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Title: GitHub - thecodemasterk/Amazon-Sagemaker-Algorithm-Examples: Some of the best ML algorithms handpicked from AWS

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READMEhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#amazon-sagemaker-examples
Amazon SageMakerhttps://aws.amazon.com/sagemaker
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#examples
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#introduction-to-ground-truth-labeling-jobs
Bring your own model for sagemaker labeling workflows with active learninghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/ground_truth_labeling_jobs/bring_your_own_model_for_sagemaker_labeling_workflows_with_active_learning
From Unlabeled Data to a Deployed Machine Learning Model: A SageMaker Ground Truth Demonstration for Image Classificationhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/ground_truth_labeling_jobs/from_unlabeled_data_to_deployed_machine_learning_model_ground_truth_demo_image_classification
Ground Truth Object Detection Tutorialhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/ground_truth_labeling_jobs/ground_truth_object_detection_tutorial
Basic Data Analysis of an Image Classification Output Manifesthttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/ground_truth_labeling_jobs/data_analysis_of_ground_truth_image_classification_output
Training a Machine Learning Model Using an Output Manifesthttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/ground_truth_labeling_jobs/object_detection_augmented_manifest_training
Annotation Consolidationhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/ground_truth_labeling_jobs/annotation_consolidation
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#introduction-to-applying-machine-learning
Targeted Direct Marketinghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/xgboost_direct_marketing
XGBoosthttps://github.com/dmlc/xgboost
Predicting Customer Churnhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/xgboost_customer_churn
XGBoosthttps://github.com/dmlc/xgboost
Time-series Forecastinghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/linear_time_series_forecast
Cancer Predictionhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/breast_cancer_prediction
Ensemblinghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/ensemble_modeling
Video Game Saleshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/video_game_sales
MXNet Gluon Recommender Systemhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/gluon_recommender_system
Fair Linear Learnerhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/fair_linear_learner
Population Segmentation of US Census Data using PCA and Kmeanshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/US-census_population_segmentation_PCA_Kmeans
Document Embedding using Object2Vechttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/object2vec_document_embedding
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#sagemaker-automatic-model-tuning
XGBoost Tuninghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/hyperparameter_tuning/xgboost_direct_marketing
Targeted Direct Marketinghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/xgboost_direct_marketing
TensorFlow Tuninghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/hyperparameter_tuning/tensorflow_mnist
MXNet Tuninghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/hyperparameter_tuning/mxnet_mnist
Keras BYO Tuninghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/hyperparameter_tuning/keras_bring_your_own
R BYO Tuninghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/hyperparameter_tuning/r_bring_your_own
Bring Your Own R Algorithmhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/r_bring_your_own
Analyzing Resultshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/hyperparameter_tuning/analyze_results
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#introduction-to-amazon-algorithms
k-meanshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/1P_kmeans_highlevel
Factorization Machineshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/factorization_machines_mnist
Latent Dirichlet Allocation (LDA)https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/lda_topic_modeling
Linear Learnerhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/linear_learner_mnist
Neural Topic Model (NTM)https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/ntm_synthetic
Principal Components Analysis (PCA)https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/pca_mnist
Seq2Seqhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/seq2seq_translation_en-de
Sockeyehttps://github.com/awslabs/sockeye
Image Classificationhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/imageclassification_caltech
XGBoost for regressionhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/xgboost_abalone
Abalone datasethttps://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression.html
XGBoosthttps://github.com/dmlc/xgboost
XGBoost for multi-class classificationhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/xgboost_mnist
XGBoosthttps://github.com/dmlc/xgboost
DeepAR for time series forecastinghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/deepar_synthetic
BlazingText Word2Vechttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/blazingtext_word2vec_text8
Object Detectionhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/object_detection_pascalvoc_coco
Object detection for bird imageshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/object_detection_birds
Object2Vec for movie recommendationhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/object2vec_movie_recommendation
Object2Vec for multi-label classificationhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/object2vec_multilabel_genre_classification
Object2Vec for sentence similarityhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/object2vec_sentence_similarity
IP Insights for suspicious loginshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/ipinsights_login
Semantic Segmentationhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/semantic_segmentation_pascalvoc
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#amazon-sagemaker-rl
Cartpole using Coachhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_cartpole_coach
AWS DeepRacerhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_deepracer_robomaker_coach_gazebo
HVAC using EnergyPlushttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_hvac_coach_energyplus
Knapsack Problemhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_knapsack_coach_custom
Mountain Carhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_mountain_car_coach_gymEnv
Distributed Neural Network Compressionhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_network_compression_ray_custom
Turtlebot Trackerhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_objecttracker_robomaker_coach_gazebo
Portfolio Managementhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_portfolio_management_coach_customEnv
Autoscalinghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_predictive_autoscaling_coach_customEnv
Roboschoolhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_roboschool_ray
Stable Baselineshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_roboschool_stable_baselines
Travelling Salesmanhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_traveling_salesman_vehicle_routing_coach
Tic-tac-toehttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_tic_tac_toe_coach_customEnv
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#scientific-details-of-algorithms
Streaming Medianhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/scientific_details_of_algorithms/streaming_median
Latent Dirichlet Allocation (LDA)https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/scientific_details_of_algorithms/lda_topic_modeling
Linear Learner featureshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/scientific_details_of_algorithms/linear_learner_class_weights_loss_functions
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#amazon-sagemaker-debugger
Using a built-in rule with TensorFlowhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/tensorflow_builtin_rule
Using a custom rule with TensorFlow Kerashttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/tensorflow_keras_custom_rule
Interactive tensor analysis in notebook with MXNethttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/mnist_tensor_analysis
Visualizing Debugging Tensors of MXNet traininghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/mnist_tensor_plot
