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文档列表

9 - Deployment/126 - Online Inference Realtime.mp4 122.6 MB
6 - Machine learning/61 - Classification Model evaluation.mp4 113.3 MB
6 - Machine learning/63 - Deep Learning.mp4 99.6 MB
5 - Exploratory Data Analysis/44 - Data transformation TextImages.mp4 92.1 MB
7 - AI services/78 - Customers reviews sentiment analysis.mp4 89.1 MB
8 - Modelling/113 - Docker containers with Sagemaker.mp4 88.2 MB
4 - Data Engineering/32 - AWS Glue crawler transformation.mp4 86.8 MB
3 - Compute Storage and Database/14 - Amazon S3 Overview.mp4 85.2 MB
8 - Modelling/114 - XGBoost Churn prediction.mp4 66.9 MB
2 - AWS Accounts and IAM/9 - IAM Users Groups Roles and Policies.mp4 65.0 MB
8 - Modelling/90 - Amazon SageMaker.mp4 64.4 MB
5 - Exploratory Data Analysis/55 - Exam cram.mp4 61.4 MB
5 - Exploratory Data Analysis/54 - Amazon Elastic Map Reduce EMR.mp4 61.4 MB
6 - Machine learning/57 - Machine Learning categories.mp4 60.3 MB
4 - Data Engineering/24 - Amazon Kinesis Data Streams.mp4 58.0 MB
9 - Deployment/135 - XGBoost Churn prediction deployment.mp4 55.9 MB
5 - Exploratory Data Analysis/43 - Data transformation NumbersCategories.mp4 55.9 MB
3 - Compute Storage and Database/16 - Block vs File vs Object Storage.mp4 55.3 MB
5 - Exploratory Data Analysis/49 - Create a labelling job.mp4 54.2 MB
1 - Lets Get Started/1 - How to Use this Course.mp4 53.2 MB
3 - Compute Storage and Database/13 - Amazon Elastic Container Service ECS.mp4 52.2 MB
3 - Compute Storage and Database/17 - Amazon EBS.mp4 51.6 MB
3 - Compute Storage and Database/21 - Amazon Redshift.mp4 50.2 MB
7 - AI services/85 - Amazon Forecast.mp4 48.4 MB
9 - Deployment/128 - Sagemaker Deployment.mp4 48.4 MB
3 - Compute Storage and Database/15 - IAM Policies Bucket Policies and ACLs.mp4 47.3 MB
4 - Data Engineering/27 - Create a Kinesis Data Firehose.mp4 47.0 MB
5 - Exploratory Data Analysis/53 - Running SQL queries in Athena.mp4 46.5 MB
6 - Machine learning/74 - Exam cram.mp4 45.1 MB
4 - Data Engineering/36 - Exam cram.mp4 44.6 MB
3 - Compute Storage and Database/20 - Amazon DynamoDB.mp4 44.4 MB
4 - Data Engineering/31 - AWS Glue.mp4 44.2 MB
9 - Deployment/131 - Sagemaker Security.mp4 43.7 MB
5 - Exploratory Data Analysis/48 - Amazon Sagemaker Ground Truth.mp4 43.5 MB
3 - Compute Storage and Database/19 - Amazon FSx.mp4 43.2 MB
5 - Exploratory Data Analysis/38 - CrossIndustry Standard Process for Data Mining CRISPDM.mp4 43.0 MB
4 - Data Engineering/26 - Amazon Kinesis Data Firehose.mp4 42.5 MB
8 - Modelling/124 - Exam cram.mp4 41.3 MB
2 - AWS Accounts and IAM/7 - HOL Configure Account and Create a Billing Alarm.mp4 41.3 MB
6 - Machine learning/68 - Neural Network characteristics.mp4 41.2 MB
3 - Compute Storage and Database/12 - Amazon Elastic Compute Cloud EC2.mp4 40.8 MB
2 - AWS Accounts and IAM/6 - HandsOn Lesson HOL Create Your AWS Free Tier Account.mp4 37.7 MB
8 - Modelling/94 - Linear Learner.mp4 37.3 MB
5 - Exploratory Data Analysis/40 - Data types.mp4 37.0 MB
8 - Modelling/119 - Hyperparameter tuning job.mp4 36.6 MB
7 - AI services/84 - Amazon Textract.mp4 35.8 MB
6 - Machine learning/62 - Dimensionality Reduction.mp4 35.6 MB
6 - Machine learning/59 - Regression Model evaluation.mp4 35.0 MB
4 - Data Engineering/30 - Amazon Kinesis Video Streams.mp4 34.8 MB
7 - AI services/77 - Amazon Comprehend.mp4 34.4 MB
5 - Exploratory Data Analysis/45 - Imputation Techniques.mp4 33.9 MB
5 - Exploratory Data Analysis/39 - Plots.mp4 33.9 MB
4 - Data Engineering/29 - Amazon Kinesis Data Analytics.mp4 33.8 MB
