AI Architecture
Cloud-Agnostic AI Architecture Course Syllabus, designed to equip learners with the skills needed to build, deploy, and manage AI solutions across multiple cloud platforms(e.g., AWS, Azure, GCP) without being locked into a single provider. This course emphasizes vendor-neutral best practices, open-source tools, and interoperability.
AI Architecture
IT Training Programme
100% placement assistance
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What you'll learn
Programme Overview
8 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
8 sections • 33 lessons • 40 hours
Jump to Section
Total Duration
40 hours
100% Practical · Unlimited Doubt Sessions
01 Module 1: Foundations of AI and Cloud-Agnostic Principles (3 Hours)
02 Module 2: AI System Design & Component Architecture (5 Hours)
03 Module 3: Cloud-Agnostic Tools & Platforms (6 Hours)
04 Module 4: Data Management and Storage Strategies (4 Hours)
05 Module 5: AI Model Training & Tuning in a Cloud-Agnostic Way (6 Hours)
06 Module 6: Cross-Cloud Model Deployment & Monitoring (5 Hours)
07 Module 7: Security, Governance, and Cost Optimization (4 Hours)
08 Module 8: Capstone Project (7 Hours)
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 Architecture. 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
I have completed DevOps course from Radical Technologies. Overall training was very good. Our trainer Aamir has nicely explained DevOps concepts and tools used in IT industry with real time examples. He has provided all necessary study materials for better understanding.
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He was able to resolve our queries effectively. I really liked
the hands-on examples covered during this course. His sessions …
Attended DevOps training led by Aamir sir. Great learning experience.....cleared basics and moved well on to advanced concepts of the topics covered along with hands on practice. Would recommend my colleagues interested in doing DevOps to join Aamir sir's class at Radical, Pune
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Course : Devops , Trainer : Amir S It's been a great learning experience in Radical technology , He covered all required tools that necessary in Devops ,The Trainer is having excellent Training …
Course -DEVOPS . I habe Attended Amir Sheikhs session on DEVOPS and it was delivered professionaly and with high quality . . We have given training on industry based requirement and coverd almost all the tools whihch are currently used by Industries .
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I am currently perusing the DevOps course in radical. It is very helpful for the people who are looking toward the growth in devops. Also I ll recommend Mr. Aamir Shaikh he is very good trainer his teaching is on point ,encouraging and he wont give you the solutions but will show you the way to get solution :).
I attended DevOps from Radical Technologies.The DevOps training of Aamir Sir is excellent,he will explain explain everything and will train till Terraform in real time manner and you don't face much difficulty on doing these things in companies.
I attended the Devops training by Amir. He has an good insight of the subject and has focused totally on the core technical part using hands. He has created the program in very innovative manner which helps to cover all the devops …
Hey! I attended the Devops training by Amir. He has an good insight of the subject and has focused totally on the core technical part using hands. He has created the program in very innovative manner which helps to cover all the devops …
I completed the course of DevOps by Anoop Gawande Sir in Radical technologies. His vast experience in DevOps and guidance in hands-on from day 1, can make anyone rise up till the level where one can start implementing DevOps immediately after the course completion.
I enrolled for DevOps by Ganesh Palnitkar sir.....towards the end nobody understood the topics such as -Puppet,Chef, Docker, Kubernetes...which are some of major DevOps topics. …
I enrolled for Devops course. My course mentor was Mr. Aamir shaikh.He is experienced and has very good knowledge. He made each and every concept look so easy and informative, explained with real-world examples. I liked theory followed by …
I found Radical technologies as a good training institute. I recently Completed Devops training. My trainer is Amir sir. He is very well experienced and had good presentation skills. I am quite satisfied with my course. All the examples/demos/queries.
I found Radical technologies as a good training institute. I recently Completed Devops training. Trainer is Aamir sir. He is very well experienced and had good teaching skills. He teaches all the required tools with practical and theory with small-small points of every tools, thanks Aamir sir for the support.
I found Radical technologies as a good training institute. I recently Completed Devops training. Trainer is Tabish Ahmed sir. He is very well experienced and had good teaching skills. He teaches all the required tools with practical and theory with small-small points of every tools, thanks radical technology for everything.,😊 …
I found Radical Technology as a good training institute. I recently completed Devops training. My trainer is Aamir sir. He is very well experience and good teacher. Thank you so mush Aamir sir and Radical Technology for making this course to all students.
I had good experience by joining Amir Sirs DEVOPS Batch. He is excellent Trainer with knowledge of DEVOPS technology. I am happy with kind of knowledge I had gain by joining this course
I had good experience in the Radical Devops Batch with Aamir Sir. The guidance helped smoothen career moves. However the support/reception staff was very unprofessional and rude at times.
Al Architecture Course Certification with Training in Pune
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AI Architecture
IT Training Programme
100% placement assistance