Index design and skillsets - SkilBrill

Skip to content

Home
Courses
About
Contact
Blog
- Freshers

Search for:

Home - Lessons - Microsoft Azure AI Engineer Associate Training - M7 — RAG with Azure Cognitive Search - Index design and skillsets

Microsoft Azure AI Engineer Associate Training Index design and skillsets

Microsoft Azure AI Engineer Associate Training

0% Completed

M1 — Azure AI Fundamentals and AI-102 Scope

AI-102 skills measured

Azure AI Foundry and AI Studio

Identity and access for AI services

Responsible AI principles

M2 — Python and REST for AI Workloads

Python SDK patterns

Auth with keys and Microsoft Entra ID

Observability basics

M3 — Azure Cognitive Services – Vision

Image Analysis and Custom Vision

Form Recognizer / Document Intelligence

Face service overview

Vision Studio walkthrough

M4 — Speech and Language Services

Speech-to-text and text-to-speech

Translator and Language service

CLU (Conversational Language Understanding)

Question answering

M5 — Decision Services and Anomaly Detection

Anomaly Detector

Content Moderator

Metrics Advisor

M6 — Azure OpenAI Service

Model selection and quotas

Prompt engineering patterns

Function calling and tools

Safety and content filters

M7 — RAG with Azure Cognitive Search

Index design and skillsets

Vector search and hybrid retrieval

Prompt Flow orchestration

Grounding and citations

M8 — Azure Machine Learning

Workspaces and compute

Designer vs SDK

AutoML and pipelines

Endpoints and online inference

M9 — MLOps and Monitoring

Model registry and versioning

Data drift detection

A/B testing online endpoints

Application Insights integration

M10 — Bot Framework and Conversational AI

Bot Framework SDK

Adaptive dialogs and language generation

Bot analytics and telemetry

Handover to live agents

M11 — Security, Cost and Responsible AI

Virtual network integration

Customer-managed keys

Cost optimisation patterns

Bias, drift and content safety

M12 — Capstone and AI-102 Mocks

End-to-end GenAI application

Evaluation and monitoring

AI-102 mapped mocks

Announcements Course Info

Global Trusted Software Training Partner Since 2022

SkilBrill Training Institute delivers industry-focused technology education that bridges the gap between academic learning and real-world demands. Our structured programs combine foundational theory with practical application, ensuring every graduate is confident and job-ready from day one.

Learn More About Us

© 2026 SkilBrill Training Institute. All Rights Reserved. Privacy Policy Terms Refunds Outcomes

📞 Enroll Now

Start Your Journey

Fill in your details and our team will get back to you within 24 hours

Please enable JavaScript in your browser to complete this form.

Full Name *

Email *

Course Interested In *

Mode of Course *