Training Programs

CRT

Generative AI

• Fundamentals of Generative
• AI Introduction to Azure OpenAI Service
• Experience GenAI with Python
• Google GenAI Experience
• Introduction to Large Language Models
• Fundamentals of Prompt Engineering
• Planning a Responsible GenAI
• Examples and Hands-on

Prompt Engineering

• Introduction to AI
• Introduction to Conversational AI and Chatbots
• Introduction to Models and Gpt-4
• Introduction to Prompt Engineering
• Basics of Prompt Engineering
• Advanced Prompt Engineering
• Practical Applications and Case Studies
• Prompt Patterns
• Hands on Examples

Data Science

Foundation

• PYTHON Programming
• R Programming

Data Manipulation

• NumPy and PANDAS for Python
• Base R & dplyr for R

Data Visualization

• Matplotlib & Seaborn for Data
• Visualization

Statistical Analysis

• SciPy & Statsmodels for Statistical Analysis
• Git for Version Control

Project Development

• Project structure, Code organization and Documentation - Best Practices
• Comprehensive Project using Python & R Project Deployment
• Deploying to Server
• AWS (Amazon Web Services)

Python Full Stack

Frontend Development

• HTML5
• CSS
• JavaScript
• React Programming

Backend Development

• PYTHON Programming
• FLASK Framework for PYTHON
• RESTful API’s using FLASK

Databases

• SQL vs NOSQL Databases
• MSSQL
• MongoDB
• Data Modelling in NOSQL

Project Development

• Project Structure, Code Organization and Documentation - Best Practices
• Comprehensive Project using FLASK & React

Project Deployment

• Deploying to Server AWS (Amazon Web Services)

Java Full Stack

Java Full Stack

Frontend Development

• HTML5
• CSS
• JavaScript
• React Programming

Backend Development

• JAVA Programming
• SPRING Framework Basics
• RESTful API’s using SPRING Boot

Databases

• SQL vs NOSQL Databases
• MSSQL
• MongoDB
• Data Modelling in NOSQL

Project Development

• Frontend Development - REACT
• Backend - NODE.JS
• Database Integration
• UI/UX Design

Project Deployment

• Deploying to Server AWS (Amazon Web Services)

Mern Stack

Frontend Development

• HTML5
• CSS
• JavaScript
• React Programming

Backend Development

• NODE.JS
• Express.JS
• REST API Development

Databases

• SQL vs NOSQL Databases
• MSSQL
• MongoDB
• Data Modelling in NOSQL

Project Development

• Frontend Development - REACT
• Backend - NODE.JS
• Database Integration
• UI/UX Design

Project Deployment

• Deploying to Server AWS (Amazon Web Services)

Mobile Development Full Stack

Frontend Development

• DART Programming
• The FLUTTER Framework

Backend Development

• NODE.JS
• Express.JS
• REST API Development

Databases

• SQL vs NOSQL Databases
• MSSQL
• MongoDB
• Data Modelling in NOSQL

Project Development

• Frontend Development - FLUTTER & DART
• Backend - NODE.JS
• Database Integration
• UI/UX Design

Project Deployment

• Deploying to Server AWS (Amazon Web Services)

Cyber Security and Ethical Hacking

Introduction to Cyber Security

• Cyber Threat Landscape
• Basics of Information Security
• Common Cyber Attacks
• Legal and Ethical Considerations

Introduction to Cyber Security

• Cyber Threat Landscape
• Basics of Information Security
• Common Cyber Attacks
• Legal and Ethical Considerations

Networking & Operating Systems Security

• Networking Fundamentals
• Network Security Concepts
• Operating Systems Security (Windows and Linux)
• User Authentication and Authorization

Cryptography and Web Application Security

• Basics of Cryptography
• Web Application Architecture
• Common Web Application Vulnerabilities
• Web Application Security Best Practices

Network Security and Ethical Hacking Fundamentals

• Network Security Protocols
• Wireless Network Security
• Introduction to Ethical Hacking
• Reconnaissance and Scanning Techniques

Exploitation Techniques and Post Exploitation

• Exploitation Fundamentals
• Social Engineering Attacks
• Post Exploitation Techniques
• Privilege Escalation

Incident Response and Digital Forensics

• Incident Response Fundamentals
• Digital Forensics Fundamentals
• Network and Disk Forensics
• Incident Handling Procedures

Cyber Security Tools and Defensive Measures

• Introduction to Cyber Security Tools
• Intrusion Detection Systems
• Security Information and Event Management
• Endpoint Security

Security Auditing and Compliance

• Security Auditing Fundamentals
• Compliance Frameworks
• Security Standards and Best Practices
• Security Assessment and Penetration

Security Auditing and Compliance

• Security Auditing Fundamentals
• Compliance Frameworks
• Security Standards and Best Practices
• Security Assessment and Penetration Testing

Emerging Technologies and Career Development

• IoT Security
• Cloud Security
• Artificial Intelligence in Cyber Security
• Resume Building and Interview Skills

Project Development & Deployment

• Hands-on Capstone Project
• Project Presentations

Internet of Things (loT)

Introduction to IoT

• Introduction to IOT and how it works in Real-world
• Real-world IOT applications across various domains and future in IOT
• Careers in IoT (Job Opportunities,Skillsets)
• Activity: Brainstorming on potential IoT projects

Introduction to Hardware Platforms

• Introduction to Arduino & Raspberry Pi
• Explaining Applications in Real World
• Categories, Architectures and Features
• Activity: Familiarization with Arduino/Raspberry Pi boards