Real-time analysis in notebook with MXNethttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/mxnet_realtime_analysis
Using a built in rule with XGBoosthttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/xgboost_builtin_rules
Real-time analysis in notebook with XGBoosthttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/xgboost_realtime_analysis
Using SageMaker Debugger with Managed Spot Training and MXNethttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/mxnet_spot_training
Reacting to CloudWatch Events from Rules to take an action based on status with TensorFlowhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/tensorflow_action_on_rule
Using SageMaker Debugger with a custom PyTorch containerhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/pytorch_custom_container
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#advanced-amazon-sagemaker-functionality
Data Distribution Typeshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/data_distribution_types
Encrypting Your Datahttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/handling_kms_encrypted_data
Using Parquet Datahttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/parquet_to_recordio_protobuf
Parquethttps://parquet.apache.org/
Connecting to Redshifthttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/working_with_redshift_data
Bring Your Own XGBoost Modelhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/xgboost_bring_your_own_model
Bring Your Own k-means Modelhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/kmeans_bring_your_own_model
Bring Your Own R Algorithmhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/r_bring_your_own
Installing the R Kernelhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/install_r_kernel
Bring Your Own scikit Algorithmhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/scikit_bring_your_own
Bring Your Own MXNet Modelhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/mxnet_mnist_byom
Bring Your Own TensorFlow Modelhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/tensorflow_iris_byom
Inference Pipeline with SparkML and XGBoosthttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/inference_pipeline_sparkml_xgboost_abalone
Inference Pipeline with SparkML and BlazingTexthttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/inference_pipeline_sparkml_blazingtext_dbpedia
Experiment Management Capabilities with Searchhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/search
Host Multiple Models with Your Own Algorithmhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/multi_model_bring_your_own
Host Multiple Models with XGBoosthttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/multi_model_xgboost_home_value
Host Multiple Models with SKLearnhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/multi_model_sklearn_home_value
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#amazon-sagemaker-neo-compilation-jobs
GluonCV SSD Mobilenethttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_neo_compilation_jobs/gluoncv_ssd_mobilenet
Image Classificationhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_neo_compilation_jobs/imageclassification_caltech
image classificationhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/imageclassification_caltech
MNIST with MXNethttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_neo_compilation_jobs/mxnet_mnist
mxnet mnisthttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/mxnet_mnist
Deploying pre-trained PyTorch vision modelshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_neo_compilation_jobs/pytorch_torchvision
Distributed TensorFlowhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_neo_compilation_jobs/tensorflow_distributed_mnist
tensorflow mnisthttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/tensorflow_distributed_mnist
Predicting Customer Churnhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_neo_compilation_jobs/xgboost_customer_churn
xgboost customer churnhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/xgboost_customer_churn
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#amazon-sagemaker-procesing
Scikit-Learn Data Processing and Model Evaluationhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation
Feature transformation with Amazon SageMaker Processing and SparkMLhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_processing/feature_transformation_with_sagemaker_processing
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#amazon-sagemaker-pre-built-framework-containers-and-the-python-sdk
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#pre-built-deep-learning-framework-containers
Chainer CIFAR-10https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/chainer_cifar10
Chainer MNISThttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/chainer_mnist
Chainer sentiment analysishttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/chainer_sentiment_analysis
IRIS with Scikit-learnhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/scikit_learn_iris
MNIST with MXNet Gluonhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/mxnet_gluon_mnist
MNIST with MXNethttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/mxnet_mnist
Sentiment Analysis with MXNet Gluonhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/mxnet_gluon_sentiment
TensorFlow training and servinghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/tensorflow_script_mode_training_and_serving
TensorFlow with Horovodhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/tensorflow_script_mode_horovod
TensorFlow using shell commandshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/tensorflow_script_mode_using_shell_commands
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#pre-built-machine-learning-framework-containers
Inference with SparkML Servinghttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/sparkml_serving_emr_mleap_abalone
Pipeline Inference with Scikit-learn and LinearLearnerhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/scikit_learn_inference_pipeline
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#using-amazon-sagemaker-with-apache-spark
SageMaker Sparkhttps://github.com/aws/sagemaker-spark
MNIST with SageMaker PySparkhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-spark/pyspark_mnist
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#aws-marketplace
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#create-algorithmsmodel-packages-for-listing-in-aws-marketplace-for-machine-learning
Creating Algorithm and Model Package - Listing on AWS Marketplacehttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/creating_marketplace_products
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#use-algorithms-and-model-packages-from-aws-marketplace-for-machine-learning
Using Algorithmshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_algorithms
Using Algorithm From AWS Marketplacehttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_algorithms/amazon_demo_product
Using AutoML algorithmhttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_algorithms/automl
Using Model Packageshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_model_packages
Using Model Packages From AWS Marketplacehttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_model_packages/generic_sample_notebook
Using Amazon Demo product From AWS Marketplacehttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_model_packages/amazon_demo_product
Using models for extracting vehicle metadatahttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_model_packages/auto_insurance
Using models for identifying non-compliance at a workplacehttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_model_packages/improving_industrial_workplace_safety
Extracting insights from your credit card statementshttps://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_model_packages/financial_transaction_processing
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#under-development
https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#faq
AWS accounthttp://docs.aws.amazon.com/sagemaker/latest/dg/gs-account.html
IAM User and Rolehttp://docs.aws.amazon.com/sagemaker/latest/dg/authentication-and-access-control.html
Amazon SageMaker Notebook Instancehttp://docs.aws.amazon.com/sagemaker/latest/dg/gs-setup-working-env.html
S3 buckethttp://docs.aws.amazon.com/sagemaker/latest/dg/gs-config-permissions.html
Readme https://patch-diff.githubusercontent.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#readme-ov-file
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