AI FULLSTACK
The AI Full Stack Training Syllabus is a comprehensive, job-focused program that covers the complete lifecycle of building intelligent applications, combining AI, data engineering, MLOps, and full-stack development. It explains how to design, develop, deploy, and manage AI-powered solutions using real-world projects and enterprise scenarios. This training is important because modern businesses require professionals who can work across both development and AI domains to build scalable, data-driven applications. It is ideal for developers, data engineers, AI enthusiasts, and IT professionals who want to build end-to-end expertise in advanced, industry-ready technologies.
AI FULLSTACK
IT Training Programme
100% placement assistance
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What you'll learn
Programme Overview
17 sections covering the complete curriculum — a single, progressive learning arc.
Foundations & Core Concepts
Get hands-on with the fundamentals and architecture — the building blocks for everything that follows.
Hands-On Practical Training
Work through real exercises and assignments designed to mirror what you will do on the job.
Real-World Projects
Apply what you have learned to end-to-end projects that go straight into your portfolio.
Advanced Techniques
Go beyond the basics with advanced concepts, integrations and production-grade practices.
Ecosystem Integration
Understand how this technology connects with the broader tools and platforms used in the industry.
Performance & Interview Prep
Master optimization techniques and prepare for the technical interview questions employers actually ask.
Who is this programme for?
Whether you're already writing code, working with data, or supporting applications today — this programme is built to take you into a AI role.
Software Developers
Engineers who want to add this skill set to their toolkit
Analysts & Consultants
Professionals moving into a more technical, hands-on role
IT Professionals
System admins and support engineers upskilling into a new domain
Fresh Graduates
CS/IT graduates aiming for a job-ready technical role
Course Curriculum
17 sections • 172 lessons • 80 hours
Jump to Section
Total Duration
80 hours
100% Practical · Unlimited Doubt Sessions
01 Module 1 – Programming Foundations with Python
Topics
Labs
Assignments
- ›Develop a server log analyzer
- ›Create a system resource monitoring script
Job-Oriented Scenario
- ›Automate Linux server monitoring using Python scripts.
02 Module 2 – Data Structures & Algorithms for AI
Topics
Assignment
- ›Build a task scheduler using queue data structure
Enterprise Case Study
03 Module 3 – Data Analysis & Visualization
Tools
Topics
Labs
Assignment
- ›Perform retail sales data analysis
Case Study
04 Module 4 – Statistics & Mathematics for AI
Topics
Assignment
- ›Build a fraud detection statistical model
05 Module 5 – Machine Learning Fundamentals
Tools
Topics
Labs
Assignment
- ›Predict employee attrition using ML model.
- ›
06 Module 6 – Deep Learning
Tools
Topics
Labs
Assignment
- ›Build an AI model to detect product defects in manufacturing images
07 Module 7 – Natural Language Processing (NLP)
Topics
Labs
Assignment
- ›Build an AI resume screening tool
08 Module 8 – Generative AI & LLM Applications
Topics
Tools
Labs
Assignment
- ›Build a company policy AI assistant
Enterprise Case Study
09 Module 9 – Backend Development for AI Applications
Tools
Topics
Labs
Assignment
- ›Create an AI fraud detection API
10 Module 10 – Frontend Development for AI Applications
Tools
Topics
Labs
Assignment
- ›Build AI-powered analytics dashboard
11 Module 11 – Databases for AI Systems
Tools
Topics
Assignment
- ›Store ML predictions and analytics data
12 Module 12 – MLOps & AI Deployment
Tools
Topics
Labs
Enterprise Case Study
13 Module 13 – Cloud AI Deployment
Platforms
Topics
Assignment
- ›Deploy AI chatbot on cloud infrastructure.
14 Module 14 – Security & Responsible AI
Topics
Case Study
15 Capstone Projects (Enterprise Level)
Project 1 – AI Customer Support Chatbot
Project 2 – AI Fraud Detection System
Project 3 – AI Resume Screening System
Project 4 – AI Document Intelligence System
16 Job-Oriented Scenarios
17 Final Outcome – Job Roles
Tools & Technologies
Every tool listed here is installed, configured and used in a hands-on lab session.
