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

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	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/commits/master/
Python	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/Python
Python	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/Python
R	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/R
R	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/R
Reinforcement_learning/bandits_statlog_vw_customEnv	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/Reinforcement_learning/bandits_statlog_vw_customEnv
Reinforcement_learning/bandits_statlog_vw_customEnv	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/Reinforcement_learning/bandits_statlog_vw_customEnv
amazon_demo_product	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/amazon_demo_product
amazon_demo_product	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/amazon_demo_product
annotation_consolidation	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/annotation_consolidation
annotation_consolidation	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/annotation_consolidation
automl	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/automl
automl	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/automl
autopilot	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/autopilot
autopilot	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/autopilot
aws_marketplace/creating_marketplace_products	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/aws_marketplace/creating_marketplace_products
aws_marketplace/creating_marketplace_products	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/aws_marketplace/creating_marketplace_products
bandits_recsys_movielens_testbed	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/bandits_recsys_movielens_testbed
bandits_recsys_movielens_testbed	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/bandits_recsys_movielens_testbed
batch_transform_associate_predictions_with_input	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/batch_transform_associate_predictions_with_input
batch_transform_associate_predictions_with_input	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/batch_transform_associate_predictions_with_input
blazingtext_hosting_pretrained_fasttext	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/blazingtext_hosting_pretrained_fasttext
blazingtext_hosting_pretrained_fasttext	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/blazingtext_hosting_pretrained_fasttext
blazingtext_text_classification_dbpedia	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/blazingtext_text_classification_dbpedia
blazingtext_text_classification_dbpedia	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/blazingtext_text_classification_dbpedia
bring_your_own_model_for_sagemaker_labeling_workflows_with_active_learning	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/bring_your_own_model_for_sagemaker_labeling_workflows_with_active_learning
bring_your_own_model_for_sagemaker_labeling_workflows_with_active_learning	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/bring_your_own_model_for_sagemaker_labeling_workflows_with_active_learning
data	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/data
data	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/data
data_analysis_of_ground_truth_image_classification_output	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/data_analysis_of_ground_truth_image_classification_output
data_analysis_of_ground_truth_image_classification_output	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/data_analysis_of_ground_truth_image_classification_output
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lda_topic_modeling	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/lda_topic_modeling
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mxnet_onnx_ei	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/mxnet_onnx_ei
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pca_mnist	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/pca_mnist
pca_mnist	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/pca_mnist
pyspark_mnist	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/pyspark_mnist
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step-functions-data-science-sdk	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/step-functions-data-science-sdk
step-functions-data-science-sdk	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/step-functions-data-science-sdk
tensorflow_bring_your_own	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/tensorflow_bring_your_own
tensorflow_bring_your_own	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/tree/master/tensorflow_bring_your_own
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A_generic_sample_notebook_to_perform_inference_on_ML_model_packages_from_AWS_Marketplace.ipynb	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/A_generic_sample_notebook_to_perform_inference_on_ML_model_packages_from_AWS_Marketplace.ipynb
A_generic_sample_notebook_to_perform_inference_on_ML_model_packages_from_AWS_Marketplace.ipynb	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/A_generic_sample_notebook_to_perform_inference_on_ML_model_packages_from_AWS_Marketplace.ipynb
README.md	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/README.md
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Using_Algorithm_Arn_From_AWS_Marketplace.ipynb	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/Using_Algorithm_Arn_From_AWS_Marketplace.ipynb
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algorithm_arns.py	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/algorithm_arns.py
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pyspark_mnist_xgboost.ipynb	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/pyspark_mnist_xgboost.ipynb
pyspark_mnist_xgboost.ipynb	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/pyspark_mnist_xgboost.ipynb
README	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#amazon-sagemaker-examples
Amazon SageMaker	https://aws.amazon.com/sagemaker
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#examples
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#introduction-to-ground-truth-labeling-jobs
Bring your own model for sagemaker labeling workflows with active learning	https://github.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 Classification	https://github.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 Tutorial	https://github.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 Manifest	https://github.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 Manifest	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/ground_truth_labeling_jobs/object_detection_augmented_manifest_training
Annotation Consolidation	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/ground_truth_labeling_jobs/annotation_consolidation
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#introduction-to-applying-machine-learning
Targeted Direct Marketing	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/xgboost_direct_marketing
XGBoost	https://github.com/dmlc/xgboost
Predicting Customer Churn	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/xgboost_customer_churn
XGBoost	https://github.com/dmlc/xgboost
Time-series Forecasting	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/linear_time_series_forecast
Cancer Prediction	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/breast_cancer_prediction
Ensembling	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/ensemble_modeling
Video Game Sales	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/video_game_sales
MXNet Gluon Recommender System	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/gluon_recommender_system
