IntelAIWorkshop

Presentations and sample notebooks for Intel AI Workshop, prepared and delivered by Mustafa Aldemir, 2017-2018

Name		Name	Last commit message	Last commit date
Latest commit History 39 Commits
data		data
datasets		datasets
1_AIStudentDeveloperProgram.pdf		1_AIStudentDeveloperProgram.pdf
2_MachineLearning.pdf		2_MachineLearning.pdf
3_DeepLearning.pdf		3_DeepLearning.pdf
5_Condensed.pdf		5_Condensed.pdf
CNN_CIFAR10_Keras.ipynb		CNN_CIFAR10_Keras.ipynb
CNN_CIFAR10_Keras2.ipynb		CNN_CIFAR10_Keras2.ipynb
CNN_MNIST_Keras.ipynb		CNN_MNIST_Keras.ipynb
Classification_SMS.ipynb		Classification_SMS.ipynb
Classification_Titanic.ipynb		Classification_Titanic.ipynb
ClusteringBlobs.ipynb		ClusteringBlobs.ipynb
CompareRegressionMethods.ipynb		CompareRegressionMethods.ipynb
ConvolutionalNeuralNetwork.ipynb		ConvolutionalNeuralNetwork.ipynb
DecisionTreeClassifier.ipynb		DecisionTreeClassifier.ipynb
KMeansClustering.ipynb		KMeansClustering.ipynb
KMeansClustering2.ipynb		KMeansClustering2.ipynb
LinearRegression.ipynb		LinearRegression.ipynb
LinearRegression2.ipynb		LinearRegression2.ipynb
LinearRegression_vs_KNeighborsRegressor.ipynb		LinearRegression_vs_KNeighborsRegressor.ipynb
NeuralNetworks_Keras.ipynb		NeuralNetworks_Keras.ipynb
README.md		README.md
ReadMe.docx		ReadMe.docx
SoftmaxRegression.ipynb		SoftmaxRegression.ipynb
TFLearn-AlexNet.ipynb		TFLearn-AlexNet.ipynb
TFLearn-CIFAR.ipynb		TFLearn-CIFAR.ipynb
TFLearn-MNIST.ipynb		TFLearn-MNIST.ipynb
TFLearn-Titanic.ipynb		TFLearn-Titanic.ipynb
grid_plot.py		grid_plot.py
helper.py		helper.py
live_loss_plot.py		live_loss_plot.py

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