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Past Events

STTP on Artificial Intelligence and Machine Learning

event
Organizers
Faculty of Computer Applications
Participants
35+
Contact No.
Start Date
06/01/2020 10:00 AM
End Date
11/01/2020 04:00 PM
Venue
Acharya Motibhai Patel Institute of Computer Studies
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Description

The main objective of this one week national short term training program is to provide an opportunity for participants to enrich their knowledge and skill in developing various solutions for solving engineering problems in the society. This STTP serve as a platform for research scholars, faculty, engineers and students to interact on cutting edge technologies. This training provide the hands on training in understanding the concepts in AI & ML using python. At the end of the workshop, participants should be able to: Get hands - on practice that will develop an understanding of the way AI & ML works; What machine leaning is and how it is related to statistics and data analysis; How machine learning uses computer algorithms to search for patterns in data; How to use data patterns to make decision and predictions with real-world examples; How to uncover hidden themes in large collections of documents using topic modelling; How to prepare data, deal with missing data and create custom data analysis solutions for different industries.

The first day session covered following topics (with case studies and practical examples):
Theory: Introduction of AI:

  • Introduction of Artificial Intelligence
  • Typical Applications
  • Keras API.
  • Types of Learning: Supervised, Unsupervised and Reinforcement learning.
  • Artificial Neural Networks(ANNs): Concept, Feed Forward Neural Networks and Back