4 - Data Engineering/25 - Create a Kinesis Data Stream.mp4 33.8 MB
9 - Deployment/129 - Inference Pipeline.mp4 33.2 MB
2 - AWS Accounts and IAM/10 - HOL Create IAM User Account.mp4 31.9 MB
9 - Deployment/132 - Sagemaker Model Monitor.mp4 31.9 MB
8 - Modelling/116 - Bring Your Own BYO Docker.mp4 31.7 MB
7 - AI services/86 - Amazon Lex.mp4 31.5 MB
6 - Machine learning/66 - Convolutional Neural Network CNN.mp4 31.5 MB
7 - AI services/83 - AWS Deeplens.mp4 31.2 MB
5 - Exploratory Data Analysis/50 - Amazon Quicksight.mp4 30.7 MB
7 - AI services/82 - Amazon Rekognition.mp4 30.7 MB
8 - Modelling/120 - Distributed Training.mp4 30.6 MB
8 - Modelling/92 - Create an Amazon SageMaker Notebook instance.mp4 30.6 MB
5 - Exploratory Data Analysis/52 - Amazon Athena.mp4 30.6 MB
8 - Modelling/112 - Builtin algorithms recap.mp4 30.5 MB
2 - AWS Accounts and IAM/8 - AWS IAM Overview.mp4 30.3 MB
9 - Deployment/130 - SageMaker Monitoring.mp4 30.3 MB
2 - AWS Accounts and IAM/5 - AWS Account Overview.mp4 30.0 MB
5 - Exploratory Data Analysis/51 - Create an analysis using Quicksight.mp4 29.8 MB
8 - Modelling/118 - Hyperparameter tuning.mp4 29.4 MB
8 - Modelling/108 - Object2Vec.mp4 28.7 MB
8 - Modelling/99 - Image classification.mp4 26.8 MB
9 - Deployment/133 - Sagemaker Neo and IOT greengrass.mp4 26.5 MB
6 - Machine learning/65 - Computer Vision CV.mp4 26.5 MB
8 - Modelling/110 - IP insights.mp4 25.0 MB
9 - Deployment/136 - Exam cram.mp4 24.2 MB
8 - Modelling/111 - Reinforcement learning.mp4 23.2 MB
6 - Machine learning/71 - Preventing overfitting.mp4 23.0 MB
8 - Modelling/103 - BLazingText.mp4 22.9 MB
8 - Modelling/115 - Script mode.mp4 22.6 MB
7 - AI services/80 - Amazon Transcribe.mp4 21.7 MB
5 - Exploratory Data Analysis/46 - Unbalanced data.mp4 21.6 MB
3 - Compute Storage and Database/18 - Amazon Elastic File System EFS.mp4 21.6 MB
8 - Modelling/98 - DeepAR.mp4 21.3 MB
8 - Modelling/95 - XGBoost.mp4 21.2 MB
7 - AI services/79 - Amazon Translate.mp4 21.1 MB
8 - Modelling/123 - Sagemaker Autopilot.mp4 21.1 MB
8 - Modelling/122 - Sagemaker Debugger.mp4 21.0 MB
7 - AI services/87 - Amazon Fraud detector.mp4 20.6 MB
8 - Modelling/97 - Factorization machines.mp4 20.5 MB
8 - Modelling/101 - Semantic Segmentation.mp4 20.3 MB
6 - Machine learning/64 - Natural Language processing NLP.mp4 20.1 MB
7 - AI services/81 - Amazon Polly.mp4 19.8 MB
1 - Lets Get Started/2 - The MLSC01 Exam.mp4 19.7 MB
8 - Modelling/100 - Object Detection.mp4 19.6 MB
8 - Modelling/106 - Random Cut Forest RCF.mp4 19.5 MB
6 - Machine learning/70 - OverfittingUnderfitting.mp4 18.8 MB
6 - Machine learning/58 - Regression.mp4 18.7 MB
8 - Modelling/96 - KNearest Neighbours.mp4 18.6 MB
8 - Modelling/91 - Amazon SageMaker Walkthrough.mp4 18.5 MB
8 - Modelling/107 - Kmeans clustering.mp4 18.5 MB
4 - Data Engineering/22 - Introduction.mp4 18.3 MB
3 - Compute Storage and Database/11 - Introduction.mp4 18.0 MB
6 - Machine learning/72 - Validation techniques.mp4 18.0 MB
8 - Modelling/117 - Sagemaker Instance types.mp4 17.7 MB
6 - Machine learning/60 - Classification.mp4 16.9 MB
8 - Modelling/102 - Seq2Seq.mp4 16.6 MB
4 - Data Engineering/34 - AWS Database Migration Service DMS.mp4 16.5 MB
5 - Exploratory Data Analysis/41 - Data distribution.mp4 16.5 MB
8 - Modelling/93 - Builtin algorithms overview.mp4 15.7 MB
6 - Machine learning/67 - Recurrent Neural Network.mp4 15.5 MB
8 - Modelling/121 - Apache Spark with Sagemaker.mp4 15.3 MB
5 - Exploratory Data Analysis/47 - Outliers.mp4 15.0 MB
4 - Data Engineering/35 - AWS Step Functions.mp4 14.7 MB
