AI Engineer using Microsoft Azure

An Introduction to Your AI Engineer using Microsoft Azure Nanodegree Program

Welcome! We're so glad you're here. Join us in learning a bit more about what to expect and ways to succeed.

Getting Help

You are starting a challenging but rewarding journey! Take 5 minutes to read how to get help with projects and content.

Introduction to Building Computer Vision Solutions with Azure

In this lesson, you will learn why computer vision is important, among other foundational topics. You will get an overview of what we will cover in this course.

Design Computer Vision Applications

In this lesson, you will learn about the business and technical considerations of computer vision applications and solutions. This lesson provides the fundamentals for you to get started.

Extracting Text from Digital Content

In this lesson, you will apply computer vision technology to extract text from various kinds of digital images & documents using specialized Azure Cognitive Services.

Facial Recognition

In this lesson, you will learn how to apply face detection and facial recognition using various Azure Face APIs. You can easily get started with little to no deep learning knowledge.

Image Classification

The best business use cases of AI are in image classification and object detection solutions, and this lesson gives you a head start on how to implement these with the Azure Custom Vision service.

Object Detection & Spatial Analysis

Solutions Deployment & Monitoring

This lesson provides the operational knowledge on how to deploy and manage your computer vision solutions at Azure to make sure they are running smoothly to produce results.

Automated Passenger Boarding Kiosk

In this project, you will build an automated passenger boarding kiosk. Your objective will be to perform various validation processes and confirm if a given passenger can board the plane or not.

Introduction to NLP and Conversational Solutions with Azure

Welcome to Building NLP and Conversational AI Solutions with Azure. In this lesson you'll learn more about the course, prerequisites, tools, and environment.

Designing NLP and Conversational AI Solutions

In this lesson, you'll learn how to create requirements for NLP and conversational AI solutions and responsible AI principles involved in building these solutions

Building Bots with the Bot Framework

In this lesson, you'll learn about the Microsoft Bot Framework and create bot applications

NLP Cognitive Services

In this lesson, you'll learn about two Azure NLP Cognitive Services, QnA Maker and LUIS, and integrate them into bot applications to recognize user intent.

Text Analytics and Speech Services

This lesson is about Azure Cognitive Text Analytics and Speech Services. You'll learn how to analyze incoming text in a bot application and speech-enable a bot application with bot channels

Dental Office Virtual Assistant

Create a static web app for a dentist’s office with a web app bot service that answers customers’ questions and can schedule appointments.

Introduction to Knowledge Mining with Azure

Welcome to the course! In this lesson, we'll cover the course prerequisites and environment, and introduce Azure Cognitive Search solutions.

Designing an Azure Cognitive Search Solution

In this lesson, you'll learn about defining requirements and designing Cognitive Search solutions

Importing Data into Azure Cognitive Search

In this lesson, you'll import data into Azure Cognitive Search and learn how to configure Indexes, Indexers, and Enrichments.

Enriching Data in Azure Cognitive Search

In this lesson, you'll learn about enriching data and creating skills and skillsets in Azure Cognitive Search

Consuming Azure Cognitive Search in an External Application

In this lesson, you'll learn how to consume Azure Cognitive Search in external applications and monitor the performance of solutions

Build an AI Enriched Corporate Training Catalog

Put all the skills you've learned into practice to build an Azure Cognitive Search solution. In this project, you'll build an AI-enriched corporate training catalog using multiple data sources.

Congratulations!

Congratulations on your graduation from this program! Please join us in celebrating your accomplishments.

Next Steps

Explore the next steps - AI-102 Certification Exam

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