Azure Cognitive Services Bootcamp – Build a Comprehensive AI Solution that uses many independent cognitive services and package them together as a AI Solution offering
In this course, you will create an enterprise search solution by applying right cognitive service in the right use case and integrate the output from various cognitive services together. You will use Microsoft Azure AI technology to generate deep insights from Images, Implement Facial Authentication and understand how to build LUIS Based Bot.
This course is 3 days long session with Theory session, Demos, Demo Code Walk throughs and very intensive Hands on Labs.
At the end of this training you will have learned:
- What are the various Important Azure Cognitive Services
- How to implement right Cognitive Service for the Right Use Case
- Why Azure Based AI Technology is useful for any company
- When to use this solution for demos, POCs and other business scenarios
In this course we will cover these key concepts:
- Azure Computer Vision
- Azure Custom Vision
- Azure Speech Services
- Azure Decision Services
- Azure Search Services
- Azure Language Services
- Azure Chat Bots
- Building an enterprise level application use case scenarios using all these above
Primary Audience: Azure AI Developers, Solution Architects. Secondary Audience: Any professional interested in learning AI.
This content is designed as an intermediate to advanced level course for AI developers and/or architects.
This course, in its full form, is designed to be taught in-person but you can also use the materials in a self-paced fashion. There are assignments and multiple reference links throughout the materials that support the concepts and skills you will learn.
Full Course classroom training: 32 hours.
Contoso is a Global Logistics Solution Providing Company and is one of the Market Leaders providing logistics solutions to manufacturers of cars, pick-up trucks and heavy equipment. As one of its very niche offerings, this company also delivers a specialised processing service called – Vehicle Pre-Delivery Inspection
As per of this Services Offering, Contoso sends its specialised field force to customer’s warehouse or delivery centres who performs a thorough inspection of vehicles before they ship it for delivery. Contoso also signs up contractual agreements with all of its customers for this special offering but with heavy penalty clauses. Contoso has to pay a heavy price for any defective vehicle that is passing through PDI check.
Contoso hired Azure Consultants to solve some of its biggest problems in terms of adapting to new technology tools and productivity issues.
- Verification of Contractual Documents for Penalty Clauses
- PDI Engineers Check in / Check out at Inspection Centres
- PDI Processing with image evidences
- Daily Work Tracking of PDI Engineers by PDI Managers
Solutions Proposed: -
- Facial Authentication based Check in / Check out of PDI Engineers
- Extraction of Key Clauses from Contracts so that Legal officers need not go through all the lines of all pages of contractual documents
- Automation of “Quality Control” of PDI process
- Chat bot-based reporting of work and approval of work
Challenge 0 – Infrastructure Setup and Verification
Challenge 1 – Image Validation using Azure Computer Vision
Challenge 2 – Gesture Management using Azure Custom Vision
Challenge 3 – Gesture Management using Azure Custom Vision
Challenge 4 – Quality Control of PDI Verification using Custom Vision Models
Challenge 5 – Automatic Extraction of Key Phrases using Azure OCR and LUIS
Challenge 6 – Integration of NLP based Chat bot for Task Management
Post the session if you are interested in taking up Microsoft Certifications, they following are most appropriate for this session
- Azure AI Engineer
- AI-100: Designing and Implementing an Azure AI Solution
- Azure Data Scientist
- DP-100: Designing and Implementing a Data Science Solution on Azure
Click here to learn how Microsoft Cognitive Services handle your data.