MUICT held a seminar on “Practical Deep Learning in R using Keras”

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MUICT held an operational seminar on “Practical Deep Learning in R using Keras” by Asst. Prof. Dr. Ananta Srisuphab and Asst. Prof. Dr. Piyanuch Silapachote, MUICT instructors, on 16-17 March 2019. The seminar was aimed to clarify data processing by using “R program”, an opensource freeware that was specifically developed for data processing. One of the benefits of the “R program” is that it is not complicated which helps the users to be able to learn how to use the program faster. Also, the program is suitable for the organization’s data processing in both the strategic aspects and data analysis.

The topics in the seminar were as follows:

  • Raw Data
  • Data Cleansing
  • Data Visualization
  • Data Wrangling
  • Data Augmentation
  • Multilayer Neural Networks
  • Deep Learning Architectures
  • Training and validation
  • Prediction and evaluation
  • A practical model with applications in real problems
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