2020 AWS SageMaker, AI and Machine Learning - With Python

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Last Access Time	Aug. 17, 2025, 1:58 p.m.
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2020 AWS SageMaker, AI and Machine Learning - With Python/11 E9 SageMaker HyperParameter Tuning/104 Lab Tuning Movie Rating Factorization Machine Recommender System.mp4 154.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/085 Demo - Bike Rental as Time Series Forecasting Problem.mp4 105.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/03 E9 Machine Learning Concepts/019 E9 Data Types - How to handle mixed data types.mp4 101.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/04 E9.7 Model Performance Evaluation/033 Multiclass Classifier.mp4 99.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/05 2020 SageMaker Service Overview/037 DataFormat.mp4 93.2 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/08 SageMaker - Factorization Machines/078 Demo - Movie Recommender Data Preparation.mp4 90.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/083 DeepAR Training and Inference Formats.mp4 89.4 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/04 E9.7 Model Performance Evaluation/025 Regression Model Performance.mp4 86.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/03 E9 Machine Learning Concepts/020 E9 Introduction to Python Notebook Environment.mp4 85.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/12 2020 Artificial Intelligence (AI) Services/118 7. Amazon Rekognition.mp4 84.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/008 2020 Configure IAM Users Setup Command Line Interface (CLI).mp4 84.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/10 E9 Integration Options for Model Endpoint/101 Microservice - API Gateway Lambda to Endpoint.mp4 84.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/044 E9 Lab - Training Simple Regression.mp4 83.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/03 E9 Machine Learning Concepts/021 E9 Introduction to working with Missing Data.mp4 81.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/086 Demo - Bike Rental Model Training.mp4 77.3 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/10 E9 Integration Options for Model Endpoint/097 Client to Endpoint using SageMaker SDK.mp4 77.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/082 Introduction to DeepAR Time Series Forecasting.mp4 75.8 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/10 E9 Integration Options for Model Endpoint/100 Microservice - Lambda to Endpoint.mp4 74.2 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/15 2020 Storage for Servers/156 2020 Elastic Block Store (EBS).mp4 73.8 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/003 2020 - Overview - AWS Machine Learning Specialty Exam.mp4 70.2 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/03 E9 Machine Learning Concepts/018 E9 Introduction to Machine Learning Concepts Terminologies.mp4 70.2 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/08 SageMaker - Factorization Machines/080 Demo - Movie Predictions By User.mp4 69.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/041 E9 Introduction to XGBoost.mp4 68.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/14 2020 Deep Learning and Neural Networks/138 Concepts - Gradient Descent Loss Function for Regression.mp4 68.4 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/089 Demo - DeepAR Dynamic Features Data Preparation.mp4 67.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/04 E9.7 Model Performance Evaluation/032 Binary Classifier - Area Under Curve Metrics.mp4 66.8 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/134 Lab Serverless Customer Review Solution Part 1.mp4 66.5 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/084 Working with Time Series Data Handling Missing Values.mp4 65.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/04 E9.7 Model Performance Evaluation/027 Binary Classifier - Confusion Matrix.mp4 65.3 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/17 2020 Databases on AWS/163 2020 Relational Database Service (RDS) - Features and Benefits.mp4 64.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/088 Demo - DeepAR Categories.mp4 64.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/135 Lab Serverless Customer Review Solution Part 2.mp4 63.4 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/14 2020 Deep Learning and Neural Networks/139 Concepts - Gradient Descent Loss Function for Classification.mp4 60.8 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/14 2020 Deep Learning and Neural Networks/146 Lab - Regression with Keras and TensorFlow.mp4 59.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/12 2020 Artificial Intelligence (AI) Services/115 4.3 Amazon Comprehend training.mp4 59.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/05 2020 SageMaker Service Overview/038 2020 SageMaker Built-in Algorithms.mp4 58.5 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/048 E9 Lab - Data Preparation Bike Rental Regression.mp4 58.2 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/052 E9 Lab - How to train using SageMakers built-in XGBoost Algorithm.mp4 57.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/122 Introduction to Data Lake.mp4 57.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/007 2020 Billing Alerts Delegate Access.mp4 57.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/006 2020 AWS Account Setup Free Tier Offers Billing Support.mp4 55.4 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/05 2020 SageMaker Service Overview/036 Instance Type and Pricing.mp4 54.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/060 E9 XGBoost HyperParameters and Tuning.mp4 54.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/04 E9.7 Model Performance Evaluation/026 Binary Classifier Performance.mp4 53.