Hands-On Labs
Practical Environment
Industry-Standard Tools
Real-World Setup
Guided Exercises
Skill Building
Sample Datasets
Practice Material
Mini Projects
Applied Practice
Assignments
Mentor Reviewed
Doubt Sessions
Live Support
Resume Building
Career Support
Mock Interviews
Interview Prep
Certification Prep
Global Recognition
Production Practices
Real-World Ready
Best Practices
Industry Standards
You don't just learn AI FULLSTACK. You ship it.
Three major projects, each mirroring how production teams actually work — from guided foundations to a portfolio-ready capstone.
Guided Foundation Project
→Requirement Analysis
→Guided Implementation
→Mentor Review
→Iteration
Apply the fundamentals in a structured, mentor-reviewed project
Take the core concepts from the first half of the curriculum and apply them to a realistic scenario, with guidance and feedback from your mentor at every step.
Applied Practice Project
→Scenario Design
→Independent Build
→Testing & Validation
→Peer Review
Build a more independent project mirroring real production scenarios
Work through a project that combines multiple concepts from the curriculum, closer to how work is actually structured on the job — less hand-holding, more ownership.
Capstone Project
→Planning
→End-to-End Build
→Review & Refinement
→Presentation
Take a project from requirements to a polished, portfolio-ready deliverable
Your final project — plan, build, test and present a complete solution using everything covered in the curriculum, reviewed by mentors before you graduate.
All 3 projects go directly into your portfolio & resume — reviewed by mentors before you graduate.
See Sample Project ReportsUpcoming Batches
Why Radical Technologies
- Highly practical oriented training
- Installation support on your system
- 24/7 Email and Phone support
- 100% Placement Assistance
- Global Certification Preparation
- Trainer-Student Interactive Portal
- Assignments and Projects by Mentors
- Weekend / Weekdays / Morning / Evening batches
- 80:20 Practical and Theory ratio
- Real-life Case Studies
- Easy make-up for missed sessions
- PSI | Kryterion | Redhat Test Centers
- Lifetime Video Classroom Access (coming soon)
- Resume Prep and Mock Interviews
- Learn 300+ courses at your own time
- 50,000+ Satisfied Learners
- Course Completion Certificate
- Practical Labs available
- Mentor Support available
- Doubt Clearing Session available
- 10% Discounted Global Certification
Like the Curriculum? Let's Get Started
Join 50,000+ students already enrolled at Radical Technologies
Global Certification
Radical Technologies is the leading IT certification institute in Pune, offering globally recognized certifications across various domains. With expert trainers and comprehensive materials, we ensure students gain in-depth knowledge and hands-on experience to excel in their careers. Our certification programs are tailored to meet industry standards — from cloud technologies to data science — empowering individuals to stay ahead in the ever-evolving tech landscape.
Career Services
At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalised resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career.
Career Support
Join our Brush-up Session & get support until you find a job!
Get StartedRadical Learning Eco-System
Exam Simulator
Cloud SandBox
Hands-on Cloud Lab
Developer Coding Ground
Student Reviews
Course Rating
The Revit MEP Course in Bengaluru at Radical Technologies was well-structured and highly practical. The hands-on approach helped me gain real-world skills.
Enrolling in the Revit MEP Certification in Bengaluru at Radical Technologies was a game-changer for my career. The instructors are experienced and approachable.
I took the Revit MEP Online Classes in Bengaluru, and the learning experience was seamless. The live sessions and recorded content made it easy to revisit concepts.
Radical Technologies is undoubtedly the best Revit MEP Institute in Bengaluru. Their training methodology is unmatched, and they provide excellent placement support.
The Revit MEP Online Course in Bengaluru offered by Radical Technologies allowed me to learn at my own pace without compromising quality.
If you're looking for Revit MEP Classes in Bengaluru, Radical Technologies is the right choice. Their detailed curriculum and project-based training are very effective.