8 - Modelling/104 - Neural Topic Model NTM.mp4 14.2 MB
2 - AWS Accounts and IAM/4 - Introduction.mp4 14.2 MB
6 - Machine learning/69 - Neural Networks problems.mp4 14.0 MB
9 - Deployment/125 - Introduction.mp4 12.9 MB
9 - Deployment/134 - EC2 Inf1 instances.mp4 12.7 MB
4 - Data Engineering/33 - AWS Batch.mp4 12.5 MB
7 - AI services/75 - Introduction.mp4 11.3 MB
5 - Exploratory Data Analysis/37 - Introduction.mp4 11.2 MB
8 - Modelling/109 - Principal Component Analysis PCA.mp4 10.9 MB
5 - Exploratory Data Analysis/42 - Feature Engineering.mp4 10.6 MB
8 - Modelling/89 - Introduction.mp4 10.5 MB
6 - Machine learning/73 - Ensemble learning.mp4 10.1 MB
9 - Deployment/127 - Batch transform.mp4 10.0 MB
6 - Machine learning/56 - Introduction.mp4 10.0 MB
4 - Data Engineering/28 - Kinesis Data Streams vs Firehose.mp4 9.6 MB
8 - Modelling/105 - Latent Dirichlet Allocation LDA.mp4 9.1 MB
4 - Data Engineering/23 - Amazon Kinesis.mp4 8.9 MB
7 - AI services/88 - Exam cram.mp4 7.4 MB
7 - AI services/76 - AI services.mp4 6.4 MB
6 - Machine learning/61 - Classification Model evaluation English.vtt 36.5 kB
9 - Deployment/126 - Online Inference Realtime English.vtt 29.1 kB
6 - Machine learning/63 - Deep Learning English.vtt 28.5 kB
5 - Exploratory Data Analysis/44 - Data transformation TextImages English.vtt 26.5 kB
8 - Modelling/113 - Docker containers with Sagemaker English.vtt 22.5 kB
8 - Modelling/90 - Amazon SageMaker English.vtt 18.5 kB
7 - AI services/78 - Customers reviews sentiment analysis English.vtt 18.2 kB
5 - Exploratory Data Analysis/38 - CrossIndustry Standard Process for Data Mining CRISPDM English.vtt 17.1 kB
5 - Exploratory Data Analysis/43 - Data transformation NumbersCategories English.vtt 16.6 kB
6 - Machine learning/57 - Machine Learning categories English.vtt 15.7 kB
4 - Data Engineering/24 - Amazon Kinesis Data Streams English.vtt 15.0 kB
5 - Exploratory Data Analysis/54 - Amazon Elastic Map Reduce EMR English.vtt 14.6 kB
3 - Compute Storage and Database/14 - Amazon S3 Overview English.vtt 14.3 kB
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7 - AI services/85 - Amazon Forecast English.vtt 13.6 kB
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8 - Modelling/94 - Linear Learner English.vtt 13.0 kB
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4 - Data Engineering/32 - AWS Glue crawler transformation English.vtt 12.6 kB
6 - Machine learning/59 - Regression Model evaluation English.vtt 11.8 kB
4 - Data Engineering/31 - AWS Glue English.vtt 11.7 kB
9 - Deployment/128 - Sagemaker Deployment English.vtt 11.5 kB
6 - Machine learning/68 - Neural Network characteristics English.vtt 11.0 kB
5 - Exploratory Data Analysis/45 - Imputation Techniques English.vtt 10.9 kB
4 - Data Engineering/36 - Exam cram English.vtt 10.7 kB
8 - Modelling/124 - Exam cram English.vtt 10.5 kB
2 - AWS Accounts and IAM/9 - IAM Users Groups Roles and Policies English.vtt 10.4 kB
7 - AI services/84 - Amazon Textract English.vtt 10.2 kB
4 - Data Engineering/26 - Amazon Kinesis Data Firehose English.vtt 10.2 kB
9 - Deployment/131 - Sagemaker Security English.vtt 10.1 kB
5 - Exploratory Data Analysis/53 - Running SQL queries in Athena English.vtt 10.0 kB
8 - Modelling/114 - XGBoost Churn prediction English.vtt 10.0 kB
6 - Machine learning/62 - Dimensionality Reduction English.vtt 9.8 kB
7 - AI services/77 - Amazon Comprehend English.vtt 9.8 kB
8 - Modelling/108 - Object2Vec English.vtt 9.7 kB
5 - Exploratory Data Analysis/49 - Create a labelling job English.vtt 9.7 kB
5 - Exploratory Data Analysis/39 - Plots English.vtt 9.6 kB