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/14 2020 Deep Learning and Neural Networks/148 Lab - Binary Classification - Part 2 - Customer Churn Prediction.mp4 53.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/07 SageMaker - Principal Component Analysis (PCA)/064 Introduction to Principal Component Analysis (PCA).mp4 52.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/14 2020 Deep Learning and Neural Networks/147 Lab - Binary Classification - Part 1- Customer Churn Prediction.mp4 51.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/124 Data Formats and Tools for Data Format Conversion.mp4 50.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/14 2020 Deep Learning and Neural Networks/145 Lab - Regression with SKLearn Neural Network.mp4 50.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/128 Lab Glue Data Catalog.mp4 49.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/17 2020 Databases on AWS/162 2020 AWS Databases - Introduction Benefits and Types.mp4 49.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/08 SageMaker - Factorization Machines/079 Demo - Movie Recommender Model Training.mp4 49.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/087 Demo - Bike Rental Prediction.mp4 48.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/11 E9 SageMaker HyperParameter Tuning/105 Lab Step 2 Tuning Movie Rating Recommender System.mp4 48.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/132 Lab Sentiment of the Customer Review.mp4 47.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/07 SageMaker - Principal Component Analysis (PCA)/067 Demo - PCA with Correlated Dataset.mp4 47.2 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/12 2020 Artificial Intelligence (AI) Services/110 2.2 Amazon Transcribe and Lab.mp4 47.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/057 E9 Lab - Binary Classification.mp4 46.5 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/131 Lab - Query Amazon Customer Reviews with Athena.mp4 45.4 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/049 E9 Lab - Train Bike Rental Regression Model.mp4 44.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/14 2020 Deep Learning and Neural Networks/140 Neural Networks and Deep Learning.mp4 44.8 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/11 E9 SageMaker HyperParameter Tuning/103 Introduction to Hyperparameter Tuning.mp4 42.4 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/02 SageMaker Housekeeping/014 Demo - Setup SageMaker Notebook Instance.mp4 41.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/15 2020 Storage for Servers/155 2020 Introduction to Storage.mp4 41.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/056 E9 Lab - Multi-class Classification.mp4 40.4 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/010 AWS Global Infrastructure Overview.mp4 40.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/12 2020 Artificial Intelligence (AI) Services/113 4.1 Amazon Comprehend.mp4 39.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/07 SageMaker - Principal Component Analysis (PCA)/071 Demo - PCA training with SageMaker.mp4 38.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/17 2020 Databases on AWS/165 2020 DynamoDB - Primary Key Partitions and Features.mp4 38.3 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/10 E9 Integration Options for Model Endpoint/098 Client to Endpoint using Boto3 SDK.mp4 38.3 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/03 E9 Machine Learning Concepts/022 E9 Data Visualization - Linear Log Quadratic and More.mp4 37.8 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/16 2020 AWS - Support Plans and Feedback/160 How to contact AWS for Production Support.mp4 37.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/14 2020 Deep Learning and Neural Networks/149 Lab - Multiclass Classification - Iris.mp4 36.2 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/08 SageMaker - Factorization Machines/076 Introduction to Factorization Machines.mp4 36.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/04 E9.7 Model Performance Evaluation/030 Binary Classifier - Metrics Calculation.mp4 35.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/12 2020 Artificial Intelligence (AI) Services/114 4.2 Amazon Comprehend.mp4 35.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/04 E9.7 Model Performance Evaluation/029 Binary Classifier - Metrics Definition.mp4 34.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/12 2020 Artificial Intelligence (AI) Services/117 6. Amazon Lex.mp4 34.4 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/02 SageMaker Housekeeping/015 E9 Demo - Source Code and Data Setup.mp4 33.3 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/046 E9 Lab - Training Non-linear Data set.mp4 33.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/050 E9 Lab - Train using Log of Count.mp4 33.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/12 2020 Artificial Intelligence (AI) Services/109 2.1 Amazon Transcribe and Lab.mp4 32.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/07 SageMaker - Principal Component Analysis (PCA)/069 Demo - PCA with Kaggle Bike Sharing - Overview and Normalization.mp4 32.8 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/126 Monitoring and Optimization.mp4 32.8 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/12 2020 Artificial Intelligence (AI) Services/111 3. Amazon Translate.mp4 32.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/133 Lab - Query Sentiment of Customer Reviews using Athena.mp4 32.2 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/127 Security and Protection.mp4 31.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/130 Lab - Glue ETL - Convert format to Parquet.mp4 31.3 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/07 SageMaker - Principal Component Analysis (PCA)/070 Demo - PCA Local Mode with Kaggle Bike Train.mp4 30.5 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/009 Six Advantages of Cloud Computing.mp4 30.3 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/053 E9 Lab - How to run predictions against an existing SageMaker Endpoint.mp4 29.