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I joined the Revit MEP Online Training in Bengaluru, and it was worth every penny. The trainers clarified all my doubts and provided excellent resources.
Radical Technologies offers the best Revit MEP Training in Bengaluru. Their real-time project work gave me the confidence to handle complex designs.
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Radical Technologies’ Revit MEP Online Course in Bengaluru is perfect for working professionals. The flexible schedule allowed me to balance work and study.
The Revit MEP Classes in Bengaluru at Radical Technologies are highly interactive. The trainers are supportive and knowledgeable.
I had a great learning experience with the Revit MEP Online Classes in Bengaluru. The trainers ensured we understood the concepts thoroughly.
Radical Technologies is the best Revit MEP Institute in Bengaluru for anyone looking to start a career in building design and modeling.
The Revit MEP Corporate Training in Bengaluru delivered by Radical Technologies exceeded our expectations. The team became much more efficient in using BIM tools.
I joined the Revit MEP Online Training in Bengaluru to upgrade my skills, and it was an excellent decision. The trainers were very patient and knowledgeable.
Thanks to the Revit MEP Course in Bengaluru at Radical Technologies, I was able to complete a live project confidently during my training period.
The Revit MEP Certification in Bengaluru from Radical Technologies opened new career opportunities for me. The placement support was very helpful.
I opted for the Revit MEP Online Course in Bengaluru, and I loved the flexibility it offered. The content delivery was smooth and detailed.
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I took the Revit MEP Online Classes in Bengaluru, and the experience was amazing. The trainers are industry professionals who share real-world insights.
AI FULLSTACK Interview Questions
10 questions commonly asked in AI FULLSTACK interviews.
- 01 What are the primary benefits of using Revit MEP in Building Information Modeling (BIM) compared to traditional CAD tools?
- 02 Can you explain the workflow for designing an HVAC system in Revit MEP, including load calculations and duct placement?
- 03 How do you perform clash detection in Revit MEP, and what steps do you take to resolve detected conflicts?
- 04 Describe the process of creating custom parametric components (families) in Revit MEP and provide an example of their practical use.
- 05 What tools in Revit MEP are used for energy analysis, and how can they help in designing sustainable building systems?
- 06 How do you manage collaboration between mechanical, electrical, and plumbing teams within a Revit MEP project?
- 07 What are the best practices for optimizing Revit MEP models to ensure smooth performance, especially in large-scale projects?
- 08 How would you use Revit MEP to design and analyze fire protection systems, including sprinkler layouts and pipe routing?
- 09 What steps would you take to ensure compliance with local building codes and standards when designing electrical systems in Revit MEP?
- 10 Can you explain how schedules and material takeoffs are generated in Revit MEP and their significance in project documentation?
AI Full Stack Course Certification with Training In Pune
Radical Technologies is the leading institute in Bengaluru for comprehensive Revit MEP Training, offering industry-focused courses to help students and professionals excel in the field of Building Information Modeling (BIM). With a proven track record of delivering top-notch training, we are committed to providing unparalleled learning experiences through expert-led sessions and hands-on projects.
Our Revit MEP Course in Bengaluru is designed to equip learners with practical skills and in-depth knowledge of mechanical, electrical, and plumbing systems. We take pride in being the preferred choice for individuals seeking to advance their careers through our Revit MEP Certification in Bengaluru and placement-focused training programs.
Experienced Trainers: Our instructors are industry experts with years of hands-on experience in Revit MEP and BIM projects.
Real-World Projects: We emphasize project-based learning, ensuring our students gain practical expertise.
Placement Support: Our dedicated placement team connects you with top companies, helping you kickstart or advance your career.
Flexible Learning Options: Whether you prefer classroom sessions or online learning, we have options tailored to your needs.
At Radical Technologies, we are more than just a Revit MEP Institute in Bengaluru; we are your partners in professional growth. Join us today and take the first step towards mastering Revit MEP and excelling in the competitive AEC (Architecture, Engineering, and Construction) industry.
For more information on our Revit MEP Training in Bengaluru, contact us today!
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AI FULLSTACK
IT Training Programme
100% placement assistance