Feature Store Summit - The SAME Project: A Cloud Native Approach to Reproducible Machine Learning

schedule

Wednesday, October 13, 12:55pm - 1:25pm (EDT)

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24h

  • (GMT-11:00)Pacific, Midway
  • (GMT-11:00)Pacific, Niue
  • (GMT-11:00)Pacific, Pago Pago
  • (GMT-10:00)America, Adak
  • (GMT-10:00)Pacific, Honolulu
  • (GMT-10:00)Pacific, Rarotonga
  • (GMT-10:00)Pacific, Tahiti
  • (GMT-09:30)Pacific, Marquesas
  • (GMT-09:00)America, Anchorage
  • (GMT-09:00)America, Juneau
  • (GMT-09:00)America, Metlakatla
  • (GMT-09:00)America, Nome
  • (GMT-09:00)America, Sitka
  • (GMT-09:00)America, Yakutat
  • (GMT-09:00)Pacific, Gambier
  • (GMT-08:00)America, Los Angeles
  • (GMT-08:00)America, Tijuana
  • (GMT-08:00)America, Vancouver
  • (GMT-08:00)Pacific, Pitcairn
  • (GMT-07:00)America, Boise
  • (GMT-07:00)America, Cambridge Bay
  • (GMT-07:00)America, Chihuahua
  • (GMT-07:00)America, Creston
  • (GMT-07:00)America, Dawson
  • (GMT-07:00)America, Dawson Creek
  • (GMT-07:00)America, Denver
  • (GMT-07:00)America, Edmonton
  • (GMT-07:00)America, Fort Nelson
  • (GMT-07:00)America, Hermosillo
  • (GMT-07:00)America, Inuvik
  • (GMT-07:00)America, Mazatlan
  • (GMT-07:00)America, Ojinaga
  • (GMT-07:00)America, Phoenix
  • (GMT-07:00)America, Whitehorse
  • (GMT-07:00)America, Yellowknife
  • (GMT-06:00)America, Bahia Banderas
  • (GMT-06:00)America, Belize
  • (GMT-06:00)America, Chicago
  • (GMT-06:00)America, Costa Rica
  • (GMT-06:00)America, El Salvador
  • (GMT-06:00)America, Guatemala
  • (GMT-06:00)America, Indiana, Knox
  • (GMT-06:00)America, Indiana, Tell City
  • (GMT-06:00)America, Managua
  • (GMT-06:00)America, Matamoros
  • (GMT-06:00)America, Menominee
  • (GMT-06:00)America, Merida
  • (GMT-06:00)America, Mexico City
  • (GMT-06:00)America, Monterrey
  • (GMT-06:00)America, North Dakota, Beulah
  • (GMT-06:00)America, North Dakota, Center
  • (GMT-06:00)America, North Dakota, New Salem
  • (GMT-06:00)America, Rainy River
  • (GMT-06:00)America, Rankin Inlet
  • (GMT-06:00)America, Regina
  • (GMT-06:00)America, Resolute
  • (GMT-06:00)America, Swift Current
  • (GMT-06:00)America, Tegucigalpa
  • (GMT-06:00)America, Winnipeg
  • (GMT-06:00)Pacific, Galapagos
  • (GMT-05:00)America, Atikokan
  • (GMT-05:00)America, Bogota
  • (GMT-05:00)America, Cancun
  • (GMT-05:00)America, Cayman
  • (GMT-05:00)America, Detroit
  • (GMT-05:00)America, Eirunepe
  • (GMT-05:00)America, Grand Turk
  • (GMT-05:00)America, Guayaquil
  • (GMT-05:00)America, Havana
  • (GMT-05:00)America, Indiana, Indianapolis
  • (GMT-05:00)America, Indiana, Marengo
  • (GMT-05:00)America, Indiana, Petersburg
  • (GMT-05:00)America, Indiana, Vevay
  • (GMT-05:00)America, Indiana, Vincennes
  • (GMT-05:00)America, Indiana, Winamac
