22/05/2024
โ๏ธ Looking forward to meeting you this summer - Tinbergen Institute and research master Business Data Scienceโ๏ธ
๐ฎ๐ฌ๐ฎ๐ฐ ๐ฆ๐๐บ๐บ๐ฒ๐ฟ ๐ฆ๐ฐ๐ต๐ผ๐ผ๐น | ๐๐ฉ๐ฉ๐ฅ๐ฒ ๐ญ๐จ ๐จ๐ฎ๐ซ ๐๐๐๐ฉ ๐๐๐๐ซ๐ง๐ข๐ง๐ ๐๐จ๐ฎ๐ซ๐ฌ๐ (๐๐๐๐๐ฅ๐ข๐ง๐ ๐๐ฎ๐ง๐ ๐๐)
๐๐๐ญ๐๐ข๐ฅ๐ฌ
Summer school: Deep Learning
Date: July 15- 19, 2024
Venue: Tinbergen Institute Amsterdam, the Netherlands
Faculty: Eran Raviv
๐ website: https://businessdatascience.nl/deep-learning-summer-course
๐๐ฅ๐๐๐ฌ๐ ๐ง๐จ๐ญ๐ ๐ญ๐ก๐๐ญ ๐ญ๐ก๐๐ซ๐ ๐ข๐ฌ ๐ ๐ฆ๐๐ฑ๐ข๐ฆ๐ฎ๐ฆ ๐ง๐ฎ๐ฆ๐๐๐ซ ๐จ๐ ๐ฉ๐๐ซ๐ญ๐ข๐๐ข๐ฉ๐๐ง๐ญ๐ฌ. ๐๐ ๐ซ๐๐๐จ๐ฆ๐ฆ๐๐ง๐ ๐ญ๐จ ๐๐ฉ๐ฉ๐ฅ๐ฒ ๐๐๐ซ๐ฅ๐ฒ.
๐ง๐ผ๐ฝ๐ถ๐ฐ๐ ๐๐ผ๐๐ฒ๐ฟ๐ฒ๐ฑ
๐ก Introduction to Deep Learning (High-level definitions of fundamental concepts and first examples)
๐ก Deep Learning components (gradient descent models, loss functions, avoiding over-fitting, introducing asymmetry)
๐ก Feed forward neural networks
๐ก Convolutional neural networks
๐ก Embeddings (pre-trained embeddings, examples of pre-trained models, e.g., Word2Vec)
๐ก Generative Adversarial Network (GAN)
๐ก Advanced architectures (Densely connected networks, Adaptive structural learning)
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The summer school is organized by the research master Business Data Science, which is a joint degree program of the Erasmus School of Economics, VU School of Business and Economics, University of Amsterdam - Economics and Business University of Amsterdam - Amsterdam Business School
