├── .gitignore ├── AmazonAI ├── README.md ├── billboard │ ├── ComprehendApi.py │ ├── PollyApi.py │ ├── RekognitionTextApi.py │ ├── TranslateApi.py │ ├── billboard.jpg │ ├── billboard.py │ ├── requirements.txt │ └── superbowl.jpg ├── polly │ ├── PollyApi.py │ ├── breath1.txt │ ├── breath2.txt │ ├── ssml1.txt │ └── ssml2.txt ├── rekognition │ ├── PollyApi.py │ ├── README.md │ ├── awsUtils.py │ ├── rekognitionApi.py │ ├── rekognitionCompare.py │ ├── rekognitionDetect.py │ ├── rekognitionUtils.py │ └── requirements.txt ├── rekognitionvideo │ └── textinimage.py ├── transcribe │ ├── sound.flac │ └── sound.txt └── translate │ ├── example_cpp │ ├── CmakeLists.txt │ ├── file.txt │ ├── translate_text.cpp │ └── translate_text_file.cpp │ └── examples.txt ├── CF ├── README.md ├── cfdemo │ ├── demo.txt │ ├── lamp.json │ ├── template0.json │ ├── template1.json │ ├── template1broken.json │ ├── template1v2.json │ ├── template1v3.json │ ├── template1v4.json │ ├── template1v5.json │ └── vpc1.json ├── terraform │ ├── ex1 │ │ └── ex1.tf │ ├── ex2 │ │ └── ex2.tf │ └── ex3 │ │ └── ex3.tf └── troposphere │ ├── demo.txt │ └── ex1.py ├── ML ├── AI │ ├── Polly.java │ ├── RekoCompareFaces.java │ ├── RekoDetectFaces.java │ ├── RekoDetectLabels.java │ └── pom.xml ├── AmazonML │ ├── MLSample.IAM.txt │ ├── MLSample.java │ ├── banking-batch.csv │ └── banking.csv ├── Excel │ └── linearregression.xlsx ├── README.md ├── Spark │ ├── Spam classifier.json │ ├── ham │ ├── spam │ └── spam.scala ├── mahout │ └── movielens.txt └── scikit │ ├── 01 - Linear Regression.ipynb │ ├── 02 - Logistic Regression.ipynb │ ├── 02a - Logistic Regression on MNIST.ipynb │ ├── 03 - Decision Trees.ipynb │ ├── 03a - Random Forest.ipynb │ ├── 03b - XGBoost.ipynb │ ├── 04 - K-means.ipynb │ ├── 05 - PCA.ipynb │ ├── 05a - PCA + Logistic Regression on MNIST.ipynb │ ├── Untitled.ipynb │ ├── decisiontrees.py │ ├── linearregression.py │ ├── logisticregression.py │ ├── mnist-pca.py │ ├── mnist.py │ ├── pca.py │ ├── randomforest.py │ ├── requirements.txt │ └── xgb.py ├── README.md ├── athena ├── README.md ├── gdelt │ ├── README.md │ ├── convert_csv_to_parquet_hive.output.txt │ ├── convert_csv_to_parquet_hive.txt │ ├── countries.txt │ ├── create_tables.txt │ ├── ethnic.txt │ ├── eventcodes.txt │ ├── groups.txt │ ├── religion.txt │ ├── sql_queries.txt │ └── types.txt └── sales │ ├── create_table_csv.txt │ ├── create_table_csv_uncompressed.txt │ ├── create_table_orc.txt │ ├── create_table_parquet.txt │ ├── csv-to-column.q │ ├── describe_tables.q │ └── sql_queries.txt ├── bigdatabattle ├── README.md ├── hive │ ├── 01countevents.sql │ ├── 02top10eventcategories.sql │ ├── 03obamaeventsperyear.sql │ ├── 04obamaputinevents.sql │ └── 05obamaputineventslocal.sql ├── spark │ ├── 00test.scala │ ├── 01countEvents.scala │ ├── 02top10categories.scala │ ├── 03obamaEventsperYear.scala │ ├── 04obamaPutin.scala │ └── 05obamaPutinLocal.scala └── spectrum.sql ├── blox ├── README.md └── demo.txt ├── dsstne ├── README.md ├── build.sh ├── clean.sh ├── demo-docker.txt └── demo.sh ├── ecs ├── README.md ├── ecs-find └── updateAgent.sh ├── edge ├── README.md ├── index.html └── lambda.js ├── iot ├── README.md └── python │ ├── helloWorld.py │ ├── lambda │ └── lambda.py │ └── server │ ├── camera.py │ ├── download.sh │ ├── inception_predict.py │ ├── iot_connect.py │ ├── iot_topics.py │ └── server.py ├── javabackends ├── AthenaSample.java ├── AuroraSample.java ├── Connect.java ├── DynamoDBMovie.java ├── DynamoDBSample.java ├── DynamoDBSampleMapper.java ├── HiveSample.java ├── Queries.java ├── README.md └── RedshiftSample.java ├── lambda_frameworks ├── README.md ├── chalice │ ├── helloworld │ │ ├── app.py │ │ └── requirements.txt │ ├── predictor │ │ ├── .chalice │ │ │ ├── config.json │ │ │ └── policy-dev.json │ │ ├── app.py │ │ ├── floppy.jpg │ │ ├── invoke.py │ │ ├── post.sh │ │ └── requirements.txt │ ├── resizer │ │ ├── .chalice │ │ │ └── config.json │ │ ├── app.py │ │ ├── floppy.jpg │ │ ├── post.sh │ │ └── requirements.txt │ ├── s3test │ │ ├── app.py │ │ └── requirements.txt │ └── sagemakertrainer │ │ ├── .chalice │ │ ├── config.json │ │ └── policy-dev.json │ │ └── app.py ├── firstlambda │ ├── delete.sh │ ├── deploy.sh │ ├── lambda1.py │ └── update.sh ├── gordon │ ├── hellonode │ │ ├── hello │ │ │ ├── helloworld │ │ │ │ └── code.js │ │ │ └── settings.yml │ │ └── settings.yml │ └── helloproject │ │ ├── helloapp │ │ ├── hellofunc.py │ │ └── settings.yml │ │ └── settings.yml ├── sam │ └── firstdemo │ │ ├── demo.txt │ │ ├── index.js │ │ └── template.yaml ├── secondlambda │ ├── delete.sh │ ├── deploy.sh │ ├── lambda2.py │ └── lambda2.yml ├── serverless │ ├── addIntegersAPI │ │ ├── handler.py │ │ └── serverless.yml │ ├── addIntegersStandalone │ │ ├── event.json │ │ ├── handler.py │ │ └── serverless.yml │ ├── hello │ │ ├── event.json │ │ ├── handler.js │ │ └── serverless.yml │ ├── helloapi │ │ ├── event.json │ │ ├── handler.js │ │ └── serverless.yml │ └── sagemakerscheduler │ │ ├── handler.py │ │ └── serverless.yml └── updateFrameworks.sh ├── multipart.sh ├── multipart_upload_README.md ├── mxnet ├── README.md ├── bench.py ├── cifar │ ├── download_cifar10.sh │ ├── extractCifar10Images.py │ ├── finetuneResnext.py │ ├── finetuneResnextAdadelta.py │ ├── loadCifar10NDArray.py │ ├── stats.sh │ ├── trainLeNet.py │ ├── trainResnextFixedlr.py │ └── trainResnextVariablelr.py ├── imagenet │ ├── build_validation_tree.sh │ └── synsets_with_descriptions.txt ├── intro │ ├── Pre-trained models.ipynb │ ├── README.md │ ├── compare.py │ ├── download_models.sh │ ├── firstexample.py │ ├── inception.py │ ├── splitRGBImage.py │ └── violin.jpg ├── keras │ └── finetune-cifar10.py ├── mnist │ ├── 0.png │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ ├── 7.png │ ├── 8.png │ ├── 9.png │ ├── download_mnist.sh │ ├── extractData.py │ ├── predict.py │ ├── trainModel.py │ ├── trainModelv2.py │ └── trainModelv3.py └── raspberrypi │ └── camera │ ├── PollyApi.py │ ├── README.md │ ├── 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