BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//HasGeek//NONSGML Funnel//EN
DESCRIPTION:A comprehensive overview of how to test ML applications
X-WR-CALDESC:A comprehensive overview of how to test ML applications
NAME:Workshop: Test your Machine Learning applications better
X-WR-CALNAME:Workshop: Test your Machine Learning applications better
REFRESH-INTERVAL;VALUE=DURATION:PT12H
SUMMARY:Workshop: Test your Machine Learning applications better
TIMEZONE-ID:Asia/Kolkata
X-PUBLISHED-TTL:PT12H
X-WR-TIMEZONE:Asia/Kolkata
BEGIN:VEVENT
SUMMARY:Check-in and tea/coffee
DTSTART:20191130T040000Z
DTEND:20191130T041500Z
DTSTAMP:20260421T175325Z
UID:session/WeeU6J8VgegGvToieTSvnA@hasgeek.com
SEQUENCE:0
CREATED:20191111T005359Z
DESCRIPTION:\n
GEO:12.9400559;77.6229137
LAST-MODIFIED:20191111T005423Z
LOCATION:Workshop room on 2nd floor - Juspay Technologies Private Limited\
 nBangalore\nIN
ORGANIZER;CN="Anthill Inside":MAILTO:no-reply@hasgeek.com
BEGIN:VALARM
ACTION:display
DESCRIPTION:Check-in and tea/coffee in Workshop room on 2nd floor in 5 min
 utes
TRIGGER:-PT5M
END:VALARM
END:VEVENT
BEGIN:VEVENT
SUMMARY:Introductions\; walking through the workshop plan
DTSTART:20191130T041500Z
DTEND:20191130T042500Z
DTSTAMP:20260421T175325Z
UID:session/HxFiAww6AVj9t19y1Ww71c@hasgeek.com
SEQUENCE:0
CREATED:20191111T005458Z
DESCRIPTION:\n
GEO:12.9400559;77.6229137
LAST-MODIFIED:20191111T005502Z
LOCATION:Workshop room on 2nd floor - Juspay Technologies Private Limited\
 nBangalore\nIN
ORGANIZER;CN="Anthill Inside":MAILTO:no-reply@hasgeek.com
BEGIN:VALARM
ACTION:display
DESCRIPTION:Introductions\; walking through the workshop plan in Workshop 
 room on 2nd floor in 5 minutes
TRIGGER:-PT5M
END:VALARM
END:VEVENT
BEGIN:VEVENT
SUMMARY:Overview of Testing Machine Learning Applications
DTSTART:20191130T042500Z
DTEND:20191130T051500Z
DTSTAMP:20260421T175325Z
UID:session/44kbpsWX7mxQZE8795YDDB@hasgeek.com
SEQUENCE:1
CREATED:20191111T005524Z
DESCRIPTION:This session will cover:\n\n1. What is ML Testing\n2. How is i
 t different from traditional software testing\n3. Essentials of Machine Le
 arning Testing\n4. ML Testing Workflow - how to test\n - Test input genera
 tion\n - Metamorphic testing\n - Test selection and prioritization\n - Tes
 t coverage metrics\n5. Components to test\n  - Data testing\n  - Model cod
 e testing\n  - ML framework testing\n6. Properties to test\n  - Correctnes
 s testing\n  - Overfitting detection\n  - Robustness testing\n  - Efficien
 cy testing\n  - Fairness testing\n  - Interpretability testing\n  - Securi
 ty testing\n7. Example application scenarios to test \n  - Neural machine 
 translation\n
GEO:12.9400559;77.6229137
LAST-MODIFIED:20230108T103046Z
LOCATION:Workshop room on 2nd floor - Juspay Technologies Private Limited\
 nBangalore\nIN
ORGANIZER;CN="Anthill Inside":MAILTO:no-reply@hasgeek.com
BEGIN:VALARM
ACTION:display
