Artificial Intelligence (AI) – Powering Data and Conversations.pptx

Brian Pichman
Brian PichmanInnovative Technology Expert, Library Enthusiast
Artificial Intelligence (AI) –
Powering Data and Conversations
Brian Pichman
Evolve Project
Evolve Project | Brian Pichman
2
AI
Uncover the potential of Artificial Intelligence in revolutionizing data analysis and enhancing
conversational experiences within library contexts. This presentation explores how AI technologies are
redefining data management, insights, and user interactions in libraries. Gain insights into how AI-driven
data analysis can optimize collection management, resource allocation, and user engagement.
Additionally, learn about the implementation of AI-powered conversational interfaces to provide seamless
library support and guidance.
Key Points:
- Enhancing library data analysis: From catalog optimization to user behavior insights using AI.
- Leveraging AI to automate routine data-related tasks and enhance decision-making.
- Conversational AI in libraries: Creating virtual assistants and chatbots for user assistance.
- Merging human expertise with AI: Crafting effective user interactions in library services.
- Case studies showcasing libraries streamlining operations and enriching user experiences through AI.
- Future horizons: The evolving role of AI in data management and personalized library interactions.
Today we are exploring…
Welcome
What is Artificial Intelligence
the theory and development of computer systems able to perform tasks
that normally require human intelligence, such as visual perception,
speech recognition, decision-making, and translation between languages.
What is Machine Learning
Machine Learning is a subset of Artificial Intelligence that uses algorithms
and statistical models to allow a computer system to make decisions
around a specific task without explicit instructions; relying on patterns and
inference
Evolve Project | Brian Pichman
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Source:
https://meaningfulimpacthub.com/
Evolve Project | Brian Pichman
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When talking about AI…
People will have one of two
reactions:
AI Assistants for Content
AI Content Tools:
· https://rytr.me/
o Create stories, blogs, tweets
from a few key words generated
by AI
· https://app.wordhero.co/home
o Create text for a variety of
different topics
· https://app.peppertype.ai/home
o Create text for a variety of
different topics
Video Creation
· https://pictory.ai/
o Create curated stock videos
based on your text
Audio Creation
· https://app.fliki.ai/
o Text to Speech with a variety of voice
overs
Marketing Creation:
https://app.steve.ai
● Create animations based on your text
https://reachout.ai/ or https://bhuman.ai
● Create marketing campaigns from a single
video
More AI Assistants
Art Creation:
· h t t p s : / / s u p e r m a c h i n e . a r t /
o C r e a t e A I - G e n e r a t e d A r t
h t t p s : / / a i m a g e s . a i /
o C r e a t e A I v e c t o r a r t ( M a g i c S t o c k )
h t t p s : / / w w w . a i r b r u s h . a i /
o C r e a t e a r t a n d e n h a n c e m e n t s
h t t p s : / / s t o c k i m g . a i /
o C r e a t e B o o k C o v e r s a n d L o g o s
Course Creation:
· h t t p s : / / m i n i c o u r s e g e n e r a t o r . c o m /
o C r e a t e a c o u r s e m a d e b y A I
https://links.evolveproject.org/aitools
Free AI
https://links.evolveproject.org/aidemo
Evolve Project | Brian Pichman
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Logic and Rules Based
Challenges for AI
Training
Similar to having good data, an AI
might need to learn the correct
response for the correct situation or
identify dangers or inappropriate
interactions
Precision
The idea of garbage data in
garbage data out. If you flood
an AI with bad data and don’t
set the proper syntax or
thresholds you will get
incoherent results
Context
AI’s can struggle with understanding context. For
example, asking Siri ”call me an ambulance” may yield
“OK, from now on, I will call you Ambulance”
Artificial Intelligence (AI) – Powering Data and Conversations.pptx
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• When editing or using filters in photos (do X to eyes and Y to
ears)
• Identification of license plates from an image in a toll violation
• Facebook’s ability to identify and recommend faces in photos
• iPhone users can have their phone categorize people by facial
patterns – in which you then define their name
• Google’s Image Recognition
Examples
How we see AI In Everyday Life
Image Recognition
Think of how we can use facial imaging
to determine moods
Artificial Intelligence (AI) – Powering Data and Conversations.pptx
Evolve Project | Brian Pichman
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You probably see this everyday if you use Siri, Google Home, or an
Echo Product.
