Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads.
Artificial Intelligence
Overview
Harry Surden
Assoc. Professor of Law – University of Colorado Law
School
Affiliated Facul...
Artificial Intelligence Overview
1. What is Artificial Intelligence ?
2. Major Artificial Intelligence Techniques
• Rules ...
What is
Artificial
Intelligence?
Artificial Intelligence (AI)
• What is Artificial Intelligence (AI)?
• Using computers to solve problems
• Or make automat...
Limits of Artificial Intelligence
• “Strong” Artificial Intelligence
• Computers thinking at a level that meets or surpass...
Major AI Approaches
Two Major AI Techniques
• Logic and Rules-Based Approach
• Machine Learning (Pattern-Based Approach)
Logic and Rules-
Based AI
Logic and Rules-Based Approach
• Logic and Rules-Based Approach
• Representing processes or systems using logical rules
• ...
Machine
Learning
Machine Learning (Pattern based)
• Machine Learning (ML)
• Algorithms find patterns in data and infer rules on their own
•...
Machine Learning Uses
Self-Driving Vehicles Automated
recommendations
Computer
Translation
Learning
Machine Learning Main Points
Pattern Detection
Data
Self-Programming
Spam or Wanted Email?
System detects patterns in Email
About likely markers of spam
Detected Pattern
Emails with “Earn Cas...
Identification Improves
Algorithm improves in performance
In auto-identifying spam
As it is able to examine more data
And ...
For some (not all) complex tasks
Requiring intelligence
Intelligent Results Without
Intelligence
Can get “intelligent” aut...
People use advanced cognitive skills to
translate
Proxies for Intelligent Results
Without Intelligence
Google finds statis...
Detecting
Patterns
Proxy Principle for Automation
That can serve as
Proxies
For some underlying
Cognitive Task
Learning
Machine Learning Main Points
Pattern Detection
Data
Self-Programming
Summary Major AI Approaches
Two Major AI Techniques
• Logic and Rules-Based Approach
• Machine Learning (Pattern-Based App...
Hybrid Systems
• Many successful AI systems are hybrids of
• Machine learning & Rules-Based Hybrids
• e.g. Self-driving ca...
Humans
+
Computers
Technology Enhancing
(Not Replacing) Humans
>
Humans Alone
Computers Alone
Examples of AI in Law Today
• Machine Learning
• AI in Litigation - E-Discovery and ”Predictive Coding”
• Natural Language...
Limits on Artificial Intelligence
• Artificial Intelligence Accomplishments
• Automate many things that couldn’t do before...
Questions
Harry Surden
Associate Professor of Law
University of Colorado Law School
Affiliated Faculty, Stanford CodeX Cen...
Upcoming SlideShare
Loading in …5
×
560,149 views

Published on

Machine Learning (Pattern based)
• Machine Learning (ML)
• Algorithms find patterns in data and infer rules on their own
• ”Learn” from data and improve over time
• These patterns can be used for automation or prediction
• ML is the dominant mode of AI today

Published in: Education
  • my friend's sister is dropping 12 kilos each 3 weeks. She has been over weight however final month she commenced out to take those new nutritional nutritional dietary supplements and she has out of place 40 pounds so far. check the internet website on-line proper right here.......... HERE☛ www.moneyurban.com
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here
  • Get Your Lover Back Perfect Urgent Love Spell, Am Alexis scorpio from FL Usa All Thanks To Dr happy Who Brought Back The Love Of My Life. my girlfriend cheated on me and asked for a breakup. I don't believe at first i try to get back with her but all she told me was she’s with someone else. that she is no longer interested in marrying me at that point i was heart broken coz i love my girlfriend so much that i could not let go off her all of a sudden she left me, i really love her and never can imagine my life without her. not until i came across a powerful real spell caster Dr happy who promise me 24hours urgent love spell to get back with my girlfriend, good twenty-four {24} hours. hmm-mm, it was a good night time at 11:pm within the days that Dr happy told me that my girlfriend will be back, at first i heard the bell rings getting close to my door i heard someone saying honey!!!, it sound familiar i opened the door and i saw my girlfriend standing and weeping in front of me. i was not surprised because its all i have been praying for her to come back home. Guess what 2 weeks after she noticed her system and her body temperature was changed and i took her to clinic for check up and the doctor told me that there is life in her which means she was pregnant i really wants to use this opportunity to thanks Dr happy so much and the love page that directed me to Dr happy if you have any problem getting your ex back, or predicament that is worse or exactly like this you have been into, Dr happy on [email protected] Whatsapp/cal +2348133873774 visit his website...happylovespell2.webnode.com/ about his love spell Blogs site.http://happylovespel.blogspot.com.ng/
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here
  • S­t­a­r­t w­o­r­k­i­n­g ­a­t h­o­m­e w­i­t­h G­o­o­g­l­e! I­t's b­y-f­a­r t­h­e b­e­s­t j­o­b I'v­e h­a­d. L­a­s­t W­e­d­n­e­s­d­a­y I g­o­t a b­r­a­n­d n­e­w B­M­W ­s­i­n­c­e ­g­e­t­t­i­n­g a c­he­c­k f­o­r $17000 t­h­i­s - 4 w­e­e­k­s p­a­s­t. I b­e­g­a­n t­h­i­s 8-m­o­n­t­h­s a­g­o a­n­d i­m­m­e­d­i­a­t­e­l­y w­a­s b­r­i­n­g­i­n­g h­o­m­e a­t l­e­a­s­t $105 p­e­r­ h­o­u­r. I w­o­r­k t­h­r­o­u­g­h t­h­i­s l­i­n­k, g­o t­o h­o­m­e ­t­a­b f­o­r m­o­r­e d­e­t­a­i­l... ­ copy and paste...................jump47.com
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here
  • Meetings for sex in your area are there: https://bit.ly/2TQ8UAY
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here
  • heal from broken heart" Love spell from dr.Unity brought my husband back" [email protected] to help you get your Ex lover back urgently after breakup/divorce" After 12years of marriage, me and my husband has been into one quarrel or the other until he finally left me and moved to California to be with another woman. I felt my life was over and my kids thought they would never see their father again. i tried to be strong just for the kids but i could not control the pains that torments my heart, my heart was filled with sorrows and pains because i was really in love with my husband. Every day and night i think of him and always wish he could come back to me, I was really worried and i needed help, so i searched for help online and I came across a website that suggested that Dr Unity can help get ex back fast. So, I felt I should give him a try. I ed him and he told me what to do and i did it then he did a Love spell for me. 11hours later, my husband really called me and told me that he miss me and the kids so much, So Amazing!! So that was how he came back that same day,with lots of love and joy,and he apologized for his mistake,and for the pain he caused me and the kids. Then from that day,our Marriage was now stronger than how it were before, All thanks to Dr Unity. he is so powerful and i decided to share my story on the internet that Dr.Unity is real spell caster who i will always pray to live long to help his children in the time of trouble, if you are here and you need your ex lover back or save your marriage fast. Do not cry anymore, this powerful spell caster Dr.Unity now. Here’s his : Call/WhatsApp him: +2348071622464 ,Email him at: [email protected] , Website:https://unityspellstemple.blogspot.com ,Your kindness will never be forgotten. Natasha Wanderly form USA...
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here

×