3 - Compute Storage and Database/13 - Amazon Elastic Container Service ECS English.vtt 9.4 kB
8 - Modelling/99 - Image classification English.vtt 9.3 kB
2 - AWS Accounts and IAM/7 - HOL Configure Account and Create a Billing Alarm English.vtt 9.2 kB
3 - Compute Storage and Database/16 - Block vs File vs Object Storage English.vtt 9.2 kB
5 - Exploratory Data Analysis/55 - Exam cram English.vtt 9.0 kB
2 - AWS Accounts and IAM/10 - HOL Create IAM User Account English.vtt 8.9 kB
7 - AI services/86 - Amazon Lex English.vtt 8.8 kB
8 - Modelling/118 - Hyperparameter tuning English.vtt 8.7 kB
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4 - Data Engineering/27 - Create a Kinesis Data Firehose English.vtt 8.6 kB
8 - Modelling/98 - DeepAR English.vtt 8.6 kB
5 - Exploratory Data Analysis/48 - Amazon Sagemaker Ground Truth English.vtt 8.4 kB
4 - Data Engineering/30 - Amazon Kinesis Video Streams English.vtt 8.4 kB
2 - AWS Accounts and IAM/6 - HandsOn Lesson HOL Create Your AWS Free Tier Account English.vtt 8.3 kB
7 - AI services/83 - AWS Deeplens English.vtt 8.2 kB
5 - Exploratory Data Analysis/50 - Amazon Quicksight English.vtt 8.2 kB
3 - Compute Storage and Database/21 - Amazon Redshift English.vtt 8.2 kB
11 - Additional Training/137 - Bonus Lesson.html 8.1 kB
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8 - Modelling/103 - BLazingText English.vtt 7.9 kB
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8 - Modelling/120 - Distributed Training English.vtt 7.5 kB
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8 - Modelling/111 - Reinforcement learning English.vtt 7.0 kB
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8 - Modelling/93 - Builtin algorithms overview English.vtt 6.8 kB
7 - AI services/82 - Amazon Rekognition English.vtt 6.7 kB
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8 - Modelling/97 - Factorization machines English.vtt 6.7 kB
8 - Modelling/101 - Semantic Segmentation English.vtt 6.7 kB
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6 - Machine learning/65 - Computer Vision CV English.vtt 6.5 kB
8 - Modelling/112 - Builtin algorithms recap English.vtt 6.5 kB
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9 - Deployment/135 - XGBoost Churn prediction deployment English.vtt 6.3 kB
7 - AI services/80 - Amazon Transcribe English.vtt 6.2 kB
8 - Modelling/96 - KNearest Neighbours English.vtt 6.1 kB
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9 - Deployment/133 - Sagemaker Neo and IOT greengrass English.vtt 5.9 kB
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8 - Modelling/100 - Object Detection English.vtt 5.8 kB
5 - Exploratory Data Analysis/41 - Data distribution English.vtt 5.7 kB
8 - Modelling/116 - Bring Your Own BYO Docker English.vtt 5.7 kB
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8 - Modelling/106 - Random Cut Forest RCF English.vtt 5.6 kB
7 - AI services/87 - Amazon Fraud detector English.vtt 5.4 kB
6 - Machine learning/67 - Recurrent Neural Network English.vtt 5.3 kB
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8 - Modelling/117 - Sagemaker Instance types English.vtt 4.3 kB
8 - Modelling/121 - Apache Spark with Sagemaker English.vtt 4.2 kB
1 - Lets Get Started/1 - How to Use this Course English.vtt 4.2 kB
2 - AWS Accounts and IAM/8 - AWS IAM Overview English.vtt 4.2 kB
8 - Modelling/109 - Principal Component Analysis PCA English.vtt 3.8 kB
4 - Data Engineering/34 - AWS Database Migration Service DMS English.vtt 3.8 kB
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