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Carol Scott - Fast Track Your AI Journey.pdf

Slides from Artificial Intelligence Innovation Summit hosted by Gerald "Solutionman" Haman

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Fast-Track Your AI Journey & Ride the Wave:
Trends, Leadership, and Rapid Learning
Linked In
For informational purposes only.
The new competitive
battleground is Innovation
and Data driven digital
transformation.
AI accelerates an enterprise
and a leader at a global level.
The opportunity is YOURS to
lead the AI Transformation.
For informational purposes only.
AI Leadership Framework:
Industry Alignment & User Empowerment
Industry
customization
Unmatched
partner ecosystem
Trusted, global
security commitment
Business model
alignment
Customer ownership
and control of data
For informational purposes only.
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 Generative AI
Create new written, visual, and auditory content
given prompts or existing data.
For informational purposes only.
Open AI & Microsoft
Ensure that artificial
general intelligence (AGI)
benefits humanity.
Empower every person and
organization on the planet
to achieve more
GPT-3
Generate and Understand Text
Codex
Generate and Understand Code
DALL·E
Generate images from text prompts
ChatGPT
Generate conversational responses
For informational purposes only.
Human-like Responses Trained on large data
Contextual Awareness
What is ChatGPT?
GPT-3 vs ChatGPT : Know the difference
GPT-3: Make smarter apps ChatGPT: Get more productive
An AI model accessible through an API for on-demand
intelligence
A GPT-3 model used to build Chatbots you can interact with
and ask to perform tasks
Can be used for:
Implementing semantic text understanding
Internal Information search & extraction
Building copilot-like applications
Can be used for a lot more including what ChatGPT can do
Ideation for content creation
General question answering
Assistance in code generation and
conversation
ChatGPT
For informational purposes only.

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Carol Scott - Fast Track Your AI Journey.pdf

