Machine Learning on AWS Deep Dive
Focused View
4:59:48
242 View
001 Course Introduction.mp4
03:42
002 How to Follow Along with Demos in This Course.mp4
13:22
002 awss landing page to create a new account.zip
002 github repository for course files.zip
001 Section Introduction.mp4
09:49
002 SageMaker Canvas Overview.mp4
02:57
002 SageMaker Cost.html
003 Setting Up SageMaker Canvas.mp4
04:44
003 demo github repository.zip
004 Running Predictions in SageMaker Canvas.mp4
14:08
005 SageMaker Studio Lab Overview.mp4
02:35
005 sign-up page for sagemaker studio lab.zip
006 Setting Up a SageMaker Studio Lab Account.mp4
06:34
006 sagemaker studio lab.zip
007 Exploring the SageMaker Studio Lab Examples.mp4
07:45
008 SageMaker Studio Overview.mp4
02:40
009 Setting Up SageMaker Studio for Course Demos.mp4
09:33
009 github repository for course files.zip
010 Section Summary.mp4
01:49
001 Section Introduction.mp4
04:30
002 Importing Data into Data Wrangler.mp4
13:47
003 Analyzing and Visualizing Data in Data Wrangler.mp4
12:33
004 Transforming Data in Data Wrangler.mp4
14:55
005 Exporting Data for Training.mp4
10:58
006 Working with the SageMaker Feature Store.mp4
04:39
007 Ingesting and Accessing Features in SageMaker Feature Store.mp4
15:00
008 Section Summary.mp4
01:00
001 Section Introduction.mp4
02:53
002 SageMakers Built-In Algorithms.html
002 Using SageMakers Built-In Algorithms.mp4
09:16
003 SageMakers Algorithms in Action.mp4
15:00
004 Using Popular Frameworks.mp4
05:41
005 Working in Script Mode with a Framework.mp4
09:45
006 Using SageMaker Experiments to Manage Training Jobs.mp4
11:04
007 Detecting Bias with SageMaker Clarify.mp4
13:09
007 amazon bias example.zip
007 healthcare risk bias example.zip
008 Using SageMaker for Collaboration.mp4
06:10
009 Section Summary.mp4
02:07
001 Section Introduction.mp4
03:03
002 Working with SageMaker Batch Transform.mp4
08:01
003 Hosting Real-Time Endpoints for Live Inference.mp4
09:21
004 Load Testing Your Auto Scaling Configuration.html
004 Optimizing Machine Learning Deployments.mp4
05:35
004 Run a Custom Load Test with Amazon SageMaker Inference Recommender.html
005 Section Summary.mp4
01:19
001 Section Introduction.mp4
02:50
002 Securing Your Resources in a VPC.mp4
05:07
003 Using the Principle of Least Privilege.mp4
04:10
004 Encrypting Data at Rest and in Transit.mp4
08:11
005 Protecting Credentials with Secrets Manager.mp4
03:27
006 Monitoring Model Input and Output.mp4
01:18
007 Enabling Logging for Model Access.mp4
02:54
008 Using Version Control on Model Artifacts.mp4
03:38
009 Section Summary.mp4
01:49
001 Course Summary.mp4
04:55
002 Conclusion and Whats Next.mp4
02:05
002 amazon sagemaker blog.zip
002 sagemaker example notebooks.zip
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Acloud Guru
View courses Acloud GuruA Cloud Guru is an online training platform for people interested in Information Technology. Most of the courses offered prepare students to take certification exams for the three major cloud providers.
- language english
- Training sessions 45
- duration 4:59:48
- English subtitles has
- Release Date 2023/04/06
