AWS Personalize

AWS Personalize enables developers to build applications with the same machine learning (ML) technology used by for real-time personalized recommendations – no ML expertise required.

Amazon Personalize makes it easy for developers to build applications capable of delivering a wide array of personalization experiences, including specific product recommendations, personalized product re-ranking, and customized direct marketing. Amazon Personalize is a fully managed machine learning service that goes beyond rigid static based rules based recommendation systems and trains, tunes, and deploys custom ML models to deliver highly customized recommendations to customers across industries such as retail and media and entertainment.

Amazon Personalize provisions the necessary infrastructure and manages the entire ML pipeline, including processing the data, identifying features, using the best algorithms, and training, optimizing, and hosting the models. You will receive results via an Application Programming Interface (API) and only pay for what you use, with no minimum fees or upfront commitments. All data is encrypted to be private and secure, and is only used to create recommendations for your users.

Below are the cmdlets which are available with AWS Personalize

Get-PERSAlgorithm                                  DescribeAlgorithm                             
Get-PERSBatchInferenceJob                          DescribeBatchInferenceJob                     
Get-PERSBatchInferenceJobList                      ListBatchInferenceJobs                        
Get-PERSCampaign                                   DescribeCampaign                              
Get-PERSCampaignList                               ListCampaigns                                 
Get-PERSDataset                                    DescribeDataset                               
Get-PERSDatasetGroup                               DescribeDatasetGroup                          
Get-PERSDatasetGroupList                           ListDatasetGroups                             
Get-PERSDatasetImportJob                           DescribeDatasetImportJob                      
Get-PERSDatasetImportJobList                       ListDatasetImportJobs                         
Get-PERSDatasetList                                ListDatasets                                  
Get-PERSEventTracker                               DescribeEventTracker                          
Get-PERSEventTrackerList                           ListEventTrackers                             
Get-PERSFeatureTransformation                      DescribeFeatureTransformation                 
Get-PERSFilter                                     DescribeFilter                                
Get-PERSFilterList                                 ListFilters                                   
Get-PERSRecipe                                     DescribeRecipe                                
Get-PERSRecipeList                                 ListRecipes                                   
Get-PERSSchema                                     DescribeSchema                                
Get-PERSSchemaList                                 ListSchemas                                   
Get-PERSSolution                                   DescribeSolution                              
Get-PERSSolutionList                               ListSolutions                                 
Get-PERSSolutionMetric                             GetSolutionMetrics                            
Get-PERSSolutionVersion                            DescribeSolutionVersion                       
Get-PERSSolutionVersionList                        ListSolutionVersions                          
New-PERSBatchInferenceJob                          CreateBatchInferenceJob                       
New-PERSCampaign                                   CreateCampaign                                
New-PERSDataset                                    CreateDataset                                 
New-PERSDatasetGroup                               CreateDatasetGroup                            
New-PERSDatasetImportJob                           CreateDatasetImportJob                        
New-PERSEventTracker                               CreateEventTracker                            
New-PERSFilter                                     CreateFilter                                  
New-PERSSchema                                     CreateSchema                                  
New-PERSSolution                                   CreateSolution                                
New-PERSSolutionVersion                            CreateSolutionVersion                         
Remove-PERSCampaign                                DeleteCampaign                                
Remove-PERSDataset                                 DeleteDataset                                 
Remove-PERSDatasetGroup                            DeleteDatasetGroup                            
Remove-PERSEventTracker                            DeleteEventTracker                            
Remove-PERSFilter                                  DeleteFilter                                  
Remove-PERSSchema                                  DeleteSchema                                  
Remove-PERSSolution                                DeleteSolution                                
Update-PERSCampaign                                UpdateCampaign                                

You can also check other AWS Services, and each services cmdlets we are providing.

Click on this Link for an Single place, where you get all the PowerShell cmdlets sorted based on the modules.

You can also refer other blogs on PowerShell at link

You can also refer other blogs on Microsoft at link

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References are taken from Microsoft and AWS

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