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:20260413T063630Z UID:25B2F85A-B365-47D7-9167-50A19868DC0B DTSTART;TZID=Asia/Kolkata:20260411T160000 DTEND;TZID=Asia/Kolkata:20260411T173000 DESCRIPTION:From Raw Data to Real Impact – A Data Scientist's Take on Sma rt Decisions\n\nAn online webinar on “From Raw Data to Real Impact” is organized to help students bridge the gap between basic awareness of mach ine learning and practical understanding of real-world applications. The s ession is delivered by Mr. Dhruvkumar R. Patel\, Data Scientist.\n\nThe se ssion is specifically designed for students who find themselves somewhere between “I’ve heard of machine learning” and “I could never do tha t.” It aims to simplify concepts and provide a structured\, step-by-step understanding of how machine learning works in real scenarios.\n\nDuring the webinar\, a real-world problem is taken and explored through the lens of a data scientist. Participants follow the complete journey - from raw d ata to meaningful outcomes - gaining clarity on each stage of the process. \n\nBy the end of the session\, students not only see a working solution b ut also understand how it is built\, thereby strengthening their confidenc e and interest in the field of data science and machine learning.\n\nKey T akeaways:\n\n- Understanding the end-to-end workflow of a data science pro blem\n- Practical exposure to real-world machine learning applications\n- Step-by-step breakdown of problem-solving approach\n- Increased confidence in exploring data science concepts\n\nOrganised By:\n\n- IEEE Student Bra nch\, Kadi Sarva Vishwavidyalaya\n- IEEE Gujarat Section\n\nDate: 11th Apr il 2026\nTime: 4:00 PM to 5:30 PM (IST)\nMode: Online Webinar\n\n[From Raw Data to Real Impact Webinar Poster]\n\nSpeaker(s): \, Mr. Dhruvkumar R. P atel\n\nAgenda: \nAgenda\n\n- Participant login and session initiation\n- Welcome address and introduction of the speaker\n- Overview of data scienc e and machine learning concepts\n- Understanding a real-world problem stat ement\n- Step-by-step walkthrough of the data science workflow\n- Data pre processing\, modeling\, and interpretation of results\n- Insights into rea l-world applications and decision-making\n- Interactive question and answe r session\n- Conclusion and vote of thanks\n\nVirtual: https://events.vtoo ls.ieee.org/m/553800 LOCATION:Virtual: https://events.vtools.ieee.org/m/553800 ORGANIZER:ieeeksv@ksv.ac.in SEQUENCE:31 SUMMARY:From Raw Data to Real Impact: A Data Scientist's Take on Smart Deci sions with Machine Learning URL;VALUE=URI:https://events.vtools.ieee.org/m/553800 X-ALT-DESC:Description: <br /><h2>From Raw Data to Real Impact &ndash\; A D ata Scientist's Take on Smart Decisions</h2>\n<div style="display: flex\; flex-wrap: wrap\;"><!-- Left Column: Text -->\n<div style="flex: 1 1 60%\; padding-right: 20px\; text-align: justify\; min-width: 280px\;">\n<p>An o nline webinar on <strong>&ldquo\;From Raw Data to Real Impact&rdquo\;</str ong> is organized to help students bridge the gap between basic awareness of machine learning and practical understanding of real-world applications . The session is delivered by <strong>Mr. Dhruvkumar R. Patel</strong>\, D ata Scientist.</p>\n<p>The session is specifically designed for students w ho find themselves somewhere between &ldquo\;I&rsquo\;ve heard of machine learning&rdquo\; and &ldquo\;I could never do that.&rdquo\; It aims to sim plify concepts and provide a structured\, step-by-step understanding of ho w machine learning works in real scenarios.</p>\n<p>During the webinar\, a real-world problem is taken and explored through the lens of a data scien tist. Participants follow the complete journey - from raw data to meaningf ul outcomes - gaining clarity on each stage of the process.</p>\n<p>By the end of the session\, students not only see a working solution but also un derstand how it is built\, thereby strengthening their confidence and inte rest in the field of data science and machine learning.</p>\n<p><strong>Ke y Takeaways:</strong></p>\n<ul style="margin-top: 0\;">\n<li>Understanding the end-to-end workflow of a data science problem</li>\n<li>Practical exp osure to real-world machine learning applications</li>\n<li>Step-by-step b reakdown of problem-solving approach</li>\n<li>Increased confidence in exp loring data science concepts</li>\n</ul>\n<p><strong>Organised By:</strong ></p>\n<ul style="margin-top: 0\;">\n<li>IEEE Student Branch\, Kadi Sarva Vishwavidyalaya</li>\n<li>IEEE Gujarat Section</li>\n</ul>\n<p><strong>Dat e:</strong> 11<sup>th</sup> April 2026<br><strong>Time:</strong> 4:00 PM t o 5:30 PM (IST)<br><strong>Mode:</strong> Online Webinar</p>\n</div>\n<!-- Right Column: Image -->\n<div style="flex: 1 1 35%\; min-width: 240px\;"> <img style="width: 100%\; border-radius: 8px\;" src="https://vtools.vtools .ieee.org/vtools_ui/media/display/25dd04e1-c0c7-4523-a276-b5bb2e01e103" al t="From Raw Data to Real Impact Webinar Poster"></div>\n</div><br /><br /> Agenda: <br /><h3>Agenda</h3>\n<ul style="text-align: justify\;">\n<li>Par ticipant login and session initiation</li>\n<li>Welcome address and introd uction of the speaker</li>\n<li>Overview of data science and machine learn ing concepts</li>\n<li>Understanding a real-world problem statement</li>\n <li>Step-by-step walkthrough of the data science workflow</li>\n<li>Data p reprocessing\, modeling\, and interpretation of results</li>\n<li>Insights into real-world applications and decision-making</li>\n<li>Interactive qu estion and answer session</li>\n<li>Conclusion and vote of thanks</li>\n</ ul> END:VEVENT END:VCALENDAR