𝓘𝓷𝓽𝓮𝓻𝓷𝓪𝓽𝓲𝓸𝓷𝓪𝓵 𝓒𝓸𝓷𝓯𝓮𝓻𝓮𝓷𝓬𝓮 𝓸𝓷 𝓦𝓮𝓫 𝓡𝓮𝓼𝓮𝓪𝓻𝓬𝓱

workshop1

Title: Instant recognition of emotions from facial expressions on smartphones using deep learning

Presenter: Omid Ghadami

Email:omidghadami1995@gmail.com

Workshop Outlines:
– Introduction to Convolutional Neural Networks, Quantization, Scaling
– Challenges
– Review of the approach on smartphone processors and Tesla T4 GPU
– Data loading, preprocessing, and training in TensorFlow
– Quantization-aware training in TensorFlow

workshop2

Title: Analysis of different types of Generative Adversarial Networks (GANs)

Presenter: Mohammad Hojjat

Email: mohammad.shamami21@gmail.com

Workshop Outline:
– Introduction to Generative Adversarial Networks (GANs)
– Different GAN architectures
– Practical applications of GANs
– Challenges and limitations in training and optimizing GANs
– Future directions in GAN research and development

workshop3

Title: Generative AI in RapidMiner software

Presenter: Behzad Solimani Neisiani

Email: b.soleimani@demisco.com

Workshop Outline: In this 1-hour workshop, participants will be introduced to the practical use and implementation of generative AI tools in RapidMiner software, and a simple project for sentiment analysis using generative AI will be conducted.

  • Brief introduction to GAI
  • Overview of the GAI plugin in RapidMiner and how to install it
  •  Introduction to the operator for downloading AI models from the Hugging Face website
  • Introduction to the operator for loading AI models
  • Overview of the 10 GAI operators, including Conversational, Fill Mask, Question Answering, Summarization, Text2Text Generation, Text Classification, Text Generation, Token Classification, Translation, and Zero Shot Classification
  • Introduction to fine-tuning a generative AI model using our practical materials (our custom and personal dataset)

workshop4

Title: How to Write a Bibliometrics Paper for Publication in Renowned International Journals

Presenter: Fatemeh Azimzadeh

Email: f.azimzadeh@gmail.com

Workshop Outline:

– Familiarity with important bibliographic information sources and how to use them
– Familiarity with key tools for analyzing bibliographic data
– Ability to review and analyze publications in a scientific field (suitable for graduate students)
– Ability to publish bibliometric analysis results in reputable international journals

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