★★★★★

(2,095 ratings) 50,000+ Student

AI-900: MICROSOFT AZURE AI FUNDAMENTALS

The AI-900: Microsoft Azure AI Fundamentals Syllabus provides foundational knowledge of artificial intelligence concepts and Microsoft Azure AI services. It covers essential topics such as machine learning, computer vision, natural language processing, conversational AI, and responsible AI principles. This training explains how AI solutions are developed and deployed using Azure’s cloud-based tools. It is important because understanding AI fundamentals is essential for working with modern intelligent applications and cloud technologies. It is ideal for beginners, students, business professionals, developers, and IT enthusiasts who want to start their journey in artificial intelligence and Azure AI services.

Radical Technologies

50,000+ English 24 hours Weekdays / Weekends Classroom / Online / Corporate

Online / Classroom

IT Training Programme

Duration 24 hours

Batch Type Weekdays / Weekends

Mode of Training Classroom / Online / Corporate

Locations Pune, Bangalore, Kochi

Language English

Certification Globally Recognized

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100% placement assistance

What you'll learn

Understand core concepts and architecture from the ground up

Get hands-on with the tools used by working professionals

Build real-world projects you can add to your portfolio

Learn industry best practices and coding standards

Practice with real datasets and real-world scenarios

Prepare for certification and technical interviews

Work on collaborative, team-based exercises

Apply performance tuning and optimization techniques

Understand how the technology fits into a larger ecosystem

Complete assignments reviewed by mentors

Programme Overview

16 sections covering the complete curriculum — a single, progressive learning arc.

24 hours

Training Duration

Core Modules

131

Total Lessons

4.4★

Average Rating

50K+

Students Trained

Foundations & Core Concepts

Get hands-on with the fundamentals and architecture — the building blocks for everything that follows.

Fundamentals Architecture Setup

Hands-On Practical Training

Work through real exercises and assignments designed to mirror what you will do on the job.

Practicals Assignments Labs

Real-World Projects

Apply what you have learned to end-to-end projects that go straight into your portfolio.

Projects Portfolio Case Studies

Advanced Techniques

Go beyond the basics with advanced concepts, integrations and production-grade practices.

Advanced Integration Best Practices

Ecosystem Integration

Understand how this technology connects with the broader tools and platforms used in the industry.

Ecosystem Tools Platforms

Performance & Interview Prep

Master optimization techniques and prepare for the technical interview questions employers actually ask.

Optimization Interview Prep Certification

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

16 sections • 131 lessons • 24 hours

Jump to Section

Total Duration

24 hours

100% Practical · Unlimited Doubt Sessions

01 🎯 Program Objective

This program is designed to: Build strong foundational understanding of AI concepts

Provide hands-on exposure to Azure AI services

Enable learners to identify AI use cases in business

Prepare candidates for AI-900 certification

👉 Suitable for:

Freshers

Business Analysts

Non-programmers entering AI

Cloud beginners

02 MODULE 1: Introduction to Artificial Intelligence (3–4 Hours)

🔹 Core Topics

Definition and evolution of AI

Types of AI:

Narrow AI vs General AI

AI vs Machine Learning vs Deep Learning

🔹 AI Workloads Explained

Machine Learning

Computer Vision

Natural Language Processing (NLP)

Conversational AI

Generative AI

🔹 Real-World Use Cases

Banking: Fraud detection

Retail: Recommendation engines

Healthcare: Diagnosis systems

IT: Chatbots

🔹 Key Concepts

Data-driven decision making

Pattern recognition

Automation using AI

🧪 Assignment

›👉 Identify 5 AI use cases in your current domain

💼 Scenario

›👉 A company wants to reduce manual support effort using AI chatbot

03 MODULE 2: Introduction to Azure AI Services (3–4 Hours)

🔹 Topics

Overview of Microsoft Azure ecosystem

What is Microsoft Azure

Azure AI services architecture

🔹 Azure AI Services Overview

Azure AI Vision

Azure AI Language

Azure AI Speech

Azure OpenAI

🔹 Concepts

Cloud-based AI vs on-premise AI

API-based AI consumption

🔹 Hands-On

›Azure Portal navigation
›Creating AI resources

🧪 Assignment

›👉 Create Azure account and explore AI services

💼 Scenario

›👉 Company wants to use prebuilt AI APIs instead of building models
›

04 MODULE 3: Machine Learning Fundamentals (4–5 Hours)

🔹 Topics

What is Machine Learning?