  • (GMT-05:00)America, Iqaluit
  • (GMT-05:00)America, Jamaica
  • (GMT-05:00)America, Kentucky, Louisville
  • (GMT-05:00)America, Kentucky, Monticello
  • (GMT-05:00)America, Lima
  • (GMT-05:00)America, Nassau
  • (GMT-05:00)America, New York
  • (GMT-05:00)America, Nipigon
  • (GMT-05:00)America, Panama
  • (GMT-05:00)America, Pangnirtung
  • (GMT-05:00)America, Port-au-Prince
  • (GMT-05:00)America, Rio Branco
  • (GMT-05:00)America, Thunder Bay
  • (GMT-05:00)America, Toronto
  • (GMT-05:00)Pacific, Easter
  • (GMT-04:00)America, Anguilla
  • (GMT-04:00)America, Antigua
  • (GMT-04:00)America, Aruba
  • (GMT-04:00)America, Barbados
  • (GMT-04:00)America, Blanc-Sablon
  • (GMT-04:00)America, Boa Vista
  • (GMT-04:00)America, Campo Grande
  • (GMT-04:00)America, Caracas
  • (GMT-04:00)America, Cuiaba
  • (GMT-04:00)America, Curacao
  • (GMT-04:00)America, Dominica
  • (GMT-04:00)America, Glace Bay
  • (GMT-04:00)America, Goose Bay
  • (GMT-04:00)America, Grenada
  • (GMT-04:00)America, Guadeloupe
  • (GMT-04:00)America, Guyana
  • (GMT-04:00)America, Halifax
  • (GMT-04:00)America, Kralendijk
  • (GMT-04:00)America, La Paz
  • (GMT-04:00)America, Lower Princes
  • (GMT-04:00)America, Manaus
  • (GMT-04:00)America, Marigot
  • (GMT-04:00)America, Martinique
  • (GMT-04:00)America, Moncton
  • (GMT-04:00)America, Montserrat
  • (GMT-04:00)America, Port of Spain
  • (GMT-04:00)America, Porto Velho
  • (GMT-04:00)America, Puerto Rico
  • (GMT-04:00)America, Santo Domingo
  • (GMT-04:00)America, St Barthelemy
  • (GMT-04:00)America, St Kitts
  • (GMT-04:00)America, St Lucia
  • (GMT-04:00)America, St Thomas
  • (GMT-04:00)America, St Vincent
  • (GMT-04:00)America, Thule
  • (GMT-04:00)America, Tortola
  • (GMT-04:00)Atlantic, Bermuda
  • (GMT-03:30)America, St Johns
  • (GMT-03:00)America, Araguaina
  • (GMT-03:00)America, Argentina, Buenos Aires
  • (GMT-03:00)America, Argentina, Catamarca
  • (GMT-03:00)America, Argentina, Cordoba
  • (GMT-03:00)America, Argentina, Jujuy
  • (GMT-03:00)America, Argentina, La Rioja
  • (GMT-03:00)America, Argentina, Mendoza
  • (GMT-03:00)America, Argentina, Rio Gallegos
  • (GMT-03:00)America, Argentina, Salta
  • (GMT-03:00)America, Argentina, San Juan
  • (GMT-03:00)America, Argentina, San Luis
  • (GMT-03:00)America, Argentina, Tucuman
  • (GMT-03:00)America, Argentina, Ushuaia
  • (GMT-03:00)America, Asuncion
  • (GMT-03:00)America, Bahia
  • (GMT-03:00)America, Belem
  • (GMT-03:00)America, Cayenne
  • (GMT-03:00)America, Fortaleza
  • (GMT-03:00)America, Maceio
  • (GMT-03:00)America, Miquelon
  • (GMT-03:00)America, Montevideo
  • (GMT-03:00)America, Nuuk
  • (GMT-03:00)America, Paramaribo
  • (GMT-03:00)America, Punta Arenas
  • (GMT-03:00)America, Recife
  • (GMT-03:00)America, Santarem
  • (GMT-03:00)America, Santiago
