cancel
Showing results for 
Search instead for 
Did you mean: 
Data Engineering
cancel
Showing results for 
Search instead for 
Did you mean: 

Forum Posts

missyT
by New Contributor III
  • 1064 Views
  • 3 replies
  • 4 kudos

Resolved! AI assistant and machine Learning

I am looking to create a basic virtual assistant (AI) that implements machine learning mechanisms.I have some basic knowledge of Python and I have seen some courses on the internet (youtube in particular) that look very interesting.But for the moment...

  • 1064 Views
  • 3 replies
  • 4 kudos
Latest Reply
valeryuaba
New Contributor III
  • 4 kudos

Hey everyone!I'm clearly excited about this topic since I'm a huge fan of AI assistants and machine learning. MissyT, creating a basic virtual assistant with machine learning capabilities is an excellent idea! With your simple knowledge of Python and...

  • 4 kudos
2 More Replies
Maverick1
by Valued Contributor II
  • 2005 Views
  • 5 replies
  • 7 kudos

How to deploy mlflow models to sagemaker endpoints where sagemaker refers the private docker registry?

Is it possible to deploy the mlflow model to a sagemaker endpoint where the image URL is not referring to an image in ECR but the image is actually present in a private docker registry?

  • 2005 Views
  • 5 replies
  • 7 kudos
Latest Reply
Atanu
Esteemed Contributor
  • 7 kudos

@Saurabh Verma​ , this to create the endpoint.also, check this out - https://github.com/mlflow/mlflow/blob/0fa849ad75e5733bf76cc14a4455657c5c32f107/mlflow/sagemaker/__init__.py#L361

  • 7 kudos
4 More Replies
Maverick1
by Valued Contributor II
  • 2299 Views
  • 10 replies
  • 7 kudos

Resolved! How to infer the online feature store table via an mlflow registered model, which is deployed to a sagemaker endpoint?

Can an mlflow registered model automatically infer the online feature store table, if that model is trained and logged via a databricks feature store table and the table is pushed to an online feature store (like AWS RDS)?

  • 2299 Views
  • 10 replies
  • 7 kudos
Latest Reply
Kaniz
Community Manager
  • 7 kudos

Hi @Saurabh Verma​ , Feature Store <> SageMaker integration is not fully rolled out yet. We are looking to roll that out in Private Preview mode soon. It will need DynamoDB online store type which will be available soon.

  • 7 kudos
9 More Replies
Dunken
by New Contributor III
  • 2210 Views
  • 7 replies
  • 3 kudos

Resolved! Databricks and CD4ML

I would like to use Databricks in a CD4ML way (see also https://martinfowler.com/articles/cd4ml.html). Is this possible? I would like to develop and train models in one environment once qualified, I would like to deploy the model with the application...

  • 2210 Views
  • 7 replies
  • 3 kudos
Latest Reply
Atanu
Esteemed Contributor
  • 3 kudos

something below you are looking for @Armin Galliker​ ?

  • 3 kudos
6 More Replies
adnanzak
by New Contributor II
  • 1933 Views
  • 3 replies
  • 0 kudos

Resolved! Deploy Databricks Machine Learing Models On Power BI

Hi Guys. I've implemented a Machine Learning model on Databricks and have registered it with a Model URL. I wanted to enquire if I could use this model on Power BI. Basically the model predicts industries based on client demographics. Ideally I would...

  • 1933 Views
  • 3 replies
  • 0 kudos
Latest Reply
adnanzak
New Contributor II
  • 0 kudos

Thank you @Werner Stinckens​  and @Joseph Kambourakis​  for your replies.

  • 0 kudos
2 More Replies
Maverick1
by Valued Contributor II
  • 10149 Views
  • 14 replies
  • 7 kudos

Resolved! How to deploy a databricks managed workspace model to sagemaker from databricks notebook

I wanted to deploy a registered model present in databricks managed MLFlow to a sagemaker via databricks notebook?As of now, it is not able to run mlflow sagemaker build-and-push container command directly. What all configurations or steps needed to ...

  • 10149 Views
  • 14 replies
  • 7 kudos
Latest Reply
Kaniz
Community Manager
  • 7 kudos

Hi @Saurabh Verma​ , Yes, it's the right process. Thanks.

  • 7 kudos
13 More Replies
Maverick1
by Valued Contributor II
  • 2318 Views
  • 8 replies
  • 14 kudos

Resolved! Real-time model serving and monitoring on Databricks at scale

How to deploy real-time model on databricks at scale? Right now, The model serving is very limited to 20 requests per second. Also, There are no model monitoring framework/graphs like the one's provided with AzureML or Sagemaker frameworks.

  • 2318 Views
  • 8 replies
  • 14 kudos
Latest Reply
sean_owen
Honored Contributor II
  • 14 kudos

I believe the next update to serving will include 1, not 2 (this is still within a Databricks workspace in a region). I don't think multi-model endpoints are on the roadmap next.How does Airflow integration relate?

  • 14 kudos
7 More Replies
Labels