Intro to Sensors and Interfacing

• Introduction to Sensors and Actuators
• Sensor Analog/Digitaland Interfacing with NodeMCU
• Understanding Ports and Connections
• Activity: Reading sensor data on NodeMCU using simple code

Programming Languages for IoT

• Introduction to Programming for IoT
• Introduction to Arduino IDE (Integrated Development Environment)
• Basic Programming Concepts (Variables, Data Types, Control Flow)
• Activity: Demonstrating simple programs on IDE

Programming Methodologies for IoT

• Functions, Loops, and Conditional Statements in Programming
• Object-Oriented Programming (OOP) Concepts for IoT Applications
• Libraries and Frameworks for Rapid Development (Brief Introduction)
• Activity: Implementing functions and External Libraries

Networking, APIs, and Cloud Databases

• The Need for Networking in IoT
• Introduction to APIs (Application Programming Interfaces) for Data Exchange
• Cloud Databases for IoT Data Storage and Management
• Activity: Understanding how data is sent to the cloud

Demo Project

• Showcase a project that integrates all concepts covered
• Explain the code flow and functionality of the demo project

Project Development & Deployment

• Divide students into teams and assign project ideas
• Provide guidance and support for project development
• Students work on their projects, implementing sensors, programming logic, and data handling

Blockchain Technology

Introduction to Blockchain

• Introduction to Blockchain Technology
• Scenarios & Challenges Articulated
• Blockchain Characteristics & Opportunities Using Blockchain
• History & Evolution of Blockchain
• Centralized vs Decentralized Applications
• Stages in Blockchain Evolution

Blockchain Ecosystem

• Consortia & Forks
• Public Blockchain Environments
• Type of Players in Blockchain Ecosystem
• Blockchain Technologies & Concepts
• Where to run Blockchain
• Blockchain Technologies in Use

Blockchain Risks and Transactions

• Risk Associated with Blockchain Solutions
• Life Cycle of Blockchain Transaction

Architecting Blockchain Solutions

• Introduction to Solution Architecture
• Obstacles For Use of Blockchain
• Blockchain Relevance Evaluation Framework
• Blockchain Solutions Reference Architecture
• Types of Blockchain Application
• Cryptographic Tokens

Enterprise Blockchain Solutions

• Typical Solution Architecture for Enterprise Use Cases
• Types of Blockchain Solutions
• Architecture Considerations
• Architecture With Blockchain Platforms
• Approach For Designing Blockchain Applications

Practical Sessions and Assessments

• Hands-on & Practical Assignments

Project Development & Deployment

• Divide students into teams and assign project ideas
• Provide guidance and support for project development
• Students work on their projects

Cloud Computing

Introduction to Cloud Computing

• Understanding Cloud Computing Concepts
• Cloud Deployment Models
• Cloud Computing Providers
• Cloud Adoption Considerations

Cloud Infrastructure and Networking

• Cloud Infrastructure Fundamentals
• Networking in the Cloud
• Cloud Storage Solutions
• Scalability and Elasticity
• High Availability and Disaster Recovery

Cloud Services and Management

• Compute Services
• Database Services
• Serverless Computing
• Monitoring and Management Tools

Cloud Security and Compliance

• Cloud Security Fundamentals
• Data Encryption and Key Management
• Security Best Practices
• Cloud Security Services

Cloud Application Development

• Introduction to Cloud-Native Development
• DevOps Practices for Cloud
• Serverless Application Development
• API Development and Management

Cloud Migration

• Overview of Cloud Migration
• Planning and Assessment
• Data Migration Strategies
• Application Migration Techniques

Project Development & Deployment

• Divide students into teams and assign project ideas, provide guidance and support for project development.
• Students work on their projects.

Quantitative Aptitude

• Number Systems
• Percentages
• Profit and Loss
• Ratio Proportions and
• Equations
• Mixtures and Allegations
• Ages
• Partnership
• Averages
• Time and Work
• Pipes and Cisterns

Logical Reasoning

• Directions
• Clocks
• Calendars
• Blood Relations
• Number Series
• Letter Series
• Analogy
• Odd Man
• Out Coding and Decoding
• Ranking
• Element Series
• Seating Arrangement
• Puzzles
• Counting Figures
• Statements and Conclusions
• Completion of Figure Series

Verbal-Ability

• Articles/Nouns/ Adjectives & Prepositions Rules
• Sentence formation, Verbs, & S.V.A Rules
• Adverbs & Adjectives Rules
• Vocabulary & Idioms / Phrases
• Sentence Correction, Error Detection Rules & Approaches to Solve Questions
• Sentence Completion & Para Jumbles & Approaches to Solve Questions
• Reading Comprehension & Critical Reasoning (Speed Reading Techniques & Approaches)

Resume Writing Interview Skills and Soft-Skills

• Resume Writing
• LinkedIn Profile Creation
• Personal Interviews – Strategies and Tips
• Business Communication

Statistics / Data Analysis in SPSS: Inferential Statistics

This course includes: 5 hours on-demand video 15 downloadable resources Access on mobile and TV Certificate of completion

This course includes: 5 hours on-demand video 15 downloadable resources Access on mobile and TV Certificate of completion

This course includes: 5 hours on-demand video 15 downloadable resources Access on mobile and TV Certificate of completion

This course includes: 5 hours on-demand video 15 downloadable resources Access on mobile and TV Certificate of completion

This course includes: 5 hours on-demand video 15 downloadable resources Access on mobile and TV Certificate of completion

This course includes: 5 hours on-demand video 15 downloadable resources Access on mobile and TV Certificate of completion