DESCRIPTION:Overview of Testing Machine Learning Applications in Workshop 
 room on 2nd floor in 5 minutes
TRIGGER:-PT5M
END:VALARM
END:VEVENT
BEGIN:VEVENT
SUMMARY:Q&A session
DTSTART:20191130T051500Z
DTEND:20191130T053000Z
DTSTAMP:20260421T175325Z
UID:session/PxcefU7BRSj5zPML4xtG16@hasgeek.com
SEQUENCE:0
CREATED:20191111T005545Z
DESCRIPTION:\n
GEO:12.9400559;77.6229137
LAST-MODIFIED:20191111T005551Z
LOCATION:Workshop room on 2nd floor - Juspay Technologies Private Limited\
 nBangalore\nIN
ORGANIZER;CN="Anthill Inside":MAILTO:no-reply@hasgeek.com
BEGIN:VALARM
ACTION:display
DESCRIPTION:Q&A session in Workshop room on 2nd floor in 5 minutes
TRIGGER:-PT5M
END:VALARM
END:VEVENT
BEGIN:VEVENT
SUMMARY:Morning beverage break
DTSTART:20191130T053000Z
DTEND:20191130T055000Z
DTSTAMP:20260421T175325Z
UID:session/CcXogBWQ6R1BHK74Tt32Vy@hasgeek.com
SEQUENCE:0
CREATED:20191111T005909Z
DESCRIPTION:\n
LAST-MODIFIED:20191111T005916Z
LOCATION:Bangalore
ORGANIZER;CN="Anthill Inside":MAILTO:no-reply@hasgeek.com
BEGIN:VALARM
ACTION:display
DESCRIPTION:Morning beverage break in 5 minutes
TRIGGER:-PT5M
END:VALARM
END:VEVENT
BEGIN:VEVENT
SUMMARY:Machine Learning life-cycle from software quality assurance perspe
 ctive
DTSTART:20191130T055000Z
DTEND:20191130T064000Z
DTSTAMP:20260421T175325Z
UID:session/G48AYyV3kh42nXAqrhp3Zy@hasgeek.com
SEQUENCE:1
CREATED:20191111T010047Z
DESCRIPTION:This session will cover: \n\n1. Stages of Machine Learning lif
 e-cycle\n2. Software testing for different types of machine learning\n   -
  Testing supervised learning models\n   - Testing unsupervised learning mo
 dels\n   - Testing reinforcement learning models\n3. Datasets for ML testi
 ng\n4. Commercial and open source tools for ML testing\n
GEO:12.9400559;77.6229137
LAST-MODIFIED:20230108T103046Z
LOCATION:Workshop room on 2nd floor - Juspay Technologies Private Limited\
 nBangalore\nIN
ORGANIZER;CN="Anthill Inside":MAILTO:no-reply@hasgeek.com
BEGIN:VALARM
ACTION:display
DESCRIPTION:Machine Learning life-cycle from software quality assurance pe
 rspective in Workshop room on 2nd floor in 5 minutes
TRIGGER:-PT5M
END:VALARM
END:VEVENT
BEGIN:VEVENT
SUMMARY:Q&A session
DTSTART:20191130T064000Z
DTEND:20191130T065500Z
DTSTAMP:20260421T175325Z
UID:session/Mqhd1tZnHd9mx32oZNehRD@hasgeek.com
SEQUENCE:0
CREATED:20191111T010118Z
DESCRIPTION:\n
GEO:12.9400559;77.6229137
LAST-MODIFIED:20191111T010124Z
LOCATION:Workshop room on 2nd floor - Juspay Technologies Private Limited\
 nBangalore\nIN
ORGANIZER;CN="Anthill Inside":MAILTO:no-reply@hasgeek.com
BEGIN:VALARM
ACTION:display
DESCRIPTION:Q&A session in Workshop room on 2nd floor in 5 minutes
TRIGGER:-PT5M
END:VALARM
END:VEVENT
BEGIN:VEVENT
SUMMARY:ML testing horizon
DTSTART:20191130T065500Z
DTEND:20191130T074500Z
DTSTAMP:20260421T175325Z
UID:session/XiUcDk86oJ4GzF4aZKPzgb@hasgeek.com
SEQUENCE:1
CREATED:20191111T010221Z