Fair Linear Learner	https://github.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 Kmeans	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/US-census_population_segmentation_PCA_Kmeans
Document Embedding using Object2Vec	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/object2vec_document_embedding
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#sagemaker-automatic-model-tuning
XGBoost Tuning	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/hyperparameter_tuning/xgboost_direct_marketing
Targeted Direct Marketing	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/xgboost_direct_marketing
TensorFlow Tuning	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/hyperparameter_tuning/tensorflow_mnist
MXNet Tuning	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/hyperparameter_tuning/mxnet_mnist
Keras BYO Tuning	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/hyperparameter_tuning/keras_bring_your_own
R BYO Tuning	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/hyperparameter_tuning/r_bring_your_own
Bring Your Own R Algorithm	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/r_bring_your_own
Analyzing Results	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/hyperparameter_tuning/analyze_results
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#introduction-to-amazon-algorithms
k-means	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/1P_kmeans_highlevel
Factorization Machines	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/factorization_machines_mnist
Latent Dirichlet Allocation (LDA)	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/lda_topic_modeling
Linear Learner	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/linear_learner_mnist
Neural Topic Model (NTM)	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/ntm_synthetic
Principal Components Analysis (PCA)	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/pca_mnist
Seq2Seq	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/seq2seq_translation_en-de
Sockeye	https://github.com/awslabs/sockeye
Image Classification	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/imageclassification_caltech
XGBoost for regression	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/xgboost_abalone
Abalone dataset	https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression.html
XGBoost	https://github.com/dmlc/xgboost
XGBoost for multi-class classification	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/xgboost_mnist
XGBoost	https://github.com/dmlc/xgboost
DeepAR for time series forecasting	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/deepar_synthetic
BlazingText Word2Vec	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/blazingtext_word2vec_text8
Object Detection	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/object_detection_pascalvoc_coco
Object detection for bird images	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/object_detection_birds
Object2Vec for movie recommendation	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/object2vec_movie_recommendation
Object2Vec for multi-label classification	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/object2vec_multilabel_genre_classification
Object2Vec for sentence similarity	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/object2vec_sentence_similarity
IP Insights for suspicious logins	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/ipinsights_login
Semantic Segmentation	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/semantic_segmentation_pascalvoc
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#amazon-sagemaker-rl
Cartpole using Coach	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_cartpole_coach
AWS DeepRacer	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_deepracer_robomaker_coach_gazebo
HVAC using EnergyPlus	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_hvac_coach_energyplus
Knapsack Problem	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_knapsack_coach_custom
Mountain Car	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_mountain_car_coach_gymEnv
Distributed Neural Network Compression	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_network_compression_ray_custom
Turtlebot Tracker	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_objecttracker_robomaker_coach_gazebo
Portfolio Management	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_portfolio_management_coach_customEnv
Autoscaling	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_predictive_autoscaling_coach_customEnv
Roboschool	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_roboschool_ray
Stable Baselines	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_roboschool_stable_baselines
Travelling Salesman	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_traveling_salesman_vehicle_routing_coach
Tic-tac-toe	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/reinforcement_learning/rl_tic_tac_toe_coach_customEnv
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#scientific-details-of-algorithms
Streaming Median	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/scientific_details_of_algorithms/streaming_median
Latent Dirichlet Allocation (LDA)	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/scientific_details_of_algorithms/lda_topic_modeling
Linear Learner features	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/scientific_details_of_algorithms/linear_learner_class_weights_loss_functions
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#amazon-sagemaker-debugger
Using a built-in rule with TensorFlow	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/tensorflow_builtin_rule
Using a custom rule with TensorFlow Keras	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/tensorflow_keras_custom_rule
Interactive tensor analysis in notebook with MXNet	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/mnist_tensor_analysis
Visualizing Debugging Tensors of MXNet training	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/mnist_tensor_plot
Real-time analysis in notebook with MXNet	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/mxnet_realtime_analysis
Using a built in rule with XGBoost	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/xgboost_builtin_rules
Real-time analysis in notebook with XGBoost	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/xgboost_realtime_analysis
Using SageMaker Debugger with Managed Spot Training and MXNet	https://github.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 TensorFlow	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/tensorflow_action_on_rule
Using SageMaker Debugger with a custom PyTorch container	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-debugger/pytorch_custom_container
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#advanced-amazon-sagemaker-functionality
Data Distribution Types	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/data_distribution_types
Encrypting Your Data	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/handling_kms_encrypted_data
Using Parquet Data	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/parquet_to_recordio_protobuf
Parquet	https://parquet.apache.org/
Connecting to Redshift	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/working_with_redshift_data
Bring Your Own XGBoost Model	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/xgboost_bring_your_own_model
Bring Your Own k-means Model	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/kmeans_bring_your_own_model
Bring Your Own R Algorithm	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/r_bring_your_own
Installing the R Kernel	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/install_r_kernel
Bring Your Own scikit Algorithm	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/scikit_bring_your_own
Bring Your Own MXNet Model	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/mxnet_mnist_byom
