Sap leonardo machine learning foundation

19.07.2020   |   by Shaktitaur

I would recommend please go through first part. In this blog post i will talk about how to deploy model on cloud foundry that we have created in previous part, doing inference from deployed model using tensorflow serving API. For this blog post i am assuming you know the process of service instance and keys creations. It will fetch you token now we are good to go further.

Zip the saved model and specify the path to load model in file parameter, send the request you will be able to see modelName and fileName name of model and file should be same or it will throw error in the response if its successful. For details visit this link. Tensorflow Serving : It is a flexible, high-performance serving system for machine learning models, designed for production environments. Open any sample imagereshape and convert into tensor.

Make the request you will see the probabilities of each class in response. Figure : Sample image label ankle boot. Existing customers will receive support and can continue to use ML Foundation until the end of their contract term. Technical Articles. Roshan Kumar Gupta. Posted on January 30, 5 minute read. Follow RSS feed Like. Figure : Directory structure after training model 1.

Figure : Service key of ML Foundation service I would also suggest please go through the first blog post for getting clear picture. PredictRequest request. CopyFrom tf. Alert Moderator.SAP Trainings : Due to the temporary closure of training centers current status hereall planned classroom training courses in the affected countries have been converted to our virtual learning method SAP Live Class until further notice - thus the original offer is still fully available in these countries. For more details please check our FAQ.

Is the course not scheduled? Or looking for other dates and locations that fit your schedule? Let us know what works for you by clicking the button below and select your preferred location.

We will do our best to consider your request. COVID measures: SAP Trainings : Due to the temporary closure of training centers current status hereall planned classroom training courses in the affected countries have been converted to our virtual learning method SAP Live Class until further notice - thus the original offer is still fully available in these countries. Solution Release: Test and use deep learning models in your own applications ML Foundation use-case 2: re- trainable services.

Customizing of deep learning models by re- training with customer-specific data customizable image classification and customizable text classification ML Foundation use-case 3: bring your own TensorFlow model. You will install a small tool during the workshop to access machine learning services on SAP cloud platform.

SAP Leonardo Machine Learning – Overview

Submit your request Is the course not scheduled? Register Interest. Book this product. Have questions? Visit the Help Center.Output would look like this if you send say a mobile phone image, the score tells most promising match:.

Do you have any documentation to know how to Customize the Model. Like where to navigate and process of doing it. Does this mean customer or partner need retrain the models using their own data before they can use them in a production environment? Hi, While deployed in hana cloud the local image location is not being identified whereas in local tomcat deployment it went well… please find the below error found in cloud:. MLConsumptionServlet] anonymous https-jsse-nioexec na itrial mlconsumption web itrial na na na na Servlet.

Former Member. Posted on July 24, 3 minute read. Follow RSS feed Like. Steps 1. Add missing imports Insert the following code below line 8: import java. URISyntaxException; import java.

sap leonardo machine learning foundation

URL; import java. URLConnection; import java. File; import java. InputStream; import java. OutputStream; import java. PrintWriter; import java. OutputStreamWriter; import java. Scanner; import java. Alert Moderator. Assigned tags.

Related Blog Posts. Related Questions.From zero to hero!!! Not every topic or service is covered however by following the examples for image classification you should get a very good idea of what to do for other services. ML Foundation was recently made available in the SAP Cloud Platform trial so you can follow along with the tutorials without needing a productive license.

Topics range from practical how-to instructions on administration, data loading and modeling, and integration with other SAP solutions, to more conceptual projects to help build out new solutions using mobile applications or predictive analysis. I am facing issue while i am trying to deploy the retraining model I have been able upload the model and submit the job.

Yes, I was able to view the retraining. Here is the snapshot. Given that the above videos were based on the trial service which is no longer available they have been archived. Technical Articles. Posted on November 26, 1 minute read.

SAP Leonardo Machine Learning Foundation Intro Video

Follow RSS feed Like. Happy machine learning! Alert Moderator. Assigned tags. Related Blog Posts. Related Questions.

Hands-on Video Tutorials for SAP Leonardo Machine Learning Foundation

You must be Logged on to comment or reply to a post. Michelle Crapo. November 27, at pm. Thank you for pointing us to more tutorials.

Like 1.Ever heard of SAP Leonardo? If not, you can learn more in this openSAP course. The course includes a unit about machine learning ML. The term is currently used widely by researchers, companies and the press. For a better understanding here is the definition from Wikipedia:.

It is seen as a subset of artificial intelligence. As a developer, it is not easy to believe that a system can do something right without precise instructions. But it works. Everyone who has played Pitfall knows the challenges of the game. See this blog for details. Of course, in addition to solving computer games, there are other use cases of machine learning. These include, for example, the translation of text, the recognition of text in images or the recognition of faces.