Overtime or with training, a system can tailored results based on
identifying the user asking. For example, Google Home will provide
my personal driving times to work if it hears me ask “how long will it
take me to get to work” versus a friend asking who it has no data on.
Examples
How we see AI In Everyday Life
Voice Recognition
Think of how a system can respond
and remember a user based solely
on their voice
Artificial Intelligence (AI) – Powering Data and Conversations.pptx
Evolve Project | Brian Pichman
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Helpful – AI
Artificial Intelligence (AI) – Powering Data and Conversations.pptx
Evolve Project | Brian Pichman
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And How We Use It
Other Forms of AI
Optical Character Recognition
Think of how a picture of your license plate
allows a machine to translate that to text and
run a query to determine who violated a toll.
Also see this in scanners that can take an
image and convert this to text.
Consider how you can take a photo of another
language and have it translate to yours
Advance User Preferences
This is the concept of an AI providing solutions
based on historic user’s preferences and
comparing it to similar users.
Compare how Amazon or Netflix makes
recommendations based on your purchases or
views – or even how Amazon guesses when
you might run out of a specific product.
Sensory Data Analysis
Your wearables that detect heart rate for
instance can determine without user
intervention if you are working out and even
what kind of work out such as jogging or
bicycling.
Artificial Intelligence (AI) – Powering Data and Conversations.pptx
Artificial Intelligence (AI) – Powering Data and Conversations.pptx
Evolve Project | Brian Pichman
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AI Games
AI Image or Not: http://www.whichfaceisreal.com/
https://experiments.withgoogle.com/collection/ai
Applying AI
Thoughts, Ideas, and More
How can you prepare people for these fields?
23
Skills For Learning
Understanding data and how to
read data sets is valuable
https://dzone.com/articles/ten-machine-
learning-algorithms-you-should-know-to
Math and Algorithms
Statistics
Learning how inputs of code
can interact physical parts
Hardware + Software
Robotics
Learning to code at a basic
level with syntax and flow; then
move to Python (most common)
https://www.geeksforgeeks.org/top-5-best-
programming-languages-for-artificial-
intelligence-field/
Coding Languages
Coding
Learning this is a huge skill to
master, along with object
recognition
https://www.pyimagesearch.com/start-
here-learn-computer-vision-opencv/
How Do Computers See
Computer Vision
How can we onboard AI today?
24
Automations and Community
Receptionist
Allow for an interaction that’s
quick and frees up time for staff
for more complex and human
needed interactions
“Where’s The Bathroom”
Industry Risks
If car automation takes hold,
what does that do to the
shipping and delivery industry?
Preparing The Future
People sometimes need help
finding information on your
website. A Chat bot that notices
a user on a page for a long time
can make recommendations or
hand off to staff
Online Support
Chat Bots Futures
What can we make with the
technology to make the world a
better place?
What Can We Make
Products For Library Usage to Talk About AI
Zumi
Artificial Intelligence (AI) – Powering Data and Conversations.pptx
Kais Clan
Luka
Artificial Intelligence (AI) – Powering Data and Conversations.pptx
Artificial Intelligence (AI) – Powering Data and Conversations.pptx
Artificial Intelligence (AI) – Powering Data and Conversations.pptx
Artificial Intelligence (AI) – Powering Data and Conversations.pptx
More Resources
• Guides for getting started:
• https://links.evolveproject.org/ai_resources
• Tech Gadgets Guides:
• https://links.evolveproject.org/ai_gadgets
https://codepen.io/GeorgePark/pen/gKrVJe
Using AI and Data
• You can pull data sources (card catalog or circulations) to give book
recommendations to patrons (think Netflix)
• AI can help you answer questions about patron activity (if you have a
door counter) or website activity.
• Tools like thoughtspot.com can digest your data and using natural language
you can have it build graphs
• AI can help you understand images, other languages, and more.