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/055 E9 SageMaker Endpoint Features.mp4 29.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/12 2020 Artificial Intelligence (AI) Services/119 8. Amazon Textract Summary.mp4 28.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/05 2020 SageMaker Service Overview/039 2020 Popular Frameworks and Bring Your Own Algorithm.mp4 28.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/005 2020 Preparation - AWS Machine Learning Specialty Exam.mp4 28.3 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/042 E9 Lab - Data Preparation Simple Regression.mp4 27.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/090 Demo - DeepAR Dynamic Features Training and Prediction.mp4 26.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/05 2020 SageMaker Service Overview/035 Introduction to SageMaker.mp4 26.8 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/07 SageMaker - Principal Component Analysis (PCA)/066 Demo - PCA with Random Dataset.mp4 26.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/17 2020 Databases on AWS/167 2020 Amazon ElastiCache - Usage Example Features.mp4 26.4 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/04 E9.7 Model Performance Evaluation/028 Binary Classifier - SKLearn Confusion Matrix.mp4 25.8 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/15 2020 Storage for Servers/157 2020 Elastic File System FSx for Windows FSx for Lustre.mp4 25.4 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/12 2020 Artificial Intelligence (AI) Services/116 5. Amazon Polly.mp4 25.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/12 2020 Artificial Intelligence (AI) Services/108 1. Introduction.mp4 24.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/07 SageMaker - Principal Component Analysis (PCA)/072 Demo - PCA Projection with SageMaker.mp4 24.3 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/10 E9 Integration Options for Model Endpoint/099 Microservice - Lambda to Endpoint - Payload.mp4 23.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/125 In-Place Analytics and Portfolio of Tools.mp4 23.2 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/123 Kinesis - Streaming and Batch Processing.mp4 23.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/04 E9.7 Model Performance Evaluation/024 Introduction.mp4 22.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/17 2020 Databases on AWS/164 2020 Aurora and Aurora Serverless Relational Database.mp4 21.9 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/02 SageMaker Housekeeping/013 Demo - S3 Bucket Setup.mp4 20.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/17 2020 Databases on AWS/168 2020 Amazon Redshift.mp4 17.8 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/002 Introduction.mp4 14.8 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/17 2020 Databases on AWS/166 2020 Cassandra and DocumentDB.mp4 14.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/045 E9 Lab - Data Preparation Non-linear Data set.mp4 13.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/10 E9 Integration Options for Model Endpoint/095 Install Python and Boto3 - Local Machine.mp4 13.6 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/129 Lab - Query with Athena.mp4 13.3 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/10 E9 Integration Options for Model Endpoint/094 Integration Overview.mp4 11.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/091 Summary.mp4 11.0 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/07 SageMaker - Principal Component Analysis (PCA)/074 Summary.mp4 6.7 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/07 SageMaker - Principal Component Analysis (PCA)/065 PCA Demo Overview.mp4 5.1 MB
2020 AWS SageMaker, AI and Machine Learning - With Python/15 2020 Storage for Servers/154 AWS-Storage.pdf 923.7 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/120 AWS-Data-Lake.pdf 906.1 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/05 2020 SageMaker Service Overview/034 AWS-SageMaker-Algorithms-and-Frameworks.pdf 678.2 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/040 XGBoost-WM.pdf 568.8 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/14 2020 Deep Learning and Neural Networks/136 AWS-Deep-Learning-01.pdf 529.8 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/17 2020 Databases on AWS/161 AWS-Database-Distribution-ML.pdf 500.1 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/001 AWS-Certified-Machine-Learning-Specialty-Preparation.pdf 320.5 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/001 AWS-Housekeeping.pdf 290.6 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/02 SageMaker Housekeeping/012 AWS-Introduction-ML-Concepts.pdf 266.9 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/12 2020 Artificial Intelligence (AI) Services/106 AWS-AI-Services.pdf 261.2 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/001 AWS-SageMaker-Course-Introduction.pdf 256.4 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/04 E9.7 Model Performance Evaluation/023 Model-Performance-Evaluation.pdf 207.9 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/10 E9 Integration Options for Model Endpoint/093 Local-Machine-Housekeeping.pdf 200.9 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/10 E9 Integration Options for Model Endpoint/096 Local-Machine-Housekeeping.pdf 200.9 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/02 SageMaker Housekeeping/012 SourceCode-and-Data-Setup.pdf 179.4 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/081 AWS-SageMakerDeepAR-WM.pdf 176.0 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/05 2020 SageMaker Service Overview/034 2020.01-AWS-SageMaker-WM.pdf 160.1 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/08 SageMaker - Factorization