MLSS2020_Telkom

This is a repository for MLSS-Indonesia 2020 event
Bandung, 3-9 August 2020
site

The Machine Learning Summer School Indonesia (MLSS-Indo) is part of MLSS series (mlss.cc), which was started at Max Planck Institute for Intelligent Systems in Tübingen, Germany, in 2002. It is a seven-day event where participants have the chance to learn more about the fundamentals and the current state of the art in machine learning and deep learning, including relevant applications to data science, computer vision, and natural language processing.

The event consists of the following sessions:

Lectures

• Published Slides

Practical

• Practical 1: "Machine Learning Fundamental, TensorFlow" by Anditya Arifianto
• Practical 2: "Convolutional Neural Network" by Vincent Tatan
  • [Google Colab]
• Practical 3: "Object Detection" by Rony Kalfarisi
  • [Github] , [Google Colab]
• Practical 4: "Reinforcement Learning" by Feryal Behbahani,
  • [Github] , [Google Colab]
• Practical 5: "Variational AutoEncoder" by Anditya Arifianto
• Practical 6: "Deep Learning for NLP" by Genta Indra Winata
  • [Google Colab]
• Practical 7: "LSTM, Attention Mechanism, Transformer" by Genta Indra Winata
  • [Google Colab]
• Practical 8: "Transfer Learning for NLP" by Radityo Eko Prasojo
  • [Google Colab]