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Machine Learning & Artificial Intelligence

Course Fee- 45,000 INR

Module 1: Introduction to AI & Machine Learning

What is Artificial Intelligence?
Real-World Applications of AI
Types of Machine Learning

Module 2: Programming Foundations for ML

Python Basics for Data Science
Working with Libraries (NumPy, Pandas)
Data Visualization Concepts

Module 3: Mathematics for Machine Learning

Linear Algebra for ML
Probability & Statistics
Cost Functions & Optimization

Module 4: Supervised Learning

Regression Algorithms
Classification Algorithms
Model Training & Evaluation

Module 5: Unsupervised Learning

Clustering Techniques
Dimensionality Reduction
Anomaly Detection

Module 6: Deep Learning & Neural Networks

Neural Network Architecture
Convolutional Neural Networks
Introduction to Natural Language Processing

Module 7: Deployment & Real-World Projects

Model Deployment Basics
ML Pipelines & Monitoring
Capstone Project & Case Study

Course Fee- 45,000 INR

Cyber Security

Course Fee- 28,500 INR

Module 1: Cyber Security Fundamentals

Introduction to Cyber Security
Threat Landscape & Attack Vectors
Security Policies & Best Practices

Module 2: Networking & System Security

Network Fundamentals for Security
Firewalls, IDS & IPS
Operating System Hardening

Module 3: Ethical Hacking & Penetration Testing

Ethical Hacking Concepts
Reconnaissance & Scanning
Vulnerability Assessment

Module 4: Application & Web Security

Web Application Architecture
Common Web Attacks (OWASP Top 10)
Secure Coding Practices

Module 5: Cryptography & Data Security

Encryption & Hashing
Digital Signatures & Certificates
Data Privacy & Compliance

Module 6: Security Operations & Incident Response

Security Monitoring & SIEM
Incident Response Lifecycle
Real-World Breach Case Studies

Course Fee- 28,500 INR

Web Development

Course Fee- 38,500 INR

Module 1: Web Fundamentals

How the Web Works
Introduction to Frontend & Backend
Tools & Development Environment Setup

Module 2: Frontend Development

How the Web Works
Introduction to Frontend & Backend
Tools & Development Environment Setup

Module 3: Advanced Frontend Concepts

JavaScript ES6+ Features
Frontend Framework Overview
State Management Concepts

Module 4: Backend Development

Server-Side Programming Basics
REST APIs & HTTP Methods
Database Integration

Module 5: Deployment & Best Practices

Web Security Fundamentals
Performance Optimization
Project Deployment & Hosting

Course Fee- 38,500 INR

Accounting & Finance

Course Fee- 26,550 INR

Module 1: Accounting Basics

Introduction to Accounting Principles
Types of Accounts
Accounting Standards Overview

Module 2: Financial Statements

Income Statement
Balance Sheet
Cash Flow Statement

Module 3: Financial Analysis

Ratio Analysis
Cost & Profit Analysis
Budgeting & Forecasting

Module 4: Corporate Finance

Time Value of Money
Capital Budgeting
Risk & Return Concepts

Module 5: Practical Finance Applications

Taxation Basics
Auditing Fundamentals
Case Studies & Financial Reporting

Course Fee- 26,550 INR

Information Technology

Course Fee- 20,500 INR

Module 1: IT Fundamentals

Introduction to Information Technology
Computer Hardware & Software
Operating System Basics

Module 2: Networking Concepts

Computer Networks Overview
Network Devices & Protocols
Internet & Cloud Basics

Module 3: Systems & Databases

Database Fundamentals
System Administration Basics
Data Storage & Management

Module 4: IT Services & Management

IT Infrastructure Management
IT Service Management (ITSM)
IT Support & Troubleshooting

Module 5: Emerging Technologies

Cloud Computing
Artificial Intelligence in IT
IT Project Case Study

Course Fee- 20,500 INR

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