BEGIN:VCALENDAR
VERSION:2.0
PRODID:IEEE vTools.Events//EN
CALSCALE:GREGORIAN
BEGIN:VTIMEZONE
TZID:Asia/Calcutta
BEGIN:STANDARD
DTSTART:19451014T230000
TZOFFSETFROM:+0630
TZOFFSETTO:+0530
TZNAME:IST
END:STANDARD
END:VTIMEZONE
BEGIN:VEVENT
DTSTAMP:20200704T141246Z
UID:9339063C-1A0D-4FBC-A18D-45E4EF40DE5D
DTSTART;TZID=Asia/Calcutta:20200704T140000
DTEND;TZID=Asia/Calcutta:20200704T153000
DESCRIPTION:- The speaker started the session with a few personal experienc
 es that he has had with Machine Learning like Credit Card Fraud Identifica
 tion\, Restaurant Recommendations and Offers etc.\n- He later discussed as
  to how we apply Machine Learning using: Clustering\, Classification and R
 ecommendation. And also discussed the applications of each method.\n- He w
 ent on to list the cases where “Failures” of Machine Learning were enc
 ountered like the Amazon Candidate Interview Program that was trained in a
  biased way and a recent university study that stated the Google displayed
  Ads in a way that discriminated the users based on gender.\n- The Machine
  Learning process was put forth in four simple steps namely Feature (Engin
 eering)\, Learning (Training)\, Evaluation (Metrics) and Deployment (Servi
 ng). Each of these steps was explained in detail.\n- The speaker also revi
 ewed the concepts of Deep Learning and The Deep Revolution and the new adv
 ances in the field of artificial intelligence.\n- The speaker identified a
 nd explained some of the queries that Machine Learning gives rise to like 
 the generation of new content using Metadata\, Positioning of Ads at the r
 ight time and the Prediction of Human Response.\n-\n\nSpeaker(s): Mr Bala 
 Prasad Peddigari\, \n\nAgenda: \nThe session was organized with an intent 
 to familiarize the students with the Applications of Machine Learning in R
 eal-life situations. The usage of Machine Learning in our day to day activ
 ities and the Application of Machine Learning concepts like Clustering and
  Classification in practical scenarios were to be discussed.\n\nHyderabad\
 , Andhra Pradesh\, India
LOCATION:Hyderabad\, Andhra Pradesh\, India
ORGANIZER:tharunkumar@ieee.org
SEQUENCE:1
SUMMARY:A talk on &quot;Applications of Machine Learning&quot;
URL;VALUE=URI:https://events.vtools.ieee.org/m/234691
X-ALT-DESC:Description: &lt;br /&gt;&lt;ul&gt;\n&lt;li&gt;&lt;span style=&quot;font-size: 12pt\;&quot;&gt;The
  speaker started the session with a few personal experiences that he has h
 ad with Machine Learning like Credit Card Fraud Identification\, Restauran
 t Recommendations and Offers etc.&lt;/span&gt;&lt;/li&gt;\n&lt;li&gt;&lt;span style=&quot;font-size:
  12pt\;&quot;&gt;He later discussed as to how we apply Machine Learning using: Clu
 stering\, Classification and Recommendation. And also discussed the applic
 ations of each method.&lt;/span&gt;&lt;/li&gt;\n&lt;li&gt;&lt;span style=&quot;font-size: 12pt\;&quot;&gt;He
  went on to list the cases where &amp;ldquo\;Failures&amp;rdquo\; of Machine Learn
 ing were encountered like the Amazon Candidate Interview Program that was 
 trained in a biased way and a recent university study that stated the Goog
 le displayed Ads in a way that discriminated the users based on gender.&lt;/s
 pan&gt;&lt;/li&gt;\n&lt;li&gt;&lt;span style=&quot;font-size: 12pt\;&quot;&gt;The Machine Learning proces
 s was put forth in four simple steps namely Feature (Engineering)\, Learni
 ng (Training)\, Evaluation (Metrics) and Deployment (Serving). Each of the
 se steps was explained in detail.&lt;/span&gt;&lt;/li&gt;\n&lt;li&gt;&lt;span style=&quot;font-size:
  12pt\;&quot;&gt;The speaker also reviewed the concepts of Deep Learning and The D
 eep Revolution and the new advances in the field of artificial intelligenc
 e.&lt;/span&gt;&lt;/li&gt;\n&lt;li&gt;&lt;span style=&quot;font-size: 12pt\;&quot;&gt;The speaker identified
  and explained some of the queries that Machine Learning gives rise to lik
 e the generation of new content using Metadata\, Positioning of Ads at the
  right time and the Prediction of Human Response.&lt;/span&gt;&lt;/li&gt;\n&lt;li&gt;&lt;/li&gt;\n
 &lt;/ul&gt;&lt;br /&gt;&lt;br /&gt;Agenda: &lt;br /&gt;&lt;p style=&quot;margin: 0cm\; margin-bottom: .000
 1pt\; text-align: justify\;&quot;&gt;&lt;span style=&quot;font-size: 12pt\; color: #0e101a
 \;&quot;&gt;The session was organized with an intent to familiarize the students w
 ith the Applications of Machine Learning in Real-life situations. The usag
 e of Machine Learning in our day to day activities and the Application of 
 Machine Learning concepts like Clustering and Classification in practical 
 scenarios were to be discussed.&lt;/span&gt;&lt;/p&gt;
END:VEVENT
END:VCALENDAR