules→Implementation→Project
Project: Map a procure-to-pay process.
ERP ConceptsSAP NavigationMaster Data+9 skills
Syllabus & Details
SAP GRC ARMC27

SAP GRC ARM

SAP Governance, Risk, and Compliance with Access Risk Management and control monitoring.

Roadmap ProgressionStructured Pathway
GRC Overview→Access Control→Monitoring→Project
Project: Access risk analysis report.
GRC FrameworkRisk ManagementCompliance+9 skills
Syllabus & Details
SAP MMC28

SAP MM

SAP Materials Management module covering procurement, inventory, and vendor management.

Roadmap ProgressionStructured Pathway
MM Basics→Processes→Advanced→Project
Project: Procurement cycle walkthrough.
Organizational StructureMaster DataProcurement+9 skills
Syllabus & Details
SAP SecurityC29

SAP Security

SAP authorization concepts, role design, user management, and security auditing.

Roadmap ProgressionStructured Pathway
Security Basics→Role Design→Audit & Compliance→Project
Project: Role design for a sample organization.
UsersRolesProfiles+9 skills
Syllabus & Details
SAP SuccessFactorsC30

SAP SuccessFactors

Cloud HCM suite covering recruitment, onboarding, performance, and employee central.

Roadmap ProgressionStructured Pathway
SF Overview→Talent Modules→Administration→Project
Project: Onboarding and performance-cycle configuration.
Employee CentralNavigationFoundation Objects+9 skills
Syllabus & Details
SAP UI5 Fiori ODataC31

SAP UI5 Fiori OData

Build SAP Fiori apps with UI5, OData services, and SAP Gateway integration.

Roadmap ProgressionStructured Pathway
UI5 Basics→OData→Fiori Apps→Project
Project: Fiori app consuming an OData service.
MVC PatternControlsData Binding+9 skills
Syllabus & Details
SAS ProgrammingC32

SAS Programming

Statistical analysis and data manipulation with SAS programming language.

Roadmap ProgressionStructured Pathway
SAS Basics→Analysis→Applications→Project
Project: Statistical report on a public dataset.
DATA StepPROC StepsVariables+9 skills
Syllabus & Details
Selenium TestingC33

Selenium Testing

Selenium WebDriver automation with Java, TestNG, Page Object Model, and CI execution.

Roadmap ProgressionStructured Pathway
Selenium Core→Test Framework→CI Integration→Project
Project: Automation suite for a demo web store.
WebDriverLocatorsWaits+9 skills
Syllabus & Details
ServiceNowC34

ServiceNow

ServiceNow platform administration, ITSM workflows, and custom application development.

Roadmap ProgressionStructured Pathway
Platform Basics→ITSM→Development→Project
Project: Incident-management workflow.
NavigationTablesForms+9 skills
Syllabus & Details
UI/UX DesignC35

UI/UX Design

User research, wireframing, prototyping with Figma, and design systems.

Roadmap ProgressionStructured Pathway
UX Research→UI Design→Portfolio
Project: Mobile app redesign case study.
User InterviewsPersonasJourney Maps+9 skills
Syllabus & Details
Web3C36

Web3

Decentralized applications, smart contracts, wallets, and blockchain integration.

Roadmap ProgressionStructured Pathway
Web3 Foundations→Development→Ecosystem→Project
Project: Simple dApp with wallet connect.
BlockchainWalletsSmart Contracts+9 skills
Syllabus & Details
Web DevelopmentC37

Web Development

Front-end web development with HTML, CSS, JavaScript, and responsive design.

Roadmap ProgressionStructured Pathway
HTML & CSS→JavaScript→Projects
Project: Responsive portfolio site.
Semantic HTMLFlexboxGrid+9 skills
Syllabus & Details
AI DomainC38

AI Domain

Comprehensive AI track covering ML, deep learning, NLP, computer vision, and AI ethics.

Roadmap ProgressionStructured Pathway
AI Foundations→Specializations→Industry AI→Project
Project: Applied AI case study in one specialization.
ML BasicsStatisticsPython for AI+9 skills
Syllabus & Details
AR/VRC39

AR/VR

Create immersive AR/VR experiences with Unity, 3D modeling, and XR interaction design.

Roadmap ProgressionStructured Pathway
XR Fundamentals→Development→Deployment→Project
Project: Interactive AR product viewer.
AR/VR Concepts3D BasicsUnity Interface+9 skills
Syllabus & Details
BioinformaticsC40

Bioinformatics

Sequence analysis, BLAST, genomics pipelines, and computational biology tools.

Roadmap ProgressionStructured Pathway
Sequences→Pipelines→Applications→Project
Project: Genomics analysis pipeline on public data.
DNA/RNA/ProteinAlignmentBLAST+9 skills
Syllabus & Details
BlockchainC41

Blockchain

Blockchain fundamentals, consensus mechanisms, smart contracts, and Ethereum development.

Roadmap ProgressionStructured Pathway
Blockchain Core→Smart Contracts→Applications→Project
Project: Token or voting smart contract.
Distributed LedgerConsensusCryptography+9 skills
Syllabus & Details
CybersecurityC42

Cybersecurity

Network security, ethical hacking, vulnerability assessment, and risk management.

Roadmap ProgressionStructured Pathway
Security Foundations→Offensive Security→Defensive Security→Project
Project: Vulnerability assessment report on a lab environment.
NetworkingThreatsCryptography+9 skills
Syllabus & Details
Graphic DesignC43

Graphic Design

Branding, typography, color theory, and visual storytelling for print and digital media.

Roadmap ProgressionStructured Pathway
Design Principles→Tools→Branding→Portfolio
Project: Complete brand identity kit.
TypographyColor TheoryLayout+9 skills
Syllabus & Details
Internet of Things (IoT)C44

Internet of Things (IoT)

IoT devices, sensors, MQTT protocol, edge computing, and cloud dashboards.

Roadmap ProgressionStructured Pathway
IoT Architecture→Development→Projects
Project: Sensor data dashboard over MQTT.
SensorsMicrocontrollersProtocols+9 skills
Syllabus & Details
Computer Organization & ArchitectureC45

Computer Organization & Architecture

CPU design, memory hierarchy, instruction sets, and computer system fundamentals.

Roadmap ProgressionStructured Pathway
Digital Logic→Computer Architecture→Performance→Practice Set
Project: Simulate a simple CPU datapath.
Boolean AlgebraCombinational CircuitsSequential Circuits+9 skills
Syllabus & Details
Database Management Systems (DBMS)C46

Database Management Systems (DBMS)

Relational databases, SQL, normalization, transactions, and query optimization.

Roadmap ProgressionStructured Pathway
Database Design→SQL→Advanced→Project
Project: Normalized schema with optimized queries.
ER ModelNormalizationKeys+9 skills
Syllabus & Details
Probability & StatisticsC47

Probability & Statistics

Probability theory, statistical inference, hypothesis testing, and data analysis.

Roadmap ProgressionStructured Pathway
Probability→Statistics→Applications→Project
Project: Hypothesis-testing study on a real dataset.
Random VariablesDistributionsBayes Theorem+9 skills
Syllabus & Details