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UID:eventsphere-63583@www.knowafest.com
DTSTAMP:20261008T162351Z
DTSTART:20250422T183000Z
DTEND:20250425T182959Z
SUMMARY:A Short Term Training Programme on Python for Machine Learning and 
 Deep Learning 2025
LOCATION:Mepco Schlenk Engineering College\, Sivakasi
DESCRIPTION:<p>Machine learning plays a crucial role in addressing complex 
 computer vision challenges. In turn\, many machine learning techniques hav
 e been specifically developed to enhance computer vision applications. Dee
 p learning\, in particular\, has transformed computer vision by enabling a
 lgorithms to automatically learn hierarchical representations from raw ima
 ge data. Prominent architectures like Convolutional Neural Networks (CNNs)
  have set new benchmarks in accuracy for tasks such as object recognition\
 , image segmentation\, and object detection. Despite these advancements\, 
 challenges remain\, including the need for vast amounts of labeled data an
 d enhancing model interpretability. Active research continues to address t
 hese issues while exploring new applications for deep learning in computer
  vision.<br />\nThis STTP aims to provide participants with a comprehensiv
 e introduction to machine learning and deep learning concepts from a mathe
 matically grounded perspective. Participants will explore fundamental and 
 advanced supervised learning algorithms\, including linear regression\, de
 cision trees\, k-nearest neighbors\, Bayesian learning\, and neural networ
 ks\, along with an introduction to deep learning and unsupervised clusteri
 ng algorithms. Additionally\, the STTP will focus on practical application
 s of machine learning techniques to tackle various computer vision problem
 s. This STTP also includes hands-on problem solving with programming in Py
 thon and some tutorial sessions. Eminent resource persons will be handling
  the sessions.</p>
URL:https://www.knowafest.com/a-short-term-training-programme-on-python-for
 -machine-learning-and-deep-learning-2025
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