  • (GMT-03:00)America, Sao Paulo
  • (GMT-03:00)Antarctica, Palmer
  • (GMT-03:00)Antarctica, Rothera
  • (GMT-03:00)Atlantic, Stanley
  • (GMT-02:00)America, Noronha
  • (GMT-02:00)Atlantic, South Georgia
  • (GMT-01:00)America, Scoresbysund
  • (GMT-01:00)Atlantic, Azores
  • (GMT-01:00)Atlantic, Cape Verde
  • (GMT+00:00)Africa, Abidjan
  • (GMT+00:00)Africa, Accra
  • (GMT+00:00)Africa, Bamako
  • (GMT+00:00)Africa, Banjul
  • (GMT+00:00)Africa, Bissau
  • (GMT+00:00)Africa, Conakry
  • (GMT+00:00)Africa, Dakar
  • (GMT+00:00)Africa, Freetown
  • (GMT+00:00)Africa, Lome
  • (GMT+00:00)Africa, Monrovia
  • (GMT+00:00)Africa, Nouakchott
  • (GMT+00:00)Africa, Ouagadougou
  • (GMT+00:00)Africa, Sao Tome
  • (GMT+00:00)America, Danmarkshavn
  • (GMT+00:00)Antarctica, Troll
  • (GMT+00:00)Atlantic, Canary
  • (GMT+00:00)Atlantic, Faroe
  • (GMT+00:00)Atlantic, Madeira
  • (GMT+00:00)Atlantic, Reykjavik
  • (GMT+00:00)Atlantic, St Helena
  • (GMT+00:00)Europe, Dublin
  • (GMT+00:00)Europe, Guernsey
  • (GMT+00:00)Europe, Isle of Man
  • (GMT+00:00)Europe, Jersey
  • (GMT+00:00)Europe, Lisbon
  • (GMT+00:00)Europe, London
  • (GMT+00:00)UTC
  • (GMT+01:00)Africa, Algiers
  • (GMT+01:00)Africa, Bangui
  • (GMT+01:00)Africa, Brazzaville
  • (GMT+01:00)Africa, Casablanca
  • (GMT+01:00)Africa, Ceuta
  • (GMT+01:00)Africa, Douala
  • (GMT+01:00)Africa, El Aaiun
  • (GMT+01:00)Africa, Kinshasa
  • (GMT+01:00)Africa, Lagos
  • (GMT+01:00)Africa, Libreville
  • (GMT+01:00)Africa, Luanda
  • (GMT+01:00)Africa, Malabo
  • (GMT+01:00)Africa, Ndjamena
  • (GMT+01:00)Africa, Niamey
  • (GMT+01:00)Africa, Porto-Novo
  • (GMT+01:00)Africa, Tunis
  • (GMT+01:00)Arctic, Longyearbyen
  • (GMT+01:00)Europe, Amsterdam
  • (GMT+01:00)Europe, Andorra
  • (GMT+01:00)Europe, Belgrade
  • (GMT+01:00)Europe, Berlin
  • (GMT+01:00)Europe, Bratislava
  • (GMT+01:00)Europe, Brussels
  • (GMT+01:00)Europe, Budapest
  • (GMT+01:00)Europe, Busingen
  • (GMT+01:00)Europe, Copenhagen
  • (GMT+01:00)Europe, Gibraltar
  • (GMT+01:00)Europe, Ljubljana
  • (GMT+01:00)Europe, Luxembourg
  • (GMT+01:00)Europe, Madrid
  • (GMT+01:00)Europe, Malta
  • (GMT+01:00)Europe, Monaco
  • (GMT+01:00)Europe, Oslo
  • (GMT+01:00)Europe, Paris
  • (GMT+01:00)Europe, Podgorica
  • (GMT+01:00)Europe, Prague
  • (GMT+01:00)Europe, Rome
  • (GMT+01:00)Europe, San Marino
  • (GMT+01:00)Europe, Sarajevo
  • (GMT+01:00)Europe, Skopje
  • (GMT+01:00)Europe, Stockholm
  • (GMT+01:00)Europe, Tirane
  • (GMT+01:00)Europe, Vaduz
  • (GMT+01:00)Europe, Vatican
  • (GMT+01:00)Europe, Vienna
  • (GMT+01:00)Europe, Warsaw
  • (GMT+01:00)Europe, Zagreb
  • (GMT+01:00)Europe, Zurich
  • (GMT+02:00)Africa, Blantyre
  • (GMT+02:00)Africa, Bujumbura
  • (GMT+02:00)Africa, Cairo
  • (GMT+02:00)Africa, Gaborone
  • (GMT+02:00)Africa, Harare
