Deep Learning Technology Introduction

Slide: https://entuedu-my.sharepoint.com/:b:/g/personal/andriash001_e_ntu_edu_sg/EV-ktGiRnaBLqVa66gHOzhcBXpVDldFFbiH59Bv_rPZCfw?e=oenXrd

Code: https://colab.research.google.com/drive/1FIrJUe0LyzU2PFhNpKGDKSw9XR94b6LB?usp=sharing
(You need to save a copy in your google drive before you can run it.)

If you have any queries please send an email to the instructor of this class : andri.its@outlook.com

References:
Friedman, L. (2020). Deep learning: state of the art (2020) [PowerPoint slides]. Retrieved from https://lexfridman.com/files/slides/2020_01_06_deep_learning_state_of_the_art.pdf
Friedman, L.(2019). Deep learning basics [PowerPoint slides]. Retrieved from https://www.dropbox.com/s/c0g3sc1shi63x3q/deep_learning_basics.pdf?dl=0
Amini, A. (2020). Introduction to deep learning [PowerPoint slides]. Retrieved from http://introtodeeplearning.com/slides/6S191_MIT_DeepLearning_L1.pdf
Serrano, L. [Luis Serrano]. (2016, Dec 27). A friendly introduction to deep learning and neural networks [Video]. YouTube. https://www.youtube.com/watch?v=BR9h47Jtqyw&t=559s
François Chollet (2020). Structured data classification from scratch. Retrieved from https://colab.research.google.com/github/keras-team/keras-io/blob/master/examples/structured_data/ipynb/structured_data_classification_from_scratch.ipynb
Tanwar, S. (2019). Building our first neural network in keras. Retrieved from https://towardsdatascience.com/building-our-first-neural-network-in-keras-bdc8abbc17f5

Key takeaways

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