WiseCut
• Upload videos and have it edited down using AI to make the best
“clip”
AI Tools To Help With Data
• https://formula.dog/
AI Tools to Collect Data
• https://www.browse.ai/
• https://www.octoparse.com/
Microsoft CoPilot
Train AI Off Your Data
• Tools like taskmagic.com and chatbase.co (yes not .com) can empower
your OpenAI API and point to your data sources
Programming AI Demo
• Know the features of a Conversational AI using OpenAI’s API
Evolve Project | Brian Pichman
43
Feel free to reach out!
Questions / Contacts
815-534-0403
www.evolveproject.org
bpichman@evolveproject.org
Twitter: @bpichman
linkedin.com/in/bpichman
slideshare.net/bpichman
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Artificial Intelligence (AI) – Powering Data and Conversations.pptx

  • 1. Artificial Intelligence (AI) – Powering Data and Conversations Brian Pichman Evolve Project
  • 2. Evolve Project | Brian Pichman 2 AI Uncover the potential of Artificial Intelligence in revolutionizing data analysis and enhancing conversational experiences within library contexts. This presentation explores how AI technologies are redefining data management, insights, and user interactions in libraries. Gain insights into how AI-driven data analysis can optimize collection management, resource allocation, and user engagement. Additionally, learn about the implementation of AI-powered conversational interfaces to provide seamless library support and guidance. Key Points: - Enhancing library data analysis: From catalog optimization to user behavior insights using AI. - Leveraging AI to automate routine data-related tasks and enhance decision-making. - Conversational AI in libraries: Creating virtual assistants and chatbots for user assistance. - Merging human expertise with AI: Crafting effective user interactions in library services. - Case studies showcasing libraries streamlining operations and enriching user experiences through AI. - Future horizons: The evolving role of AI in data management and personalized library interactions. Today we are exploring… Welcome
  • 3. What is Artificial Intelligence the theory and development of computer systems able to perform tasks that normally require human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages.
  • 4. What is Machine Learning Machine Learning is a subset of Artificial Intelligence that uses algorithms and statistical models to allow a computer system to make decisions around a specific task without explicit instructions; relying on patterns and inference
  • 5. Evolve Project | Brian Pichman 5 Source: https://meaningfulimpacthub.com/
  • 6. Evolve Project | Brian Pichman 6 When talking about AI… People will have one of two reactions:
  • 7. AI Assistants for Content AI Content Tools: · https://rytr.me/ o Create stories, blogs, tweets from a few key words generated by AI · https://app.wordhero.co/home o Create text for a variety of different topics · https://app.peppertype.ai/home o Create text for a variety of different topics Video Creation · https://pictory.ai/ o Create curated stock videos based on your text Audio Creation · https://app.fliki.ai/ o Text to Speech with a variety of voice overs Marketing Creation: https://app.steve.ai ● Create animations based on your text https://reachout.ai/ or https://bhuman.ai ● Create marketing campaigns from a single video
  • 8. More AI Assistants Art Creation: · h t t p s : / / s u p e r m a c h i n e . a r t / o C r e a t e A I - G e n e r a t e d A r t h t t p s : / / a i m a g e s . a i / o C r e a t e A I v e c t o r a r t ( M a g i c S t o c k ) h t t p s : / / w w w . a i r b r u s h . a i / o C r e a t e a r t a n d e n h a n c e m e n t s h t t p s : / / s t o c k i m g . a i / o C r e a t e B o o k C o v e r s a n d L o g o s Course Creation: · h t t p s : / / m i n i c o u r s e g e n e r a t o r . c o m / o C r e a t e a c o u r s e m a d e b y A I https://links.evolveproject.org/aitools
  • 10. Evolve Project | Brian Pichman 10 Logic and Rules Based Challenges for AI Training Similar to having good data, an AI might need to learn the correct response for the correct situation or identify dangers or inappropriate interactions Precision The idea of garbage data in garbage data out. If you flood an AI with bad data and don’t set the proper syntax or thresholds you will get incoherent results Context AI’s can struggle with understanding context. For example, asking Siri ”call me an ambulance” may yield “OK, from now on, I will call you Ambulance”
  • 12. Evolve Project | Brian Pichman 12 • When editing or using filters in photos (do X to eyes and Y to ears) • Identification of license plates from an image in a toll violation • Facebook’s ability to identify and recommend faces in photos • iPhone users can have their phone categorize people by facial patterns – in which you then define their name • Google’s Image Recognition Examples How we see AI In Everyday Life Image Recognition Think of how we can use facial imaging to determine moods
