Women in AI Kickoff - May 22nd, 2017
Women in AI
Kickoff - May 22nd, 2017
Welcome!
if hungry
grab_food()
meet_someone_new()
else
meet_someone_new()
Nice to meet you
Amara Keller
AI Developer Advocate with Intel Nervana (AI Products)
@MissAmaraKay
Agenda
6 - Grab food, meet someone new
6:15 - Intro, welcome
~6:30 - Featured Speakers!
Julie Choi, Head of Marketing (AI Products, Intel)
Anahita Bhiwandiwalla, Sr. Software Engineer (AI Products, Intel)
Q&A and Mingling to Follow
Things to consider
● Hashtags to use: #WomenInAI #WIAI
● Please adhere to our Code of Conduct.
● Let me know if you are interested in speaking!
● We are hiring: nervanasys.com/careers
Ai & beyond
Julie Shin ChoiHEAD OF MARKETING, AI PRODUCTS GROUP INTEL
Women in AI meetupMAY 22, 2017
2
background
Nerd marketing
Spelling bee winner
Wife and mom
Slow distance runner
3
Ai is changing everything
Consumer Health Finance Retail Government Energy Transport Industrial OtherSmart
Assistants
Chatbots
Search
Personalization
Augmented Reality
Robots
Enhanced Diagnostics
Drug Discovery
Patient Care
Research
Sensory Aids
Algorithmic Trading
Fraud Detection
Research
Personal Finance
Risk Mitigation
Support
Experience
Marketing
Merchandising
Loyalty
Supply Chain
Security
Defense
Data Insights
Safety & Security
Resident Engagement
Smarter Cities
Oil & Gas Exploration
Smart Grid
Operational Improvement
Conservation
Autonomous Cars
Automated Trucking
Aerospace
Shipping
Search & Rescue
Factory Automation
Predictive Maintenance
Precision Agriculture
Field Automation
Advertising
Education
Gaming
Professional & IT Services
Telco/Media
Sports
Source: Intel forecast
exam
ples
Early adoption
4
AI needs dataBy 2020…
The average internet user will generate
~1.5 GB of traffic per daySmart hospitals will generate over
3,000 GB per daySelf driving cars will be generating over
4,000 GB per day… each
All numbers are approximatedhttp://www.cisco.com/c/en/us/solutions/service-provider/vni-network-traffic-forecast/infographic.htmlhttp://www.cisco.com/c/en/us/solutions/collateral/service-provider/global-cloud-index-gci/Cloud_Index_White_Paper.htmlhttps://datafloq.com/read/self-driving-cars-create-2-petabytes-data-annually/172http://www.cisco.com/c/en/us/solutions/collateral/service-provider/global-cloud-index-gci/Cloud_Index_White_Paper.htmlhttp://www.cisco.com/c/en/us/solutions/collateral/service-provider/global-cloud-index-gci/Cloud_Index_White_Paper.html
A connected plane will generate over
40,000 GB per dayA connected factory will generate over
1,000,000 GB per day
radar ~10-100 KB per second
sonar ~10-100 KB per second
gps ~50 KB per second
lidar ~10-70 MB per second
cameras ~20-40 MB per second
Self driving cars will generate over
4,000 GB per day… each
5
And compute
AI Compute Cycles will grow by 2020 12X
mainframes Standards-based servers
Cloud computing
Artificial intelligence
Data delugeCOMPUTE breakthroughInnovation surge
Source: Intel forecast
6
Machine Learning
Neural Networks
Deep Learning AI
Ai continues to evolve
7
Intel Nervana: AI ProductsACCELERATE
AI by Designdiscover
Applied AI Researchevolve
Human Intelligence
8
New class of AI products designed for
neural networks, architected to handle
higher level matrix operations and non-
linearities inherent to this problem space.
