Artificial Intelligence and Machine Discussions| SAP Community

SAP Leaonardo

Hi Team, For SAP Leaonardo course learning what are all the technologies require. For AI and For Mechine Learning Thank you Murali

Macro that takes screenshot of SAP

Hello, does anyone know or have you made a script for a macro that can take a screenshot of a transaction in SAP?

AI Business Services and Medical fraud

Hi You mentioned on the stakeholder call a use case for AI Business Services and Medical fraud. Can you please send more info about this? thanks Dean

Resolved! What is the commercialization model for embedded AI?

Some applications like SuccessFactors and S4 have AI capabilities embedded in them as opposed to being consumed as business services (similar to microservices). Do customers pay for embedded AI?

how to make generic data validation for machine learning

How to make say this value field XXX updated with his value time to time and also I need it into machine Learning apps. The value has to be of what minimum quality and in wich specific table to make the app to be designed for this? And also the machi...

Resolved! What ML Technique is used in Data Attribute Recommendation Business Service?

Hello Friends, Can anyone please give some hints about the underlying ML Alogorithm or Techniqueue used in SAP AI Data Attribute Recommendation Business Service? We need to get some idea about how it works.Please help. Thanks and Regards Avijit...

How to start using Embedded Machine Learning within S/4 HANA 1709 On Premise edition ?

Hello Expert, I am currently using S/4 HANA 1709 On Premise as test system for exploring the Machine Learning . My question is:Where can i find the document on step by step details to start implementing the Machine Learning embedded within S/4 HA...

Jupyterlab: File Load Error for autos.csv

hello in the blog https://blogs.sap.com/2019/11/05/hands-on-tutorial-machine-learning-push-down-to-sap-hana-with-python/ i went through all steps and in Jupyterlab, i get above error when i want to open the file: auts.csv. Please advise what i...

github download ml-examples not possible

hello i cannot download the files as explained in the link of https://blogs.sap.com/2019/11/05/hands-on-tutorial-machine-learning-push-down-to-sap-hana-with-python/ On this level, in Github is no option to download. What is wrong? Thanks for ...

SAP Leonardo Machine Learning Foundation availability on Cloud Foundry Trial Account

Hi all, is the SAP Leonardo Machine Learning Foundation Service still available on Cloud Foundry? I can't access it anymore! Please help me! Regards, Robin

Resolved! Python code to call ML Object Detection API

Could someone please share an python example of how can we call the Object Detection API? It would help me a lot!

Forecast Model - Gradient Boosting

Hi everyone, Wondering if someone in this group have used Gradient Boosting to forecast sales demand volume? Having to tuning the mandatory parameters: 1) Maximum Number of Trees 2) Learning Rate 3) Maximum Tree Depth I am using sales price...

Resolved! SAP Hana Python

Hello, I have a database on HANA and I would like to use machine learning on these datas. I tried to connect python on SAP HANA to get better performances when running my python script . However, when I just try to do a head.collect() to get 1000...

Resolved! Bring Your Own Model in SAP ML Foundation: Saved_Model format

Hi all, is there any blog or documentation which explains what is the Saved_Model format, i.e. what is the format a tensorflow trained model must have to be uploaded in SCP? I have created and trained my own model with keras. I saved the architec...

Resolved! what are things we can think of from python for SAP?

Hello, Anything you think we can do with python in SAP. Any scenerios ? Thanks, Vimal

Resolved! SAP Leonardo Machine Learning Foundation BYOM error

Hi, I'm still new to SAP Leonardo Machine Learning Foundation and I've encountered an issue when using the BYOM feature. I have developed an TensorFlow model using version 1.11 which is supported by SAP Leonardo Machine Learning Foundation but wh...

Resolved! Leonardo ML Foundation Re-trainable services - image classification - instantiation does not work

Hi there, i am currently working on SAP Leonardo Machine Learning Foundation. Unfortunately I have the problem that I cannot call the machine learning instance. I always get the same error. I configured the instance as described in different tutori...

Connection Unauthorized SAP Leonardo Machine Learning

Hello, I was trying to integrate the Image and Product Image Classification SAP Leonardo Machine Learning Functional Services published from the SAP API Business Hub sandbox in a SAPUI5 application. However, when I try to setup the destination I...

Is there any Online machine learning algorithm for complex dynamical system

Hi...I have a complex dynamical system which takes input as x1, x2, x3 and gives output as y1, y2, y3. I don't have any mathematical model of the system. x(k) is the present input to the system and y(k) is the present output of the system. My Objecti...

PAL_ONEWAY_ANOVA : statistics output table not created through R

Hello, I'm wrapping PAL function in R and I'm using PAL_ONEWAY_ANOVA for the machine learning algoritm ANOVA. I have debug on R to see where the problem comes from; here is the error message: [SAP AG][LIBODBCHDB DLL][HDBODBC] General error;1327...

Resolved! Training Service for Customizable Image Object Detection - long runtime, no result

Dear Experts, we are using this training service for fine tuning the default model. However, submitted jobs run for a very long time(days). Afterwards, the "jobs" folder and sub-folders remain mostly empty. There is 1 pipeline_xxx.log file but it h...

