{"id":143013,"date":"2021-11-11T09:25:58","date_gmt":"2021-11-11T09:25:58","guid":{"rendered":"https:\/\/devopspro.lt\/?page_id=143013"},"modified":"2022-03-08T11:45:25","modified_gmt":"2022-03-08T11:45:25","slug":"ed-shee","status":"publish","type":"page","link":"https:\/\/devopspro.lt\/ed-shee\/","title":{"rendered":"Ed Shee"},"content":{"rendered":"

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Get Your Ticket HERE<\/span><\/a><\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|desktop” next_background_color=”#1e1e1e” disabled_on=”on|off|off” _builder_version=”3.29.3″ use_background_color_gradient=”on” background_color_gradient_start=”rgba(255,255,255,0)” background_color_gradient_end=”rgba(0,0,0,0.85)” background_color_gradient_type=”radial” background_color_gradient_end_position=”75%” background_color_gradient_overlays_image=”on” background_image=”https:\/\/devopspro.lt\/wp-content\/uploads\/2018\/11\/other_header-min.jpg” custom_margin=”|||” custom_margin_tablet=”|0px||0px” custom_margin_phone=”” custom_margin_last_edited=”on|desktop” custom_padding=”50px||50px||true|false” custom_padding_tablet=”35px||35px|0px|true|false” custom_padding_phone=”40px||40px||true|false” top_divider_color=”#00112b” top_divider_height=”163px” top_divider_flip=”vertical” bottom_divider_style=”asymmetric2″ bottom_divider_height=”90px” bottom_divider_flip=”horizontal” global_module=”138112″ saved_tabs=”all”][et_pb_row _builder_version=”3.29.3″][et_pb_column type=”4_4″ _builder_version=”3.29.3″][et_pb_text _builder_version=”4.9.10″ header_font=”Exo 2|800|||||||” header_text_color=”#ffffff” header_font_size=”40px” custom_margin=”||0px||false|false”]<\/p>\n

DevOps Pro Europe 2022<\/span><\/h1>\n

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May 30 – June 3<\/p>\n<\/div>\n

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Workshops<\/p>\n<\/div>\n

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Online<\/p>\n<\/div>\n<\/div>\n

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May 24 – 26<\/p>\n<\/div>\n

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Conference<\/p>\n<\/div>\n

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Vilnius and Online<\/p>\n<\/div>\n<\/div>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ custom_padding_last_edited=”on|tablet” _builder_version=”3.29.3″ background_color=”#1e1e1e” custom_padding=”30px|||||” custom_padding_tablet=”30px||||false|false” custom_padding_phone=”0px||||false|false”][et_pb_row column_structure=”2_5,3_5″ _builder_version=”4.4.2″ background_color=”#000000″ width_tablet=”100%” width_phone=”” width_last_edited=”on|tablet” max_width=”850px” custom_padding=”0px|0px|0px|0px|false|true”][et_pb_column type=”2_5″ _builder_version=”3.29.3″][et_pb_image src=”https:\/\/devopspro.lt\/wp-content\/uploads\/2021\/11\/devops_speaker_Ed-Shee_yellow-2-1.png” title_text=”DO_speaker_Dotan_Horovits_500x500″ align=”center” _builder_version=”4.9.10″ max_width=”85%” custom_padding=”||0px||false|false”][\/et_pb_image][\/et_pb_column][et_pb_column type=”3_5″ _builder_version=”3.29.3″][et_pb_text _builder_version=”4.9.10″ header_text_color=”#fcb814″ custom_margin=”35px|||||” custom_margin_tablet=”” custom_margin_phone=”0px||5px||false|false” custom_margin_last_edited=”on|phone” animation_style=”fade” header_text_align_tablet=”” header_text_align_phone=”center” header_text_align_last_edited=”on|phone”]<\/p>\n

Ed Shee<\/h1>\n

[\/et_pb_text][et_pb_text _builder_version=”4.9.10″ text_text_color=”#ffffff” text_font_size=”16px” custom_padding=”||12px|||” animation_style=”fade” animation_delay=”50ms” text_orientation_tablet=”” text_orientation_phone=”center” text_orientation_last_edited=”on|phone”]Positon:\u00a0<\/strong>Head of Developer Relations<\/p>\n