  • (GMT+02:00)Africa, Johannesburg
  • (GMT+02:00)Africa, Khartoum
  • (GMT+02:00)Africa, Kigali
  • (GMT+02:00)Africa, Lubumbashi
  • (GMT+02:00)Africa, Lusaka
  • (GMT+02:00)Africa, Maputo
  • (GMT+02:00)Africa, Maseru
  • (GMT+02:00)Africa, Mbabane
  • (GMT+02:00)Africa, Tripoli
  • (GMT+02:00)Africa, Windhoek
  • (GMT+02:00)Asia, Amman
  • (GMT+02:00)Asia, Beirut
  • (GMT+02:00)Asia, Damascus
  • (GMT+02:00)Asia, Famagusta
  • (GMT+02:00)Asia, Gaza
  • (GMT+02:00)Asia, Hebron
  • (GMT+02:00)Asia, Jerusalem
  • (GMT+02:00)Asia, Nicosia
  • (GMT+02:00)Europe, Athens
  • (GMT+02:00)Europe, Bucharest
  • (GMT+02:00)Europe, Chisinau
  • (GMT+02:00)Europe, Helsinki
  • (GMT+02:00)Europe, Kaliningrad
  • (GMT+02:00)Europe, Kiev
  • (GMT+02:00)Europe, Mariehamn
  • (GMT+02:00)Europe, Riga
  • (GMT+02:00)Europe, Sofia
  • (GMT+02:00)Europe, Tallinn
  • (GMT+02:00)Europe, Uzhgorod
  • (GMT+02:00)Europe, Vilnius
  • (GMT+02:00)Europe, Zaporozhye
  • (GMT+03:00)Africa, Addis Ababa
  • (GMT+03:00)Africa, Asmara
  • (GMT+03:00)Africa, Dar es Salaam
  • (GMT+03:00)Africa, Djibouti
  • (GMT+03:00)Africa, Juba
  • (GMT+03:00)Africa, Kampala
  • (GMT+03:00)Africa, Mogadishu
  • (GMT+03:00)Africa, Nairobi
  • (GMT+03:00)Antarctica, Syowa
  • (GMT+03:00)Asia, Aden
  • (GMT+03:00)Asia, Baghdad
  • (GMT+03:00)Asia, Bahrain
  • (GMT+03:00)Asia, Kuwait
  • (GMT+03:00)Asia, Qatar
  • (GMT+03:00)Asia, Riyadh
  • (GMT+03:00)Europe, Istanbul
  • (GMT+03:00)Europe, Kirov
  • (GMT+03:00)Europe, Minsk
  • (GMT+03:00)Europe, Moscow
  • (GMT+03:00)Europe, Simferopol
  • (GMT+03:00)Indian, Antananarivo
  • (GMT+03:00)Indian, Comoro
  • (GMT+03:00)Indian, Mayotte
  • (GMT+03:30)Asia, Tehran
  • (GMT+04:00)Asia, Baku
  • (GMT+04:00)Asia, Dubai
  • (GMT+04:00)Asia, Muscat
  • (GMT+04:00)Asia, Tbilisi
  • (GMT+04:00)Asia, Yerevan
  • (GMT+04:00)Europe, Astrakhan
  • (GMT+04:00)Europe, Samara
  • (GMT+04:00)Europe, Saratov
  • (GMT+04:00)Europe, Ulyanovsk
  • (GMT+04:00)Europe, Volgograd
  • (GMT+04:00)Indian, Mahe
  • (GMT+04:00)Indian, Mauritius
  • (GMT+04:00)Indian, Reunion
  • (GMT+04:30)Asia, Kabul
  • (GMT+05:00)Antarctica, Mawson
  • (GMT+05:00)Asia, Aqtau
  • (GMT+05:00)Asia, Aqtobe
  • (GMT+05:00)Asia, Ashgabat
  • (GMT+05:00)Asia, Atyrau
  • (GMT+05:00)Asia, Dushanbe
  • (GMT+05:00)Asia, Karachi
  • (GMT+05:00)Asia, Oral
  • (GMT+05:00)Asia, Qyzylorda
  • (GMT+05:00)Asia, Samarkand
  • (GMT+05:00)Asia, Tashkent
  • (GMT+05:00)Asia, Yekaterinburg
  • (GMT+05:00)Indian, Kerguelen
  • (GMT+05:00)Indian, Maldives
  • (GMT+05:30)Asia, Colombo
  • (GMT+05:30)Asia, Kolkata
  • (GMT+05:45)Asia, Kathmandu
  • (GMT+06:00)Antarctica, Vostok
  • (GMT+06:00)Asia, Almaty
  • (GMT+06:00)Asia, Bishkek
  • (GMT+06:00)Asia, Dhaka
  • (GMT+06:00)Asia, Omsk
  • (GMT+06:00)Asia, Qostanay
  • (GMT+06:00)Asia, Thimphu