Such use cases make a lot of sense in business. Just think about unlocking your smartphone with your face. This is a complex task for a small device like a Smartphone. Where is the connection to SAP Leonardo? Well, with the Functional Services of the SAP Leonardo Machine Learning Foundation, there are such possibilities as translating and recognizing text based on machine learning.

That can also be done easily, quickly and for free. Without having to install a special software.

sap leonardo machine learning foundation

As an ABAP developer you can even use these services quite comfortably …. The services overview page is here. To get an overview, no login is required.

If you would like to test the services online in a sandbox, you must log in. For each service there is a description, so that you can first inform yourself what the task of the service is.

Of course, a developer is interested in what possibilities the services offer. The page looks like this.This blog focuses on the SAP Leonardo Machine Learning and provides the readers with an understanding and overview of the current features offered. The services offered are explained below.

This portfolio includes the following three components. The following diagram describes the different services provided by the machine learning foundation. Here are some of the examples of these APIs:. Some of the services offered are listed below:. Business users can use the output of the models in the form of insights, scores and decisions to help them in their day to day work while data scientists can debrief the models to understand how they work and update them to increase accuracy and ROI.

For example, SAP Leonardo Machine Learning foundation can enable service organizations, by easily categorizing and smartly processing incoming service inquiries, or by analyzing historical activities of business network users. Some of the services called as intelligent services are listed below:. We go with the assumption that the customers understand the need to set up a next generation platform for predictive and cognitive analytics.

What is SAP Leonardo - A solution with IoT, Blockchain, AI, Analytics, Big Data & Machine Learning

Many customers have already realized the importance of having an enterprise wide adoption of machine learning as compared to having niche applications run by group of data scientists. The blog series I started last year was meant to provide a brief introduction about some of the fundamentals that anyone should know before getting started like the algorithm learning styles or the project methodology.

This is probably a good first step. We just need to keep in mind that each algorithms and techniques have strength and weaknesses. Sainath Kumar. Posted on January 29, 4 minute read.

Follow RSS feed Like. Alert Moderator. Assigned tags. Related Blog Posts. Related Questions. You must be Logged on to comment or reply to a post. January 31, at pm. Nice recap! Like 3. Pavan Golesar.

June 3, at pm. Keep it up! Like 0. Mohammed zahid. July 3, at pm. How much Machine learning knowledge is required?

Thanks and Regards, M. July 8, at am. Link Text. Open link in a new tab. No search term specified. Showing recent items. Search or use up and down arrow keys to select an item.Or see our complete list of local country numbers.

Deliver data intelligence with AI and information management. Enable data-driven innovation and intelligent processes with data orchestration and machine learning services. Deliver intelligent, relevant, contextual insights to users with data hub processing across your IT landscape.

Manage machine learning models effectively with built-in tools for data governance, management, and transparency. Connect data silos and increase visibility into global assets through data processing based on open-source technology. SAP Data Intelligence 3. Learn how hybrid data management helps you automate data management processes to expedite insights, supporting innovation and growth. Support data science projects with a scaleable platform, enabling you to take advantage of technologies such as artificial intelligence.

Discover how hybrid data management can simplify your data use to expedite insights for greater innovation and growth. Realise business results fast with expert-led training, hands-on experience, and best practices for SAP Data Intelligence. Find the best training and certification for you and your team using our visual learning guides. Plan your learning journey to get started quickly.

SAP partners provide the service and support you need to meet your enterprise goals. Extract value from distributed data by connecting data assets and generating business insights using the SAP Data Hub solution.

Contact Us Call us at. Contact Us E-mail us with comments, questions or feedback. Deliver data intelligence with AI and information management Enable data-driven innovation and intelligent processes with data orchestration and machine learning services. Watch the overview video Read the solution brief. Extract value from your distributed data. Discover and connect multiple data types regardless of where the data resides Refine and reuse audio, image, and video streams and data from devices based on the Internet of Things Optimise governance and minimise compliance risk with robust metadata management rules Orchestrate and execute modular data pipelines across distributed infrastructures.

Learn more. Scale AI and machine learning capabilities. Design and deploy state-of-the-art AI models using data science tools like those provided by JupyterLab Get insights into the performance of machine learning models with advanced reporting capabilities Deploy, test, and retrain models automatically using a central cockpit.

Read the solution brief.

sap leonardo machine learning foundation

Embrace open technologies with confidence. Employ a modular, container-based system in the cloud using open-source technologies such as Python, R, and TensorFlow Create and reuse custom operators through a flexible, modular system Bring your own models, deploy them, reuse them in new models, and orchestrate data flows to and from these models. Learn more about the latest release. What are analysts saying about AI and data management? Read the Gartner report. Hybrid data management drives growth Learn how hybrid data management helps you automate data management processes to expedite insights, supporting innovation and growth.


Recent Comments