OCR parameters explanation

Hey,I've got some questions regarding the parameters of the OCR service.As stated in the documentation there are several different options for the page segmentation mode and the type of the machine learning model.The description of these parameters i...

How to retrain product text classification in SAP Leonardo

I had tried retraining of image classification and its working fine. i have text files and i want to do text classification in that..What should be training data format for retraining product text classification.

How we can deploy retrain models of SAP Leonardo machine learning on SAP WEB UI

How i can deploy my retrain models of SAP Leonardo ML Foundation on SAP WEB UI. I am trying to use this https://github.com/SAPDocuments/Tutorials/blob/master/tutorials/ml-fs-sapui5-img-classification/sapui5ml-imageclassifier But this telling how ...

SAP DBTech JDBC: [591]: internal error: no more resultset for table out parameter ?

Hi, I am running SAP PAL Random decision Tree algorithm. I receive the following error whenever I execute the training procedure. Could not execute 'SYS_AFL.PAL_RANDOM_DECISION_TREES (#PAL_GBDT_DATA_TBL, #PAL_PARAMETER_TBL, #PAL_RDT_MODEL_T...

Time Series API from Machine Learning Foundation is missing

Hi Team, Wanted to know about the missing APIs from SAP Machine Learning Foundation. There was this time series API with the url: https://sandbox.api.sap.com/ml/timeseriesforecast/inference_sync Can you please help me find this API...

Resolved! Machine Learning Inference service for Sandbox not working.

Hi All, We have been usimg Image Feature Extraction inference service from Sandbox server since few months and it was working fine. Today we are facing errors while invoking sandbox server, https://sandbox.api.sap.com/ml {"fault":{"faultstrin...

Machine Learning algorithm to find correlations between columns in a table.

Hi All, I have a table with say 10 columns. I want to find the correlation between these columns. Can someone please tell me which Machine Learning Algorithm can be used to find correlations between columns in a table. Someone please help...

Resolved! OCR API from SAP Leonardo ML functional services error

I have used the OCR API from SAP Leonardo ML functional services without any problem, but now a day I'm receiving the following error. { "error": { "code": "400", "message": "Internal error: Could not process the document", "requestId": "decf6f72-...

POC for SAP Leonardo

Dear team We want to create POC for SAP leonardo, Please help in this regard how we can proceed with it.

Regarding usage of Optical Character Recognition (OCR) API

Hi Team, We were testing this new API (Optical Character Recognition (OCR) API) based on OCR technology and have 2 queries based on functionality/usage. 1.) Its "Try It Out" functionality works for .PDF files and correctly list out the contents a...

ML Post closing with 'No Stock Coverage' & high stock value

Dears We have been closing the ML with 'no stock coverage' check. We have no found that certain materials are showing a very high stock value even for one unit of inventory in stock. I guess this has happened because we ticked 'no stock coverage'...

ML Post Closing and Inventory Value without 'Stock Coverage Check'

Dears We have been doing ML settlement without 'stock coverage check' so far. While analyzing the stock values, it is found that for certain materials, a very huge value were posted as price differences and hence showing a very high stock value, ...

Blog still in "Submit for review"

Hello, I submitted my blog post and it has been in 'Submit for Review' status since then. No response yet. What is the process to have the blog published? This is my first blog post on this site, so I'm not familiar with the process. Thanks, ...

Resolved! SAPTechEd presentations?

Hi, I'm still missing some of the presentations of SAPTechEd 2017 Las Vegas. Specifically I'm looking for the slides of sessions CPL140 and CPL225 (both by Frank Wu). Since I can't find him on SAP Community (both because he doesn't seem to exist ...

Resolved! Leonardo ML Functional API Python examples

Could anyone please provide example API usage with Python? Currently the "Generate Code" option displays examples in Javascript, Java, Swift, Curl, ABAP and SAPUI5. For example this answer describes using prodimgclassifier and I would like to know wa...

Resolved! Need Python 3 code snippet to call SAP Leonardo ML ReST API prodimgclassifier

Here's my NON-WORKING version using Python library requests. import requests import json import logging try: import http.client as http_client except ImportError: # Python 2 import httplib as http_client http_client.HTTPConnection.deb...

How to learn SAP Leonardo machine learning

Hello Friends, Can you guide me, how to learn and make a career in SAP Leonardo machine learning. Thanks

Resolved! How to get a set up with SAP HCP and Leonardo ?

Hi Experts, I want to do a case study for my client. So I want to demonstrate a small case study on SAP Leonardo and HCP IOT. So how to get these free / less paid accesses for some time being. And how to get started with these two. Please give e so...

Image Feature Extraction API Error with PostMan (400 Bad Request)

Hi, I try to test the ML Service for Image Feature Extraction When I try with Postman, I get a 400 Bad Request Error { "_id": "6a02b7e0-b503-4c86-a4a4-3d1b1a2832a0", "error": "Invalid request", "error_description": "Service requ...