  • (GMT+06:00)Asia, Urumqi
  • (GMT+06:00)Indian, Chagos
  • (GMT+06:30)Asia, Yangon
  • (GMT+06:30)Indian, Cocos
  • (GMT+07:00)Antarctica, Davis
  • (GMT+07:00)Asia, Bangkok
  • (GMT+07:00)Asia, Barnaul
  • (GMT+07:00)Asia, Ho Chi Minh
  • (GMT+07:00)Asia, Hovd
  • (GMT+07:00)Asia, Jakarta
  • (GMT+07:00)Asia, Krasnoyarsk
  • (GMT+07:00)Asia, Novokuznetsk
  • (GMT+07:00)Asia, Novosibirsk
  • (GMT+07:00)Asia, Phnom Penh
  • (GMT+07:00)Asia, Pontianak
  • (GMT+07:00)Asia, Tomsk
  • (GMT+07:00)Asia, Vientiane
  • (GMT+07:00)Indian, Christmas
  • (GMT+08:00)Antarctica, Casey
  • (GMT+08:00)Asia, Brunei
  • (GMT+08:00)Asia, Choibalsan
  • (GMT+08:00)Asia, Hong Kong
  • (GMT+08:00)Asia, Irkutsk
  • (GMT+08:00)Asia, Kuala Lumpur
  • (GMT+08:00)Asia, Kuching
  • (GMT+08:00)Asia, Macau
  • (GMT+08:00)Asia, Makassar
  • (GMT+08:00)Asia, Manila
  • (GMT+08:00)Asia, Shanghai
  • (GMT+08:00)Asia, Singapore
  • (GMT+08:00)Asia, Taipei
  • (GMT+08:00)Asia, Ulaanbaatar
  • (GMT+08:00)Australia, Perth
  • (GMT+08:45)Australia, Eucla
  • (GMT+09:00)Asia, Chita
  • (GMT+09:00)Asia, Dili
  • (GMT+09:00)Asia, Jayapura
  • (GMT+09:00)Asia, Khandyga
  • (GMT+09:00)Asia, Pyongyang
  • (GMT+09:00)Asia, Seoul
  • (GMT+09:00)Asia, Tokyo
  • (GMT+09:00)Asia, Yakutsk
  • (GMT+09:00)Pacific, Palau
  • (GMT+09:30)Australia, Darwin
  • (GMT+10:00)Antarctica, DumontDUrville
  • (GMT+10:00)Asia, Ust-Nera
  • (GMT+10:00)Asia, Vladivostok
  • (GMT+10:00)Australia, Brisbane
  • (GMT+10:00)Australia, Lindeman
  • (GMT+10:00)Pacific, Chuuk
  • (GMT+10:00)Pacific, Guam
  • (GMT+10:00)Pacific, Port Moresby
  • (GMT+10:00)Pacific, Saipan
  • (GMT+10:30)Australia, Adelaide
  • (GMT+10:30)Australia, Broken Hill
  • (GMT+11:00)Antarctica, Macquarie
  • (GMT+11:00)Asia, Magadan
  • (GMT+11:00)Asia, Sakhalin
  • (GMT+11:00)Asia, Srednekolymsk
  • (GMT+11:00)Australia, Currie
  • (GMT+11:00)Australia, Hobart
  • (GMT+11:00)Australia, Lord Howe
  • (GMT+11:00)Australia, Melbourne
  • (GMT+11:00)Australia, Sydney
  • (GMT+11:00)Pacific, Bougainville
  • (GMT+11:00)Pacific, Efate
  • (GMT+11:00)Pacific, Guadalcanal
  • (GMT+11:00)Pacific, Kosrae
  • (GMT+11:00)Pacific, Noumea
  • (GMT+11:00)Pacific, Pohnpei
  • (GMT+12:00)Asia, Anadyr
  • (GMT+12:00)Asia, Kamchatka
  • (GMT+12:00)Pacific, Funafuti
  • (GMT+12:00)Pacific, Kwajalein
  • (GMT+12:00)Pacific, Majuro
  • (GMT+12:00)Pacific, Nauru
  • (GMT+12:00)Pacific, Norfolk
  • (GMT+12:00)Pacific, Tarawa
  • (GMT+12:00)Pacific, Wake
  • (GMT+12:00)Pacific, Wallis
  • (GMT+13:00)Antarctica, McMurdo
  • (GMT+13:00)Pacific, Auckland
  • (GMT+13:00)Pacific, Enderbury
  • (GMT+13:00)Pacific, Fakaofo
  • (GMT+13:00)Pacific, Fiji
  • (GMT+13:00)Pacific, Tongatapu
  • (GMT+13:45)Pacific, Chatham
  • (GMT+14:00)Pacific, Apia
  • (GMT+14:00)Pacific, Kiritimati

