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PRODID:IEEE vTools.Events//EN
CALSCALE:GREGORIAN
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TZID:Asia/Calcutta
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DTSTART:19451014T230000
TZOFFSETFROM:+0630
TZOFFSETTO:+0530
TZNAME:IST
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BEGIN:VEVENT
DTSTAMP:20200624T033751Z
UID:AAC5C765-3FD6-453F-AA78-34B5C3DEA765
DTSTART;TZID=Asia/Calcutta:20200623T140000
DTEND;TZID=Asia/Calcutta:20200623T160000
DESCRIPTION:- Dr G. Sireesha started the lecture by introducing the student
 s to the concept of Eigen Values and Eigen Vectors and how to calculate th
 em.\n- She explained how Google’s page rank algorithm uses Eigen Vectors
  to assign ranks to webpages.\n- She then explained the importance of thes
 e topics in various engineering fields and showed us some examples like th
 e Tacoma Bridge Collapse or Designing a Car Stereo System.\n- She also exp
 lained their uses in how Netflix uses Singular Value Decomposition and the
 n handed over the lecture of Ms T. Kusuma.\n- Ms T. Kusuma then continued 
 to expand on the topic of Singular Value Decomposition.\n- She explained h
 ow to calculate it and various applications of SVD.\n- She showed us how i
 t’s used in Image Processing and Image Compression.\n\nSpeaker(s): Dr G 
 Sireesha\, Mrs T Kusuma\n\nAgenda: \nThe goal of the lecture was to famili
 arise the participants with the basic mathematical concepts frequently use
 d in the field of Machine Learning such as Eigen Values/ Eigen Vectors and
  Singular Value Decomposition and provide a strong foundation for the upco
 ming lectures.\n\nHyderabad\, Andhra Pradesh\, India
LOCATION:Hyderabad\, Andhra Pradesh\, India
ORGANIZER:tharunkumar@ieee.org
SEQUENCE:0
SUMMARY:Lecture on “Eigen Values and Eigen Vectors” &amp; “Singular Value
  Decomposition”
URL;VALUE=URI:https://events.vtools.ieee.org/m/233886
X-ALT-DESC:Description: &lt;br /&gt;&lt;ul&gt;\n&lt;li style=&quot;font-weight: 400\;&quot;&gt;&lt;span st
 yle=&quot;font-weight: 400\;&quot;&gt;Dr G. Sireesha started the lecture by introducing
  the students to the concept of Eigen Values and Eigen Vectors and how to 
 calculate them.&lt;/span&gt;&lt;/li&gt;\n&lt;li style=&quot;font-weight: 400\;&quot;&gt;&lt;span style=&quot;f
 ont-weight: 400\;&quot;&gt;She explained how Google&amp;rsquo\;s page rank algorithm u
 ses Eigen Vectors to assign ranks to webpages.&lt;/span&gt;&lt;/li&gt;\n&lt;li style=&quot;fon
 t-weight: 400\;&quot;&gt;&lt;span style=&quot;font-weight: 400\;&quot;&gt;She then explained the i
 mportance of these topics in various engineering fields and showed us some
  examples like the Tacoma Bridge Collapse or Designing a Car Stereo System
 .&lt;/span&gt;&lt;/li&gt;\n&lt;li style=&quot;font-weight: 400\;&quot;&gt;&lt;span style=&quot;font-weight: 40
 0\;&quot;&gt;She also explained their uses in how Netflix uses Singular Value Deco
 mposition and then handed over the lecture of Ms T. Kusuma.&lt;/span&gt;&lt;/li&gt;\n&lt;
 li style=&quot;font-weight: 400\;&quot;&gt;&lt;span style=&quot;font-weight: 400\;&quot;&gt;Ms T. Kusum
 a then continued to expand on the topic of Singular Value Decomposition.&lt;/
 span&gt;&lt;/li&gt;\n&lt;li style=&quot;font-weight: 400\;&quot;&gt;&lt;span style=&quot;font-weight: 400\;
 &quot;&gt;She explained how to calculate it and various applications of SVD.&lt;/span
 &gt;&lt;/li&gt;\n&lt;li style=&quot;font-weight: 400\;&quot;&gt;&lt;span style=&quot;font-weight: 400\;&quot;&gt;Sh
 e showed us how it&amp;rsquo\;s used in Image Processing and Image Compression
 .&lt;/span&gt;&lt;/li&gt;\n&lt;/ul&gt;&lt;br /&gt;&lt;br /&gt;Agenda: &lt;br /&gt;&lt;p&gt;&lt;span style=&quot;font-weight:
  400\;&quot;&gt;The goal of the lecture was to familiarise the participants with t
 he basic mathematical concepts frequently used in the field of Machine Lea
 rning such as Eigen Values/ Eigen Vectors and Singular Value Decomposition
  and provide a strong foundation for the upcoming lectures.&lt;/span&gt;&lt;/p&gt;\n&lt;p
 &gt;&lt;span style=&quot;font-weight: 400\;&quot;&gt;&amp;nbsp\;&lt;/span&gt;&lt;/p&gt;
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