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