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    You’re going to “Feature Store Summit - The SAME Project: A Cloud Native Approach to Reproducible Machine Learning”.

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    Add to Calendar 2021/10/13 09:55:00 2021/10/13 10:25:00 America/Los_Angeles Feature Store Summit - The SAME Project: A Cloud Native Approach to Reproducible Machine Learning This presentation is part of the Feature Store Summit
    ---
    We live in a time of both feast and famine in machine learning. Large organizations are publishing state-of-the-art models at an ever-increasing rate but most data scientists still face daunting challenges to reproduce the results themselves. Even in the best cases, where a newly forked code runs without syntax errors (often not the case), this only solves a part of the problem as the pipelines used to run the models are often completely excluded.

    The Self-Assembling Machine Learning Environment (SAME) project is a new Kubernetes and Kubeflow project and community around a common goal: creating tooling that allows for quick ramp-up, seamless collaboration and efficient scaling. This talk will discuss our initial public release, done in collaboration with data scientists from across the spectrum, where we are going next and how people can use our learnings in their own practices.
    https://us02web.zoom.us/j/84897688570 false MM/DD/YYYY 30 OPAQUE apQfLtmRnzOiFbgoNmal132273

    You’re interested in “Feature Store Summit - The SAME Project: A Cloud Native Approach to Reproducible Machine Learning”.

    We've sent a confirmation email to your email address. Be sure to check your junk folder in case you haven’t received the confirmation.

    Add to Calendar 2021/10/13 09:55:00 2021/10/13 10:25:00 America/Los_Angeles Feature Store Summit - The SAME Project: A Cloud Native Approach to Reproducible Machine Learning This presentation is part of the Feature Store Summit
    ---
    We live in a time of both feast and famine in machine learning. Large organizations are publishing state-of-the-art models at an ever-increasing rate but most data scientists still face daunting challenges to reproduce the results themselves. Even in the best cases, where a newly forked code runs without syntax errors (often not the case), this only solves a part of the problem as the pipelines used to run the models are often completely excluded.

    The Self-Assembling Machine Learning Environment (SAME) project is a new Kubernetes and Kubeflow project and community around a common goal: creating tooling that allows for quick ramp-up, seamless collaboration and efficient scaling. This talk will discuss our initial public release, done in collaboration with data scientists from across the spectrum, where we are going next and how people can use our learnings in their own practices.
    https://us02web.zoom.us/j/84897688570 false MM/DD/YYYY 30 OPAQUE apQfLtmRnzOiFbgoNmal132273

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    https://us02web.zoom.us/j/84897688570

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    Featurestore.org, featurestoreorg@gmail.com