René's URL Explorer Experiment


Title: Intro to Deep Learning

Description: Deep Learning Tutorial using Keras

direct link

Domain: kitchell.github.io

authorLindsey M Kitchell

Links:

1. Intro to Deep Learninghttps://kitchell.github.io/DeepLearningTutorial/1introtodeeplearning.html
2. Intro to Kerashttps://kitchell.github.io/DeepLearningTutorial/2introtokeras.html
3. MLPs in Kerashttps://kitchell.github.io/DeepLearningTutorial/3mlpsinkeras.html
4. CNNs in Kerashttps://kitchell.github.io/DeepLearningTutorial/4cnnsinkeras.html
5. Activation Functionshttps://kitchell.github.io/DeepLearningTutorial/5activationfunctions.html
6. Other Useful Keras Functionshttps://kitchell.github.io/DeepLearningTutorial/6otherkerasfunctions.html
7. Loss Functions and Optimizershttps://kitchell.github.io/DeepLearningTutorial/7lossfunctionsoptimizers.html
8. Evaluating Neural Networkshttps://kitchell.github.io/DeepLearningTutorial/8evaluatingnns.html
9. Data Preprocessinghttps://kitchell.github.io/DeepLearningTutorial/9datapreprocessing.html
10. Regularizationhttps://kitchell.github.io/DeepLearningTutorial/10regularization.html
11. Hyperparameter Tuninghttps://kitchell.github.io/DeepLearningTutorial/11hyperparametertuning.html
Home (current)https://kitchell.github.io/DeepLearningTutorial/index.html
About the Authorhttps://lindseykitchell.weebly.com/
1. Intro to Deep Learninghttps://kitchell.github.io/DeepLearningTutorial/1introtodeeplearning.html
Lindsey Kitchellhttps://lindseykitchell.weebly.com/
Psychological and Brain Scienceshttps://psych.indiana.edu/
Program of Cognitive Sciencehttp://www.cogs.indiana.edu/
free introductory course from udacityhttps://www.udacity.com/course/intro-to-machine-learning--ud120
Deep Learning with Pythonhttps://www.manning.com/books/deep-learning-with-python
https://www.youtube.com/watch?v=FrkYu2zVUyMhttps://www.youtube.com/watch?v=FrkYu2zVUyM
https://github.com/leriomaggio/deep-learning-keras-tensorflow/tree/pydata-london2017https://github.com/leriomaggio/deep-learning-keras-tensorflow/tree/pydata-london2017
https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/
https://elitedatascience.com/keras-tutorial-deep-learning-in-python#step-7https://elitedatascience.com/keras-tutorial-deep-learning-in-python#step-7
https://github.com/keras-team/keras/tree/master/exampleshttps://github.com/keras-team/keras/tree/master/examples
https://github.com/leriomaggio/deep-learning-keras-tensorflow/blob/euroscipy2017/1%20Multi-layer%20Fully%20Connected%20Networks.ipynbhttps://github.com/leriomaggio/deep-learning-keras-tensorflow/blob/euroscipy2017/1%20Multi-layer%20Fully%20Connected%20Networks.ipynb
http://neuralnetworksanddeeplearning.com/chap1.htmlhttp://neuralnetworksanddeeplearning.com/chap1.html
https://www.youtube.com/channel/UC9OeZkIwhzfv-_Cb7fCikLQhttps://www.youtube.com/channel/UC9OeZkIwhzfv-_Cb7fCikLQ
https://machinelearningmastery.com/applied-deep-learning-in-python-mini-course/https://machinelearningmastery.com/applied-deep-learning-in-python-mini-course/
https://github.com/fchollet/keras-resourceshttps://github.com/fchollet/keras-resources
github repositoryhttps://github.com/kitchell/DeepLearningTutorial_LBspectrum

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