Company:\u00a0<\/span><\/strong>Seldon<\/p>\n

Country:\u00a0<\/span><\/strong>UK<\/span>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row custom_padding_last_edited=”on|tablet” _builder_version=”4.0.9″ background_color=”#2b2b2b” width_tablet=”100%” width_phone=”” width_last_edited=”on|tablet” max_width=”850px” max_width_tablet=”850px” max_width_phone=”” max_width_last_edited=”on|tablet” custom_padding=”30px|46px|30px|46px|false|true” custom_padding_tablet=”|30px||30px|true|true” custom_padding_phone=”|20px||20px|false|true” border_radii=”off|||3px|3px”][et_pb_column type=”4_4″ _builder_version=”3.29.3″][et_pb_text _builder_version=”4.0.9″ text_font=”|600|||||||” text_text_color=”#ffffff” text_font_size=”22px” header_font=”|600|||||||” header_text_align=”left” header_text_color=”#002258″ custom_margin=”||5px|0px” custom_padding=”10px|||” animation_style=”fade” animation_delay=”100ms”]<\/p>\n

Biography<\/p>\n

[\/et_pb_text][et_pb_divider divider_weight=”3px” _builder_version=”3.15″ height=”5px” custom_margin=”0px||0px|” custom_padding=”0px||0px|”][\/et_pb_divider][et_pb_text _builder_version=”4.9.10″ text_font=”||||||||” text_text_color=”#ffffff” text_font_size=”16px” custom_padding=”15px|||” animation_style=”fade” animation_delay=”150ms”]<\/p>\n

Ed is an innovative developer, creative technologist, and machine learning enthusiast. He comes from a background in computational modeling and cloud-native deployments and now works at Seldon, helping developers do machine learning in production. He also runs the MLOps London community and co-organizes Tech Ethics London.<\/p>\n

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Talk<\/p>\n

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Tackling the Massive Complexity of Production Machine Learning<\/h1>\n

[\/et_pb_text][et_pb_divider divider_weight=”3px” _builder_version=”3.15″ height=”5px” custom_margin=”0px||0px|” custom_padding=”0px||0px|”][\/et_pb_divider][et_pb_text _builder_version=”4.9.10″ text_font=”||||||||” text_text_color=”#ffffff” text_font_size=”16px” custom_padding=”15px|||” animation_style=”fade” animation_delay=”150ms”]<\/p>\n

As an early Machine Learning practitioner working with a small number of models it was easy to think that wrapping a model in an API was all that was needed. Since then, having worked with customers that deploy thousands of models at scale, Ed has realized quite how naive that worldview was. The road to MLOps best practice is long, hard and poorly defined\u2026 In this talk, Ed will cover the mistakes has made, what he has learned along the way, and how DevOps principles are bleeding over into the field of ML.<\/p>\n

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Session Keywords<\/p>\n

[\/et_pb_text][et_pb_divider divider_weight=”3px” _builder_version=”3.15″ height=”5px” custom_margin=”0px||0px|” custom_padding=”0px||0px|”][\/et_pb_divider][et_pb_code _builder_version=”4.9.10″ animation_style=”fade” animation_delay=”100ms”]<\/p>\n

<\/p>\n
🔑<\/span> Kubernetes <\/div>\n

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🔑<\/span> Machine Learning <\/div>\n

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Get Your Ticket HEREDevOps Pro Europe 2022 May 30 – June 3 Workshops Online May 24 – 26 Conference Vilnius and Online Ed SheePositon:\u00a0Head of Developer Relations Company:\u00a0Seldon Country:\u00a0UKBiographyEd is an innovative developer, creative technologist, and machine learning enthusiast. He comes from a background in computational modeling and cloud-native deployments and now works at Seldon, […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":""},"yoast_head":"\nEd Shee - DevOps Pro Europe<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/devopspro.lt\/ed-shee\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ed Shee - DevOps Pro Europe\" \/>\n<meta property=\"og:description\" content=\"Get Your Ticket HEREDevOps Pro Europe 2022 May 30 - June 3 Workshops Online May 24 - 26 Conference Vilnius and Online Ed SheePositon:\u00a0Head of Developer Relations Company:\u00a0Seldon Country:\u00a0UKBiographyEd is an innovative developer, creative technologist, and machine learning enthusiast. 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