├── .gitignore ├── 0.AI_Introduction.pptx ├── ConvMNIST.py ├── ConvNet_MNIST.py ├── LightOff.wav ├── LightOn.wav ├── MSFT-Stock-Prediction-HyperParamTuning.dbc ├── Meetup10-DeepLearningTensorFlowinAzure-Part-3.ipynb ├── Meetup10-Lab-TV-script-generation.ipynb ├── Meetup10-Lab-stockdemo.ipynb ├── Meetup11-DeepLearningTensorFlowinAzure-Part-4.ipynb ├── Meetup11-Lab1-BatchAI-SingleNode-MultiGPU.ipynb ├── Meetup11-Lab2-BatchAI-MultiNode-Horovod.ipynb ├── Meetup11-Lab3-BatchAI-Keras.ipynb ├── Meetup11-Lab4-BatchAI-MultiNode-HyperParam-Search.ipynb ├── Meetup12-DeepLearningTensorFlowinAzure-Part-5.ipynb ├── Meetup12-Lab1-BuildWebServiceStockDemo.ipynb ├── Meetup13-End-to-End-ML-Pipeline.ipynb ├── Meetup13-Lab-EndToEndMLPipelime.ipynb ├── Meetup14-Lab-Text-Speech-Services.ipynb ├── Meetup15-HowToBuildRecommenders.ipynb ├── Meetup16-How-to-Built-Predictive-Maintenance.ipynb ├── Meetup4-SparkMadeEasy-HDI.ipynb ├── Meetup4-SparkMadeEasy.ipynb ├── Meetup7-CustomVision-Lab1-Classification.ipynb ├── Meetup7-CustomVision-Lab2-Object_Detection.ipynb ├── Meetup8-DeepLearningTensorFlowinAzure-Part-1.ipynb ├── Meetup8-Lab-notMNIST-Tensorflow.ipynb ├── Meetup9-DeepLearningTensorFlowinAzure-Part-2.ipynb ├── Meetup9-Lab-Cifar-10-Tensorflow.ipynb ├── README.md ├── RainSpain.wav ├── aml_config └── config.json ├── automl-classification-with-deployment.ipynb ├── automl-configuration.ipynb ├── binary.csv ├── configuration.json ├── convolutional.py ├── data ├── SPY-test_score_df.pkl ├── SPY.csv ├── SPY.sql └── moes_tavern_lines.txt ├── deploy ├── myenv.yml ├── score.py ├── test_service.py └── testenv.yml ├── helper.py ├── helper2.py ├── hyperparam_utilities.py ├── hyperparam_utilities.pyc ├── image ├── AML-Pipeline.png ├── Azure-Batch-AI.PNG ├── Azure-GPU-Roadmap.PNG ├── DSVM-DeepLearning.PNG ├── GPU-NCSeries.PNG ├── GPU-NDSeries.PNG ├── Learn_Rate_Tune_Image.png ├── Mean_Variance_Image.png ├── Msft-Cognitive-Services-API.PNG ├── ai-ml-dl.jpg ├── aml-taxonomy.png ├── machine-learning-deep-learning-and-data-analysis-introduction-4-638.jpg ├── network_diagram.png └── notmnist.png ├── mnist_cnn.py ├── mnist_dataset_full ├── mnist_test_lmdb │ ├── data.mdb │ └── lock.mdb └── mnist_train_lmdb │ ├── data.mdb │ └── lock.mdb ├── models ├── SPY-min_max.pkl ├── SPY-model-lstm-tensorflow-3day-0.00027683653969653315.h5 ├── SPY-model-lstm-tensorflow-3day-0.0003185492648074839.h5 ├── SPY-model-lstm-tensorflow-3day-0.00035371451645694447.h5 ├── SPY-model-lstm-tensorflow-3day-0.0003943623308051031.h5 ├── SPY-modellstm-best.h5 ├── SPY-modellstm.h5 └── SPY-modellstm.json ├── stockdemo-model ├── MSFT-min_max.pkl ├── MSFT-modellstm-weights.h5 ├── MSFT-modellstm.h5 ├── MSFT-test_score_df.pkl ├── MSFT.csv ├── lstmscore.py ├── myenv.yml ├── score.py ├── service_schema.json ├── test_dataframe.pkl ├── test_service.py └── webservices_conda.yaml ├── tensorflow_mnist.py ├── utilities.py └── utilities.pyc /.gitignore: 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