BEGIN:VCALENDAR
VERSION:2.0
PRODID:IEEE vTools.Events//EN
CALSCALE:GREGORIAN
BEGIN:VTIMEZONE
TZID:Asia/Kolkata
BEGIN:STANDARD
DTSTART:19451014T230000
TZOFFSETFROM:+0630
TZOFFSETTO:+0530
TZNAME:IST
END:STANDARD
END:VTIMEZONE
BEGIN:VEVENT
DTSTAMP:20261008T092740Z
UID:33F88082-01B5-4C34-B1FA-BE29511AD1F9
DTSTART;TZID=Asia/Kolkata:20261012T090000
DTEND;TZID=Asia/Kolkata:20261012T130000
DESCRIPTION:[]The workshop will provide hands-on understanding of the follo
 wing key areas:\n\n- Introduction to MLOps – Understanding the concepts\
 , principles\, and importance of MLOps in the machine learning lifecycle.\
 n- Data and Code Versioning – Learning how to manage and track changes i
 n datasets\, code\, and machine learning projects.\n- Pipeline Development
  and Automation – Understanding the development and automation of workfl
 ows for efficient ML model development and deployment.\n- CI/CD for Machin
 e Learning – Exploring Continuous Integration and Continuous Deployment 
 practices for automating the ML development and deployment process.\n- Mod
 el Development as an AI Interface – Understanding how machine learning m
 odels can be developed and integrated as interfaces for AI-based applicati
 ons.\n- Monitoring Data Drift – Learning to identify and monitor changes
  in data distribution that may affect model performance in real-world appl
 ications.\n\nAgenda: \nThe Department of Computer Science and Applications
  and MSc Data Science proposes to organize a workshop on MLOps-Machine Lea
 rning Operations for the students of III BCA-AI ML and I and II year MSc o
 n 12-10-2026 to provide them with practical exposure to the deployment\,mo
 nitoring automation and management of Machine learning models in real worl
 d environments.\n\nThe proposed workshop will cover topic:\n\n- Introducti
 on to MLOps\n- Data and code versioning\n- Pipeline Development and Automa
 tion\n- CI/CD for ML\n- Model Development as an AI interface\n- Monitoring
  Data Drift\n\nBangalore\, Karnataka\, India
LOCATION:Bangalore\, Karnataka\, India
ORGANIZER:deepalakshmir.nmkrv@rvei.edu.in
SEQUENCE:16
SUMMARY:Workshop on MLOps-Machine Learning Operations
URL;VALUE=URI:https://events.vtools.ieee.org/m/583159
X-ALT-DESC:Description: &lt;br /&gt;&lt;p class=&quot;isSelectedEnd&quot;&gt;&lt;img src=&quot;https://ev
 ents.vtools.ieee.org/vtools_ui/media/display/e94cc4e2-1f81-41a5-b5aa-0de9e
 abcc1b1&quot; alt=&quot;&quot; width=&quot;1066&quot; height=&quot;1600&quot;&gt;The workshop will provide hands
 -on understanding of the following key areas:&lt;/p&gt;\n&lt;ol start=&quot;1&quot; data-spre
 ad=&quot;false&quot;&gt;\n&lt;li&gt;&lt;strong&gt;Introduction to MLOps&lt;/strong&gt; &amp;ndash\; Understan
 ding the concepts\, principles\, and importance of MLOps in the machine le
 arning lifecycle.&lt;/li&gt;\n&lt;li&gt;&lt;strong&gt;Data and Code Versioning&lt;/strong&gt; &amp;nda
 sh\; Learning how to manage and track changes in datasets\, code\, and mac
 hine learning projects.&lt;/li&gt;\n&lt;li&gt;&lt;strong&gt;Pipeline Development and Automat
 ion&lt;/strong&gt; &amp;ndash\; Understanding the development and automation of work
 flows for efficient ML model development and deployment.&lt;/li&gt;\n&lt;li&gt;&lt;strong
 &gt;CI/CD for Machine Learning&lt;/strong&gt; &amp;ndash\; Exploring Continuous Integra
 tion and Continuous Deployment practices for automating the ML development
  and deployment process.&lt;/li&gt;\n&lt;li&gt;&lt;strong&gt;Model Development as an AI Inte
 rface&lt;/strong&gt; &amp;ndash\; Understanding how machine learning models can be d
 eveloped and integrated as interfaces for AI-based applications.&lt;/li&gt;\n&lt;li
 &gt;&lt;strong&gt;Monitoring Data Drift&lt;/strong&gt; &amp;ndash\; Learning to identify and 
 monitor changes in data distribution that may affect model performance in 
 real-world applications.&lt;/li&gt;\n&lt;/ol&gt;&lt;br /&gt;&lt;br /&gt;Agenda: &lt;br /&gt;&lt;p&gt;The Depar
 tment of Computer Science and Applications and MSc Data Science proposes t
 o organize a workshop on MLOps-Machine Learning Operations for the student
 s of III BCA-AI ML and I and II year MSc on 12-10-2026 to provide them wit
 h practical exposure to the deployment\,monitoring automation and manageme
 nt of Machine learning models in real world environments.&lt;/p&gt;\n&lt;p&gt;The prop
 osed workshop will cover topic:&lt;/p&gt;\n&lt;ol&gt;\n&lt;li&gt;Introduction to MLOps&lt;/li&gt;\
 n&lt;li&gt;Data and code versioning&lt;/li&gt;\n&lt;li&gt;Pipeline Development and Automatio
 n&lt;/li&gt;\n&lt;li&gt;CI/CD for ML&lt;/li&gt;\n&lt;li&gt;Model Development as an AI interface&lt;/l
 i&gt;\n&lt;li&gt;Monitoring Data Drift&lt;/li&gt;\n&lt;/ol&gt;
END:VEVENT
END:VCALENDAR