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Women Coding Club



































       The "Step into Data Science" workshop was conducted by Women Coding

       Club of the CSE Department on 11th April, 2025, at the Smart Classroom ,

       with  30  enthusiastic  participants.  The  session  was  led  by  Dr.  V.  Angel
       Petricia, Associate Associate Professor from the Department of CSE at St.

       Joseph’s  Institute  of  Technology.  The  workshop  was  thoughtfully

       designed to introduce participants to the fundamentals of data science,

       offering a hands-on and engaging experience that covered the complete

       data science lifecycle—from data collection and cleaning to analysis and

       visualization. Attendees gained practical exposure to essential tools such

       as  Python,  Jupyter  Notebooks,  and  widely-used  libraries  including

       Pandas,  NumPy,  and  Matplotlib.  The  workshop  aimed  to  build  a  strong

       foundational  understanding  by  exploring  real-world  datasets  and

       teaching  students  how  to  uncover  insights  and  communicate  them

       effectively. Topics covered during the session included an introduction to
       data science, data handling and preparation, exploratory data analysis,

       basic data insights, and an overview of machine learning. By the end of

       the  workshop,  participants  expressed  increased  confidence  in  working

       with  data,  familiarity  with  data  science  tools,  and  a  deeper  interest  in

       pursuing  further  learning  opportunities  in  data  science,  analytics,  and

       machine learning.


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