Global Azure Bootcamp Pune 2023 - Lead the AI era with Microsoft Azure.pdf

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#GlobalAzure Pune Tech Community
Global Azure, Pune 2023
BY THE COMMUNITY | FOR THE COMMUNITY
Keynote: Lead AI with Microsoft
Azure
Amanda and Aroh

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Aroh.Shukla@gmail.com
https://www.linkedin.com/in/arohs
hukla/
Aaroh_bits
Senior Cloud Solution Architect, Ex-MVP
BizApps & Data Platform
Speakers
Amanda – Passionate about AI Innovation,
Low Code and Digital Transformation
Aroh - Senior Cloud Solution Architect Low
Code, Ex-MVP BizApps & Data Platform
Aroh Shukla

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Agenda
• OpenAI Intro
• Intro to Microsoft + OpenAI Partnership
• Use Cases
• GPT-3.5, ChatGPT and GPT-4

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Agenda
• Demos
• How to get access to Azure OpenAI
• https://aka.ms/oai/access
• Azure Open AI Playground
• Email Automation with Azure OpenAI
• AI Builder Azure OpenAI
• Thank you & Next Steps

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OpenAI Intro

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Brief history of
AI
Artificial Intelligence
1956
Artificial Intelligence
The field of computer science that seeks to create
intelligent machines that can replicate or exceed
human intelligence
Machine Learning
1997
Machine Learning
Subset of AI that enables machines to learn from
existing data and improve upon that data to make
decisions or predictions
Deep Learning
2017
Deep Learning
A machine learning technique in which layers of neural
networks are used to process data and make decisions
Generative AI
2021 Create new written, visual, and auditory content given
prompts or existing data

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Ensure that artificial
general intelligence (AGI)
benefits humanity
Empower every person and
organization on the planet
to achieve more
Microsoft and OpenAI partnership
GPT-3.5 and GPT-4
Text
ChatGPT
Conversation
Codex
Code
DALL·E 2
Images

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ML Platform
Customizable AI Models
Cognitive Services
Scenario-Based Services
Applied AI Services
Application Platform
AI Builder
Applications
Azure AI
Partner Solutions
Power BI Power Apps Power Automate Power Virtual Agents
Azure Machine Learning
Vision Speech Language Decision
Azure OpenAI
Service
Immersive Reader
Form Recognizer
Bot Service Video Indexer Metrics Advisor
Cognitive Search
Developers &
Data Scientists
Business
Users

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• Should be first choice for
most use cases
• Most economical GPT
model in Azure OpenAI
Service
• For all workloads, not just
Chat
• Improved problem solving and
reasoning capabilities
• Iterative refinement:
• Paste in code errors &
GPT-4 will fix for you
• Iterate on stories
• Increased token limit - works
well for long content
• Available in Western Europe
• Use-case specific models to
optimize inference time and
performance
• Suitable for a large range of
use cases

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OpenAI Use Cases

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Comments from code
Code refactoring
Creative Ideation
Image Generation
Virtual Assistants
Subject Research
Essay outlines
Poem creation
Azure OpenAI Service
Capabilities
Language Translation
Summarizing text
Extracting insights
Classifying text Answering questions
Dialog agents
Semantic search
Writing assistance
Code generation

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Power BI
Web
Application
Cosmos
DB
PDF OCR
pipeline
Azure Cognitive
Search
Azure OpenAI
Service
Azure Form
Recognizer
Documents
Extract rich insights from documents and summarizing them
Document Process Automation

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AI-Powered Q&A over
Enterprise Data Sources
Section 1
Section 2
Section 3
Section 4
User
Application
?
N-Relevant
Sections
Response:
Summarization,
Q&A, references,
etc.
Azure Cognitive
Search
Prompt
Search query / questions
(incl. filters, facets, scoring profiles, etc.)
Search Index
Document Chunking
Function
Azure Form Recognizer
Layout Model
Document Library
Azure
OpenAI
Service

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Email Automation
Email from users
Complements / Complaints
Discounts / Investigation
Central Mailbox
OpenAI +Sentiment
Data into Email list

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Demo
Demos

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Next steps
1General guidance is to start with Davinci and then go down to see if a less sophisticated model can repeat the same results
Identify applicable use cases in
your business
Apply for Azure OpenAI access at
https://aka.ms/oai/access
Learning resources
ChatGPT Masterclass - Build
Solutions and Apps with ChatGPT
| Udemy

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Thank You!
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Pune Tech
Community

Global Azure Bootcamp Pune 2023 - Lead the AI era with Microsoft Azure.pdf

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