Bring Your Own TensorFlow Model	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/tensorflow_iris_byom
Inference Pipeline with SparkML and XGBoost	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/inference_pipeline_sparkml_xgboost_abalone
Inference Pipeline with SparkML and BlazingText	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/inference_pipeline_sparkml_blazingtext_dbpedia
Experiment Management Capabilities with Search	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/search
Host Multiple Models with Your Own Algorithm	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/multi_model_bring_your_own
Host Multiple Models with XGBoost	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/multi_model_xgboost_home_value
Host Multiple Models with SKLearn	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/advanced_functionality/multi_model_sklearn_home_value
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#amazon-sagemaker-neo-compilation-jobs
GluonCV SSD Mobilenet	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_neo_compilation_jobs/gluoncv_ssd_mobilenet
Image Classification	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_neo_compilation_jobs/imageclassification_caltech
image classification	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_amazon_algorithms/imageclassification_caltech
MNIST with MXNet	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_neo_compilation_jobs/mxnet_mnist
mxnet mnist	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/mxnet_mnist
Deploying pre-trained PyTorch vision models	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_neo_compilation_jobs/pytorch_torchvision
Distributed TensorFlow	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_neo_compilation_jobs/tensorflow_distributed_mnist
tensorflow mnist	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/tensorflow_distributed_mnist
Predicting Customer Churn	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_neo_compilation_jobs/xgboost_customer_churn
xgboost customer churn	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/introduction_to_applying_machine_learning/xgboost_customer_churn
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#amazon-sagemaker-procesing
Scikit-Learn Data Processing and Model Evaluation	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation
Feature transformation with Amazon SageMaker Processing and SparkML	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker_processing/feature_transformation_with_sagemaker_processing
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#amazon-sagemaker-pre-built-framework-containers-and-the-python-sdk
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#pre-built-deep-learning-framework-containers
Chainer CIFAR-10	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/chainer_cifar10
Chainer MNIST	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/chainer_mnist
Chainer sentiment analysis	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/chainer_sentiment_analysis
IRIS with Scikit-learn	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/scikit_learn_iris
MNIST with MXNet Gluon	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/mxnet_gluon_mnist
MNIST with MXNet	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/mxnet_mnist
Sentiment Analysis with MXNet Gluon	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/mxnet_gluon_sentiment
TensorFlow training and serving	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/tensorflow_script_mode_training_and_serving
TensorFlow with Horovod	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/tensorflow_script_mode_horovod
TensorFlow using shell commands	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/tensorflow_script_mode_using_shell_commands
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#pre-built-machine-learning-framework-containers
Inference with SparkML Serving	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/sparkml_serving_emr_mleap_abalone
Pipeline Inference with Scikit-learn and LinearLearner	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-python-sdk/scikit_learn_inference_pipeline
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#using-amazon-sagemaker-with-apache-spark
SageMaker Spark	https://github.com/aws/sagemaker-spark
MNIST with SageMaker PySpark	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/sagemaker-spark/pyspark_mnist
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#aws-marketplace
	https://github.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 Marketplace	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/creating_marketplace_products
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#use-algorithms-and-model-packages-from-aws-marketplace-for-machine-learning
Using Algorithms	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_algorithms
Using Algorithm From AWS Marketplace	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_algorithms/amazon_demo_product
Using AutoML algorithm	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_algorithms/automl
Using Model Packages	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_model_packages
Using Model Packages From AWS Marketplace	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_model_packages/generic_sample_notebook
Using Amazon Demo product From AWS Marketplace	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_model_packages/amazon_demo_product
Using models for extracting vehicle metadata	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_model_packages/auto_insurance
Using models for identifying non-compliance at a workplace	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_model_packages/improving_industrial_workplace_safety
Extracting insights from your credit card statements	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/blob/master/aws_marketplace/using_model_packages/financial_transaction_processing
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#under-development
	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#faq
AWS account	http://docs.aws.amazon.com/sagemaker/latest/dg/gs-account.html
IAM User and Role	http://docs.aws.amazon.com/sagemaker/latest/dg/authentication-and-access-control.html
Amazon SageMaker Notebook Instance	http://docs.aws.amazon.com/sagemaker/latest/dg/gs-setup-working-env.html
S3 bucket	http://docs.aws.amazon.com/sagemaker/latest/dg/gs-config-permissions.html
Readme	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples#readme-ov-file
Please reload this page	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples
Activity	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/activity
4 stars	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/stargazers
1 watching	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/watchers
8 forks	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fthecodemasterk%2FAmazon-Sagemaker-Algorithm-Examples&report=thecodemasterk+%28user%29
Releases	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/releases
Packages 0	https://github.com/users/thecodemasterk/packages?repo_name=Amazon-Sagemaker-Algorithm-Examples
Please reload this page	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples
Jupyter Notebook 86.1%	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/search?l=jupyter-notebook
Python 7.6%	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/search?l=python
Roff 5.6%	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/search?l=roff
Shell 0.3%	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/search?l=shell
R 0.2%	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/search?l=r
Dockerfile 0.2%	https://github.com/thecodemasterk/Amazon-Sagemaker-Algorithm-Examples/search?l=dockerfile
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Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
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