  • 1. Fast-Track Your AI Journey & Ride the Wave: Trends, Leadership, and Rapid Learning Linked In For informational purposes only.
  • 2. The new competitive battleground is Innovation and Data driven digital transformation. AI accelerates an enterprise and a leader at a global level. The opportunity is YOURS to lead the AI Transformation. For informational purposes only.
  • 3. AI Leadership Framework: Industry Alignment & User Empowerment Industry customization Unmatched partner ecosystem Trusted, global security commitment Business model alignment Customer ownership and control of data For informational purposes only.
  • 4. 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 Generative AI Create new written, visual, and auditory content given prompts or existing data. For informational purposes only.
  • 5. Open AI & Microsoft Ensure that artificial general intelligence (AGI) benefits humanity. Empower every person and organization on the planet to achieve more GPT-3 Generate and Understand Text Codex Generate and Understand Code DALL·E Generate images from text prompts ChatGPT Generate conversational responses For informational purposes only.
  • 6. Human-like Responses Trained on large data Contextual Awareness What is ChatGPT? GPT-3 vs ChatGPT : Know the difference GPT-3: Make smarter apps ChatGPT: Get more productive An AI model accessible through an API for on-demand intelligence A GPT-3 model used to build Chatbots you can interact with and ask to perform tasks Can be used for: Implementing semantic text understanding Internal Information search & extraction Building copilot-like applications Can be used for a lot more including what ChatGPT can do Ideation for content creation General question answering Assistance in code generation and conversation ChatGPT For informational purposes only.
  • 7. Classified as Microsoft Confidential Microsoft Cloud Runs on trust Your data is your data Your data is protected by the most comprehensive enterprise compliance and security controls Your data from any fine-tuning is not used to train the foundational AI models Privacy & Security Inclusiveness Accountability Fairness Reliability & Safety Transparency Microsoft’s Responsible AI Principles For informational purposes only.
  • 8. Industry examples and uses for GPT-3 across the value chain: Opportunity to transform your manufacturing, operations, customer service, HR and more Customer Service GPT-3 is used to automate response to customer inquiries Reporting Generate reports with GPT-3, making it easier for companies to get the most up-to-date information Knowledge & Information GPT-3 helps organizations track knowledge and information, making it easier for employees to find and use information they need Content Generation GPT-3 automatically generates content on various topics Sentiment Analysis GPT-3 analyzes the sentiment of text data to understand customer sentiment and make better decisions Natural Language Processing GPT-3 processes and understand natural language data, making it easier to extract information from text data Machine Translation GPT-3 automatically translates text from one language to another Predictive Modeling GPT-3 builds predictive models that can be used to make better decisions about the future. Analytics GPT-3 can extract insights from data that facilitate informed decision making about their business Security GPT-3 can protect data and prevent unauthorized access For informational purposes only.
  • 9. Azure OpenAI | Sample Use Cases Example: Extract information from text and summarize it Azure OpenAI Instruction Output Customer conversation For informational purposes only.
  • 10. Analyze customer feedback (One-Shot) Customer review: The red mountain bike I recently purchased is an excellent choice for anyone who wants a reliable, high- quality bike for off-road adventures. The bike is built with sturdy materials and the red color gives it a bold and stylish look. The bike also has many great features that make it a joy to ride. One of my favorite things about this bike is how customizable it is. The seat can be easily adjusted to fit different heights, and the handlebars can be adjusted for a comfortable riding position. The bike also has multiple gears, allowing you to adjust the resistance and speed as needed. Analyze the customer review and provide feedback and sentiment Feedback: Overall, the customer feedback is positive and indicates satisfaction with the red mountain bike purchased. The customer highlights the bike's reliability and high-quality construction, as well as its stylish appearance. The customer also praises the bike's many features that make it enjoyable to ride, including its customization options and multiple gears. For informational purposes only.
  • 11. Customizing Azure OpenAI GPT-3.5 ChatGPT (preview) GPT-4 (preview) Azure OpenAI Service Your Data Your Prompts Your Differentiation Internal Knowledge Bases Structured / Unstructured Sources Operational and Transactional Data “You’re a friendly, informative support agent” “Only provide answers from the data provided” “If you can’t find the answer, respond with …” For informational purposes only.
  • 12. Free Access to Unlimited Ideas Chat GPT: https://chat.openai.com (must login w/ Microsoft, Google, Apple account or set up an account) Bing Bing Chat (Chat GPT4 and current internet links: Image Creator from Microsoft Bing (launch from Bing.com) Microsoft Designer - Stunning designs in a flash For informational purposes only.
  • 13. Prompt Engineering: Just do it! Prompt engineering is the art of writing questions or directions for a computer program, called a language model, to give you the answers or information you need. It's like asking a librarian for a book, but instead of a person, you're asking a computer. The better the question or direction you give the computer, the better the answer or information you will receive. Here are some examples of prompt engineering for different types of outputs: Summarization: "Please summarize the main points of this article on [topic]." Report generation: "Create a report on the current state of [industry/market/field]." Conversation simulation: "Carry on a conversation with me about [topic]." Information retrieval: "What are the top 10 [facts/statistics/results] about [topic]?" Creative writing: "Write a short story about [topic/theme].“ "Write a persuasive email to our team on the importance of [topic]." "Generate talking points for a meeting with [stakeholder/partner]." "Create a concise status update on [project/initiative]." "Develop a script for a company announcement on [news/update]." "Create a list of frequently asked questions and answers about [product/service]." These prompts can empower a leader to quickly generate well-written, professional communications that are tailored to the needs of their audience. For informational purposes only.
  • 15. Microsoft 365 Copilot Microsoft Graph - Your Data - Large Language Models Microsoft 365 Apps Natural Language For informational purposes only.
  • 16. Embedded across Microsoft 365 apps Microsoft 365 Copilot For informational purposes only.
  • 17. Access to your business content and context Microsoft 365 Copilot For informational purposes only.
  • 18. 1. Lead by Example – Use what you have learned 2. Coach your Leadership Team – ask them to start using, researching and cascading down to their teams 3. Industry Research – How are all areas of your business impact by this change, what is the competition doing and how can you lead 4. Challenge – Have teams find use cases and bring them forward 5. Partner – talk to your partners for software, solutions and all business areas. What can they bring to the table (Microsoft, SAP, Adobe, etc) 6. Leadership Agenda – Include this topic as a regular part of your leadership agenda 7. Learn – From executives to individual contributors, offer learning and prototyping opportunities 8. Hustle – challenge yourself and LT to lead this for your company and lead by example Next steps for Leaders For informational purposes only.
  • 19. Zero to hero in 4 weeks with Azure AI A guide to achieving artificial intelligence expertise on Azure With cloud AI services and tools, now every developer can leverage AI to create innovative applications that solve complex problems. This guide will show you how to create the next generation of applications using Azure AI in only 4 weeks. By committing less than an hour each day—think coffee- fueled morning ritual or mid-afternoon break— you’ll be able to build intelligent apps confidently with the tools and frameworks of your choice. Each week you’ll watch a video on foundational concepts of Azure AI, complete a step-by-step training, and try what you’ve learned with a hands-on exercise. This will give you the expertise you need to successfully complete your Azure AI Fundamentals certification. Let’s get started! aka.ms/AILearningjourney For informational purposes only.
  • 20. AI Business School Audience: Business Decision Makers (e.g. Business Unit Managers, Senior Management) Format: Online course, Free, On demand, Diversified content (articles, videos, use cases) Objective: Share insights and practical guidance from top executives (Microsoft , Customers, Partners) on how to strategically apply AI in your organization. 6 Pillars Define an AI strategy to create business value Discover ways to foster an AI-ready culture Identify guiding principles for responsible AI Introduction to AI technology for business leaders Scale AI in your organization Enable AI business users with Learn more at microsoft.com/ai-business-school In partnership with For informational purposes only.