Machines/075 2.AWS-SageMakerFactorizationMachine-WM.pdf 133.8 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/07 SageMaker - Principal Component Analysis (PCA)/063 AWS-SageMakerPCA-WM.pdf 118.7 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/10 E9 Integration Options for Model Endpoint/093 AWS-SageMaker-Integration.pdf 116.6 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/009 E8-AWSTop6ReasonsCloudComputing.pdf 105.4 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/11 E9 SageMaker HyperParameter Tuning/102 AWS-SageMaker-Hyperparameter-Tuning.pdf 71.0 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/02 SageMaker Housekeeping/012 usa-airpassengers-numeric.xlsx 59.8 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/11 E9 SageMaker HyperParameter Tuning/104 Lab Tuning Movie Rating Factorization Machine Recommender System.en.srt 16.9 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/14 2020 Deep Learning and Neural Networks/138 Concepts - Gradient Descent Loss Function for Regression.en.srt 14.5 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/17 2020 Databases on AWS/163 2020 Relational Database Service (RDS) - Features and Benefits.en.srt 14.0 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/03 E9 Machine Learning Concepts/019 E9 Data Types - How to handle mixed data types.en.srt 13.6 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/15 2020 Storage for Servers/156 2020 Elastic Block Store (EBS).en.srt 13.2 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/044 E9 Lab - Training Simple Regression.en.srt 12.2 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/060 E9 XGBoost HyperParameters and Tuning.en.srt 12.1 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/08 SageMaker - Factorization Machines/078 Demo - Movie Recommender Data Preparation.en.srt 11.9 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/03 E9 Machine Learning Concepts/018 E9 Introduction to Machine Learning Concepts Terminologies.en.srt 11.3 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/008 2020 Configure IAM Users Setup Command Line Interface (CLI).en.srt 11.2 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/04 E9.7 Model Performance Evaluation/033 Multiclass Classifier.en.srt 11.0 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/083 DeepAR Training and Inference Formats.en.srt 10.8 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/085 Demo - Bike Rental as Time Series Forecasting Problem.en.srt 10.8 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/11 E9 SageMaker HyperParameter Tuning/102 FM-Autotuning-Lab-Configuration.xlsx 10.6 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/003 2020 - Overview - AWS Machine Learning Specialty Exam.en.srt 10.5 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/082 Introduction to DeepAR Time Series Forecasting.en.srt 10.4 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/14 2020 Deep Learning and Neural Networks/139 Concepts - Gradient Descent Loss Function for Classification.en.srt 10.3 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/05 2020 SageMaker Service Overview/037 DataFormat.en.srt 10.3 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/10 E9 Integration Options for Model Endpoint/101 Microservice - API Gateway Lambda to Endpoint.en.srt 10.0 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/122 Introduction to Data Lake.en.srt 10.0 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/05 2020 SageMaker Service Overview/038 2020 SageMaker Built-in Algorithms.en.srt 10.0 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/05 2020 SageMaker Service Overview/036 Instance Type and Pricing.en.srt 10.0 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/03 E9 Machine Learning Concepts/020 E9 Introduction to Python Notebook Environment.en.srt 9.8 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/041 E9 Introduction to XGBoost.en.srt 9.8 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/001 Gap-Analysis.xlsx 9.5 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/09 SageMaker - DeepAR Time Series Forecasting/084 Working with Time Series Data Handling Missing Values.en.srt 9.5 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/10 E9 Integration Options for Model Endpoint/097 Client to Endpoint using SageMaker SDK.en.srt 9.3 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/15 2020 Storage for Servers/155 2020 Introduction to Storage.en.srt 9.3 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/06 E9 XGBoost - Gradient Boosted Trees/048 E9 Lab - Data Preparation Bike Rental Regression.en.srt 9.1 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/03 E9 Machine Learning Concepts/021 E9 Introduction to working with Missing Data.en.srt 8.9 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/134 Lab Serverless Customer Review Solution Part 1.en.srt 8.8 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/17 2020 Databases on AWS/162 2020 AWS Databases - Introduction Benefits and Types.en.srt 8.8 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/01 Introduction and Housekeeping/009 Six Advantages of Cloud Computing.en.srt 8.7 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/04 E9.7 Model Performance Evaluation/025 Regression Model Performance.en.srt 8.6 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/04 E9.7 Model Performance Evaluation/032 Binary Classifier - Area Under Curve Metrics.en.srt 8.6 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/13 2020 AWS S3 Data Lake Architecture/124 Data Formats and Tools for Data Format Conversion.en.srt 8.5 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/17 2020 Databases on AWS/165 2020 DynamoDB - Primary Key Partitions and Features.en.srt 8.5 KB
2020 AWS SageMaker, AI and Machine Learning - With Python/08 SageMaker - Factorization Machines/080 Demo - Movie Predictions By User.en.srt 8.3 KB
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