Types:

Supervised Learning (Regression, Classification)

Unsupervised Learning (Clustering)

Reinforcement Learning

🔹 Core Concepts

Features & labels

Training vs testing data

Overfitting vs underfitting

Model evaluation metrics

🔹 Azure ML Concepts

Azure Machine Learning workspace

Low-code ML tools

🧪 Assignment

›👉 Identify ML use case (sales prediction / fraud detection)

💼 Scenario

›👉 Predict customer churn using historical data
›

05 MODULE 4: Computer Vision (3–4 Hours)

🔹 Topics

Image classification

Object detection

Face recognition

Optical Character Recognition (OCR)

🔹 Tools

Azure AI Vision

🔹 Use Cases

Invoice scanning

Security surveillance

Medical imaging

🧪 Hands-On

›👉 Upload images and analyze results

💼 Scenario

›👉 Automate document processing using OCR

06 MODULE 5: Natural Language Processing (NLP) (3–4 Hours)

🔹 Topics

Text analytics

Sentiment analysis

Named entity recognition

Language detection

🔹 Concepts

Tokenization

Language models

🔹 Tools

Azure AI Language

🧪 Assignment

›👉 Perform sentiment analysis on reviews

💼 Scenario

›👉 Analyze customer feedback from social media

07 MODULE 6: Speech AI (2–3 Hours)

🔹 Topics

Speech-to-text

Text-to-speech

Speech translation

🔹 Tools

Azure AI Speech

🔹 Use Cases

Voice assistants

Call center automation

🧪 Assignment

›👉 Convert voice input into text

💼 Scenario

›👉 Build voice-based support system
›

08 MODULE 7: Generative AI & Azure OpenAI (2–3 Hours)

🔹 Topics

What is Generative AI

Large Language Models (LLMs)

Prompt engineering basics

🔹 Tools

Azure OpenAI

🔹 Concepts

Prompt design

Responsible usage

🧪 Assignment

›👉 Create prompts for chatbot responses

💼 Scenario

›👉 Build AI assistant for FAQs

09 MODULE 8: Responsible AI (2–3 Hours)

🔹 Topics

Fairness

Reliability & safety

Privacy & security

Transparency & explainability

🔹 Concepts

Bias in AI

Ethical AI practices

🧪 Assignment

›👉 Identify risks in AI system

💼 Scenario

›👉 AI hiring system showing bias

10 🧪 CAPSTONE PROJECTS (IMPORTANT)

🔥 Project 1: AI Chatbot

Use Azure AI / OpenAI

Build simple chatbot

Handle business queries

🔥 Project 2: Image Processing System

Upload images

Detect objects/text

Generate structured output

🔥 Project 3: Customer Feedback Analyzer

Analyze reviews

Sentiment classification

Business insights

11 💼 REAL-TIME JOB SCENARIOS

🔹 Business Scenarios

›Automating customer support
›Predicting sales trends

🔹 Technical Scenarios

›Poor model accuracy
›Data quality issues

🔹 Ethical Scenarios

›AI bias
›Privacy violations

12 🎯 Skills You Gain

AI fundamentals understanding

Azure AI services usage

Business AI use case mapping

Basic prompt engineering

13 🎯 Roles After Training

AI Analyst

Business Analyst with AI

Cloud AI Associate

Pre-Sales Consultant

14 💰 Salary Insight (India)

Fresher: ₹4–8 LPA

With AI + Cloud: ₹8–15 LPA

15 📜 Certification

👉 AI-900 Certification by:

Microsoft

16 🚀 Final Outcome

After completion, learners will:

✔ Understand AI concepts clearly

✔ Use Azure AI services confidently

✔ Identify AI opportunities in business

✔ Be ready for AI-900 certification

Tools & Technologies

Every tool listed here is installed, configured and used in a hands-on lab session.

Core Tools

Hands-On Labs

Practical Environment

Industry-Standard Tools

Real-World Setup

Guided Exercises

Skill Building

Sample Datasets

Practice Material

Practice & Projects

Mini Projects

Applied Practice

Assignments

Mentor Reviewed

Doubt Sessions

Live Support

Career Readiness

Resume Building

Career Support

Mock Interviews

Interview Prep

Certification Prep

Global Recognition

Deployment & Delivery

Production Practices

Real-World Ready

Best Practices

Industry Standards

131+

Hands-On Lessons

Core Modules

24 hours

Training Duration

100%

Practical Training

You don't just learn AI-900: MICROSOFT AZURE AI FUNDAMENTALS. You ship it.

Three major projects, each mirroring how production teams actually work — from guided foundations to a portfolio-ready capstone.

PROJECT // 01

Guided Foundation Project

→Requirement Analysis

→Guided Implementation

→Mentor Review

→Iteration

Foundation Beginner

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.

Structured project brief

Step-by-step implementation

Mentor feedback and review

Documented outcome

Stack Core Concepts Best Practices

PROJECT // 02

Applied Practice Project

→Scenario Design

→Independent Build

→Testing & Validation

→Peer Review

Applied Intermediate

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.

End-to-end implementation

Testing and validation

Documentation

Peer/mentor review

Stack Applied Skills Testing

PROJECT // 03

Capstone Project

→Planning

→End-to-End Build

→Review & Refinement

→Presentation

Capstone Advanced

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.

Complete working solution

Presentation-ready documentation

Mentor sign-off

Portfolio-ready deliverable

Stack Full Curriculum Portfolio

All 3 projects go directly into your portfolio & resume — reviewed by mentors before you graduate.

See Sample Project Reports

Upcoming Batches

No upcoming batches scheduled right now. Enquire to get notified.

Why Radical Technologies

Live Online Training

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

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Live Classroom Training

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

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Self-Paced Training

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

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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.