  • 14. Evolve Project | Brian Pichman 14 You probably see this everyday if you use Siri, Google Home, or an Echo Product. Overtime or with training, a system can tailored results based on identifying the user asking. For example, Google Home will provide my personal driving times to work if it hears me ask “how long will it take me to get to work” versus a friend asking who it has no data on. Examples How we see AI In Everyday Life Voice Recognition Think of how a system can respond and remember a user based solely on their voice
  • 16. Evolve Project | Brian Pichman 16 Helpful – AI
  • 18. Evolve Project | Brian Pichman 18 And How We Use It Other Forms of AI Optical Character Recognition Think of how a picture of your license plate allows a machine to translate that to text and run a query to determine who violated a toll. Also see this in scanners that can take an image and convert this to text. Consider how you can take a photo of another language and have it translate to yours Advance User Preferences This is the concept of an AI providing solutions based on historic user’s preferences and comparing it to similar users. Compare how Amazon or Netflix makes recommendations based on your purchases or views – or even how Amazon guesses when you might run out of a specific product. Sensory Data Analysis Your wearables that detect heart rate for instance can determine without user intervention if you are working out and even what kind of work out such as jogging or bicycling.
  • 21. Evolve Project | Brian Pichman 21 AI Games AI Image or Not: http://www.whichfaceisreal.com/ https://experiments.withgoogle.com/collection/ai
  • 23. How can you prepare people for these fields? 23 Skills For Learning Understanding data and how to read data sets is valuable https://dzone.com/articles/ten-machine- learning-algorithms-you-should-know-to Math and Algorithms Statistics Learning how inputs of code can interact physical parts Hardware + Software Robotics Learning to code at a basic level with syntax and flow; then move to Python (most common) https://www.geeksforgeeks.org/top-5-best- programming-languages-for-artificial- intelligence-field/ Coding Languages Coding Learning this is a huge skill to master, along with object recognition https://www.pyimagesearch.com/start- here-learn-computer-vision-opencv/ How Do Computers See Computer Vision
  • 24. How can we onboard AI today? 24 Automations and Community Receptionist Allow for an interaction that’s quick and frees up time for staff for more complex and human needed interactions “Where’s The Bathroom” Industry Risks If car automation takes hold, what does that do to the shipping and delivery industry? Preparing The Future People sometimes need help finding information on your website. A Chat bot that notices a user on a page for a long time can make recommendations or hand off to staff Online Support Chat Bots Futures What can we make with the technology to make the world a better place? What Can We Make
  • 25. Products For Library Usage to Talk About AI
  • 26. Zumi
  • 29. Luka
  • 34. More Resources • Guides for getting started: • https://links.evolveproject.org/ai_resources • Tech Gadgets Guides: • https://links.evolveproject.org/ai_gadgets
  • 36. Using AI and Data • You can pull data sources (card catalog or circulations) to give book recommendations to patrons (think Netflix) • AI can help you answer questions about patron activity (if you have a door counter) or website activity. • Tools like thoughtspot.com can digest your data and using natural language you can have it build graphs • AI can help you understand images, other languages, and more.
  • 37. WiseCut • Upload videos and have it edited down using AI to make the best “clip”
  • 38. AI Tools To Help With Data • https://formula.dog/
  • 39. AI Tools to Collect Data • https://www.browse.ai/ • https://www.octoparse.com/
  • 41. Train AI Off Your Data • Tools like taskmagic.com and chatbase.co (yes not .com) can empower your OpenAI API and point to your data sources
  • 42. Programming AI Demo • Know the features of a Conversational AI using OpenAI’s API
  • 43. Evolve Project | Brian Pichman 43 Feel free to reach out! Questions / Contacts 815-534-0403 www.evolveproject.org bpichman@evolveproject.org Twitter: @bpichman linkedin.com/in/bpichman slideshare.net/bpichman

Editor's Notes

  1. which comes in a variety of types such as Care Bot that can measure blood pressure, heart rate, remind users to take medicine, and even support video calls when there is an emergency. Or the Samsung Bot Retail which in a library setting can potentially guide users to find the items they need through facial and object recognition. It can even deliver items to the user!