DESCRIPTION:This session will cover: \n\n1. Best practices for ML testing\
 n2. Research challenges\n3. Open problems\n4. Potential future work\n5. Re
 levant resources\n
GEO:12.9400559;77.6229137
LAST-MODIFIED:20230108T103046Z
LOCATION:Workshop room on 2nd floor - Juspay Technologies Private Limited\
 nBangalore\nIN
ORGANIZER;CN="Anthill Inside":MAILTO:no-reply@hasgeek.com
BEGIN:VALARM
ACTION:display
DESCRIPTION:ML testing horizon in Workshop room on 2nd floor in 5 minutes
TRIGGER:-PT5M
END:VALARM
END:VEVENT
BEGIN:VEVENT
SUMMARY:Q&A session
DTSTART:20191130T074500Z
DTEND:20191130T080000Z
DTSTAMP:20260421T175325Z
UID:session/3TacafDS66ZfJiLM9nyWeg@hasgeek.com
SEQUENCE:0
CREATED:20191111T010242Z
DESCRIPTION:\n
GEO:12.9400559;77.6229137
LAST-MODIFIED:20191111T010248Z
LOCATION:Workshop room on 2nd floor - Juspay Technologies Private Limited\
 nBangalore\nIN
ORGANIZER;CN="Anthill Inside":MAILTO:no-reply@hasgeek.com
BEGIN:VALARM
ACTION:display
DESCRIPTION:Q&A session in Workshop room on 2nd floor in 5 minutes
TRIGGER:-PT5M
END:VALARM
END:VEVENT
BEGIN:VEVENT
SUMMARY:Lunch break
DTSTART:20191130T080000Z
DTEND:20191130T084500Z
DTSTAMP:20260421T175325Z
UID:session/REK9XhcgzTNSRzHu2npFPB@hasgeek.com
SEQUENCE:0
CREATED:20191111T010259Z
DESCRIPTION:\n
GEO:12.9400559;77.6229137
LAST-MODIFIED:20191111T010403Z
LOCATION:Workshop room on 2nd floor - Juspay Technologies Private Limited\
 nBangalore\nIN
ORGANIZER;CN="Anthill Inside":MAILTO:no-reply@hasgeek.com
BEGIN:VALARM
ACTION:display
DESCRIPTION:Lunch break in Workshop room on 2nd floor in 5 minutes
TRIGGER:-PT5M
END:VALARM
END:VEVENT
BEGIN:VEVENT
SUMMARY:Hands-on exercises
DTSTART:20191130T084500Z
DTEND:20191130T094500Z
DTSTAMP:20260421T175325Z
UID:session/4zHfcmB6nuYYFg5a6JEYC8@hasgeek.com
SEQUENCE:1
CREATED:20191111T010344Z
DESCRIPTION:This session will cover:\n\n1. Testing intent classification f
 or chatbots\n2. Bias detection and fairness testing using opensource tools
 \n
GEO:12.9400559;77.6229137
LAST-MODIFIED:20230108T103046Z
LOCATION:Workshop room on 2nd floor - Juspay Technologies Private Limited\
 nBangalore\nIN
ORGANIZER;CN="Anthill Inside":MAILTO:no-reply@hasgeek.com
BEGIN:VALARM
ACTION:display
DESCRIPTION:Hands-on exercises in Workshop room on 2nd floor in 5 minutes
TRIGGER:-PT5M
END:VALARM
END:VEVENT
BEGIN:VEVENT
SUMMARY:Q&A\, summary and closing
DTSTART:20191130T094500Z
DTEND:20191130T101500Z
DTSTAMP:20260421T175325Z
UID:session/RtSqf5iKhYwMVAmo1zAiMQ@hasgeek.com
SEQUENCE:0
CREATED:20191111T010418Z
DESCRIPTION:\n
GEO:12.9400559;77.6229137
LAST-MODIFIED:20191111T010425Z
LOCATION:Workshop room on 2nd floor - Juspay Technologies Private Limited\
 nBangalore\nIN
ORGANIZER;CN="Anthill Inside":MAILTO:no-reply@hasgeek.com
BEGIN:VALARM
ACTION:display
DESCRIPTION:Q&A\, summary and closing in Workshop room on 2nd floor in 5 m
 inutes
TRIGGER:-PT5M
END:VALARM
END:VEVENT
END:VCALENDAR