2021_davian_deep_learning_study

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2021_davian_deep_learning_study

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## DAVIAN Lab. Deep Learning Winter Study (2020)

#### Time: Monday 19:00 - 21:30

[cs229-lec2]:https://www.youtube.com/watch?v=4b4MUYve_U8&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&index=2
[cs229-lec3]:https://www.youtube.com/watch?v=4b4MUYve_U8&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&index=3
[cs229-lec4]:https://www.youtube.com/watch?v=4b4MUYve_U8&list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU&index=4

[cs231n-lec2]:https://www.youtube.com/watch?v=OoUX-nOEjG0&list=PLC1qU-LWwrF64f4QKQT-Vg5Wr4qEE1Zxk&index=2
[cs231n-lec3]:https://www.youtube.com/watch?v=OoUX-nOEjG0&list=PLC1qU-LWwrF64f4QKQT-Vg5Wr4qEE1Zxk&index=3
[cs231n-lec4]:https://www.youtube.com/watch?v=OoUX-nOEjG0&list=PLC1qU-LWwrF64f4QKQT-Vg5Wr4qEE1Zxk&index=4
[cs231n-lec5]:https://www.youtube.com/watch?v=OoUX-nOEjG0&list=PLC1qU-LWwrF64f4QKQT-Vg5Wr4qEE1Zxk&index=5
[cs231n-lec6]:https://www.youtube.com/watch?v=OoUX-nOEjG0&list=PLC1qU-LWwrF64f4QKQT-Vg5Wr4qEE1Zxk&index=6
[cs231n-lec7]:https://www.youtube.com/watch?v=OoUX-nOEjG0&list=PLC1qU-LWwrF64f4QKQT-Vg5Wr4qEE1Zxk&index=7
[cs231n-lec9]:https://www.youtube.com/watch?v=OoUX-nOEjG0&list=PLC1qU-LWwrF64f4QKQT-Vg5Wr4qEE1Zxk&index=9
[cs231n-lec10]:https://www.youtube.com/watch?v=OoUX-nOEjG0&list=PLC1qU-LWwrF64f4QKQT-Vg5Wr4qEE1Zxk&index=10
[cs231n-lec13]:https://www.youtube.com/watch?v=OoUX-nOEjG0&list=PLC1qU-LWwrF64f4QKQT-Vg5Wr4qEE1Zxk&index=13

[jchoo-ssl1]: https://drive.google.com/file/d/1JndOzkhxtOXwp_4sBtcc1WCpTh1Y1ygb/view?usp=sharing
[jchoo-ssl2]: https://drive.google.com/file/d/1bZ_mxNYUOe7y3QG2KZ0u9d8aH-tlwDx8/view?usp=sharing
[jchoo-ssl3]: https://drive.google.com/file/d/1IGQPThjCNSNdMdCsqz4O7KeXrPAO8qtE/view?usp=sharing
[jchoo-ssl-slide]: https://drive.google.com/file/d/17a905miPnzLlsxSBMAt1DE3BbEiqOhN4/view?usp=sharing
[lecun-nlp]: https://www.youtube.com/watch?v=6D4EWKJgNn0&list=PL80I41oVxglKcAHllsU0txr3OuTTaWX2v&index=23

[week1-vid]:https://drive.google.com/file/d/1dCY3Khg-jvQI5YslXaHyrnZQBlLr5kCA/view?usp=sharing
[week2-vid]:https://drive.google.com/file/d/1r_6AmoStJu8nGAkOE44FQ-PdlNAJMvNF/view?usp=sharing
[week3-vid]:https://drive.google.com/file/d/1Eh3WuZoCmaTePjuG5CLq3mWlFXvy9WCl/view?usp=sharing
[week4.1-vid]:https://drive.google.com/file/d/18n4B4c0HgjyELsW_iFBw7350Uqc446EM/view?usp=sharing
[week4.2-vid]:https://drive.google.com/file/d/1BBYDjJ88xwUTpKvft67c6nkw1JfroPl5/view?usp=sharing
[week5.1-vid]:https://drive.google.com/file/d/134ughAeBGKddBLKHYDE74ELw4sz-bYvo/view?usp=sharing
[week5.2-vid]:https://drive.google.com/file/d/1Nf9ci1f70H_ZIJppEFk3jGXWd9xsv5x4/view?usp=sharing
[week6.1-vid]:https://drive.google.com/file/d/1uSSShHSSAUd56bmi-dcKCNmBCDR7Qg8f/view?usp=sharing
[week6.2-vid]:https://drive.google.com/file/d/1uSSShHSSAUd56bmi-dcKCNmBCDR7Qg8f/view?usp=sharing
[week7.1-vid]:https://drive.google.com/file/d/1ogHc7Ry24skLTxmiOxCtSJfsBsTMIajN/view?usp=sharing
[week7.2-vid]:https://drive.google.com/file/d/1R9NWD3pvyKaYyBL7o8_LotXUi4kWCr4M/view?usp=sharing
[week8-vid]:https://drive.google.com/file/d/1YRJgZVvD-bPJ9e7Ct1XiLV03afY8so0W/view?usp=sharing

[week1.1-note]:posts/week1.1_linear_regression.md
[week1.2-note]:posts/week1.2_locally_weighted_and_logistic_regression.md
[week2-note]:posts/week2_perceptron_exponentialfamily_softmax.md
[week3.1-note]:posts/week3.1_image_classification.md
[week3.2-note]:posts/week3.2_loss_function_and_optimization.md
[week4.1-note]:posts/week4.1_Neural_Network.md
[week4.2-note]:posts/week4.2_Convolutional_Neural_Networks.md
[week5.1-note]:posts/week5.1_training_neural_networks_part1.md
[week5.2-note]:posts/week5.2_training_neural_networks_part2.md
[week6.1-note]:posts/week6.1_CNN_Architectures.md
[week7.1-note]:posts/week7.1_Recurrent_Neural_Networks.md
[week7.2-note]:posts/week7.2_NLP&Transformer_fin.md
[week8-note]:posts/week8_Visualizing_and_Understanding.md

2021_davian_deep_learning_study

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