Deep Learning & Beyond
Next Level Silicon
AI by design
9
Healthcare: Tumor detection
Automotive: Speech interfaces
Positive:
Negative:
Industry: Agricultural Robotics Energy: Oil & Gas
Positive:
Negative:
Genomics: Sequence analysisFinance: Time-series search engine
Query:
Results:
AI applied
10
libraries Intel® MKL MKL-DNN Intel® MLSL
toolkits
Frameworks
Intel® DAAL
hardwareMemory/Storage NetworkingCompute
Intel Distribution
Mlib BigDL
Intel® Nervana™ Graph*
Intel® Nervana™ PORTFOLIOexperiences
Intel® Nervana™ DL Software &
Cloud
Computer Vision*Future
Intel® DL Training &
Deployment
Intel® Computer Vision SDK
MovidiusFathom
Intel® GO™ Automotive
SDK
*
11
come build the future with us
nervanasys.com/careers
email: julie.choi AT intel.com
ArtificialIntelligencethroughmylens
AnahitaBhiwandiwallaWomeninAIMeetup– 05/22/2017
Aboutme
Mathgeekandfitnessenthusiast
RecognizingSpeakers?
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.232.6270&rep=rep1&type=pdf
- Allthatmathactualdoessomething!!!- Icanbarelytellthedifferencebetweenthesetwospeakers- Somuchnoise!Isanyoneevenspeaking?- Eachspeakerhasit’sownmathematicalrepresentation- Thesystemimprovedit’srepresentationovertime!- Accent/languageindependent- Whospokewheninaconversation?- Thisisactuallyuseful
THISISCOOL!
Rewind8yearsagoto
Mumbai,India
MakenewwordsinaLanguageIdon’tknow?
http://www.cs.columbia.edu/~rasooli/papers/acl2014.pdf
Rewind5yearsagoto
NewYork
- Generatenewwords!ButIamcluelessaboutTurkish,Tagalog,Pashto
- Prefix/suffixcanbemodeled?- Keywordsearch,okaythatIknow- Predictnewwordsyouarelikelytosearchfor- Waitdidthesystemlearntherulesofthe
languagebeforeIcouldeventry?
THISISSUPERCOOL
Predictingfriends?
https://event.cwi.nl/grades/2013/04-jain-slides.pdf
Rewind4yearsagoto
Oregon
- Graphsaremorethan- Storagematters- Applyingmathconceptstoderive
insights– recommendations,filtering,influentialnodes,drugsimilarity
- Whyisallthisfree?(READ- OpenSource)
HIRED!
Patientre-admittance
- Yournumberstellyourstory!- Yournumberscanalsotellyou
whatmaynotknow,yet.- Whatcanyoudoifyouknowyou
areatrisk?- Whatcanyourdoctordo?- Whatcanyourinsurancedo?
OKAYILOVEMYJOB!
Lastthreeyears,Oregon
Arethesedrugssimilar?Lastthreeyears,Oregon
- Analyzingdrugsimilarity- Savinglives– sideeffects,allergies!- Accessiblehealthcare- Helpingdoctorsmakedecisions
http://technologyadvice.com/blog/healthcare/5-dicom-viewers/http://dicom.nema.org/
AnalyticsonMRI/CTimages
- Assistinhealthcare- Uncoverhiddeninsights- Validateopinions- Leveragebenefitsof
massivedatatomakesmartmodels
- Fastertimetoresult
OKAYILOVEMYJOB++!
Lastthreeyears,Oregon
WhatisArtificialIntelligence?
Intelligenceexhibitedbymachines
Betterlives!
Automation
Fasterinsights
Mindblowing!
Predictionand
PrecautionRapiddevelopment
Makingitpossibleforeveryone
https://www.nervanasys.com/technology/intel-nervana-graph/
NOW
EthicalFuture
• Inourhands(READ:code)• Humanity
JoinusJ
http://jobs.intel.com/ShowJob/Id/1185284/Distributed-DL-Algorithms-Developer/
ThankyouJ