Product shortages and supply-chain disruptions have dominated the headlines in the past few years, fueled by the far-reaching impact of pandemics, natural disasters, and political instability. Supply chain teams must predict, prepare, and respond to ...
A few weeks ago, we discussed how an SAP system could be set up to be “externally-signed”, i.e. trusted so that the system is truly what someone may claim it to be. This is the root of all SSL trust relationships. Now that we have set up such a tru...
In an age where technology is the linchpin of progress, Artificial Intelligence (AI) has emerged as a game-changer across various industries. In Human Resources (HR), AI’s footprint is becoming increasingly dominant. The seamless integration of AI in...
In the first part of 2023, I began investigating the implications of AI for the software industry, IT service management, and society in general. I will continue my research and offer my thoughts on everything interesting and futuristic that I come ...
Much has been said and written about ChatGPT, which has undoubtedly changed how the world looks at AI and technology. This article talks about what Generative AI/ChatGPT seems like from a layman's point of view. Just my 2 cents and not a plethora...
As the digital world continuously metamorphoses, Artificial Intelligence (AI) emerges like a blazing supernova at the heart of the technology galaxy. The year 2023 has seen AI advancements sprint at a breakneck pace, revolutionizing various industrie...
AI is no longer limited to the most advanced IT and technological fields. Project Management is one of the more conventional and non-technical fields where it is progressively encroaching. What effects will this have on project managers? What inform...
Author: iatco.sergiu "Have you ever wished to ask an AI agent questions about selected thousands of pages after you have woken up from a good sleep?" I wrote the blog “Hello, world!” your crafted chat GPT bot!" about how to use OpenAI API to submi...
Self-service relies on a knowledge experience for our users that is effortless and intelligent. For this reason, we are especially pleased to announce the launch of a new ‘Support Knowledge Search’ experience, starting May 23, 2023. This new experien...
**Update on June 23, 2023** Starting June 29, 2023, the SAP ONE Support Launchpad will redirect you to SAP for Me without further prompts. Find more information in My Support. The SAP ONE Support Launchpad is migrating to SAP for Me as your cen...
Author: iatco.sergiu So far, I think most of us have tested and used chatGPT for various tasks. Perhaps you tried, as well as other tools built on top like MONICA or Jupyter Notebook extensions for data science projects. Once you understand how tool...
Change point detection in time series data plays a crucial role across various domains. In a previous blog post, we showcased the application of Bayesian Change Point Detection using the Python machine learning client for SAP HANA(hana-ml). However, ...
Introduction Machine learning and predictive analytics are transforming the business world in countless ways, from improving operational efficiencies to optimizing marketing strategies. Companies that harness the power of these technologies can gain ...
Dear SAP Community, We're thrilled to offer you a new SAP Community Call focused on one of the most trending topics of the IT industry right now: artificial intelligence (AI). Trustworthy AI is one of the three key pillars that SAP’s AI strategy is b...
Author: iatco.sergiu I participated in the SAP HANA ML Challenge - Employee Churn and I came in second place . I would like to thank the entire SAP expert team for the initiative and organization! Presentation of the winners' solutions on YouTub...
Greetings, SAP Community members. After an engaging SAP Stammtisch PLUS held on October 28th at SAP Gurgaon (Read - SAP Stammtisch Plus Gurgaon – Great networking and learning opportunity | SAP Blogs), we are back again on November 18th, 2022 same p...
Customer behavior, post-pandemic economic recovery, extreme heatwaves and drought due to climate change, inflation, supply chain disruption, and an energy crisis have caused many challenges for companies. In the following blog, I will give you an en...
A glimpse of what I’ve learnt about REST API design, and how I think these learning points can be applied to Machine Learning (ML) Engineering Motivation When I started my first ML engineering project in my current team in SAP, I had no idea that ...
Introduction : The process by which computers learn to recognize patterns, or the capacity to continuously learn from and make predictions based on data, then make adjustments without being specifically programmed to do so, is known as machine ...
Late last year, we introduced SAP AI Core & SAP AI Launchpad, which were both made generally available via the SAP Business Technology Platform (aka BTP). With these 2 products you can productise and operate AI models that natively integrate with ...
There are different ways you can process sales documents in the system, depending on your specific needs. In the simplest case, you can enter a sales document with several items on a single screen. In SAP S/4HANA Cloud, we continue to automate the c...
I worked on this project with my colleagues gianluigi.bagnoli, stuart.clarke2, dayanand.karalkar2, yatsea.li, amagnani and jacobtan In the first blog post of our series dedicated to AI & Sustainability, my colleague gianluigi.bagnoli introduced y...
I worked on this project with my colleagues gianluigi.bagnoli, stuart.clarke2, dayanand.karalkar2, yatsea.li, amagnani and jacobtan In our previous blog post, my colleague gianluigi.bagnoli explained to you the storyline of our blog post series a...
Introduction Dear readers, I am a software developer, and this is my very first blog post. Generally, when we talk about a mobile app, a native android or ios app comes into our mind which requires learning separate set of languages to develop androi...
Optimizing model architecture for using DP-SGD decreases disparities across groups in collaboration with : Anderson Santana De Oliveira, Caelin Kaplan, Khawla Mallat, Volkmar Lotz, and Tanmay Chakraborty The responsible design and use of AI technolo...
Are you exploring whether you should use machine learning to solve your own business’ problem? Are you wondering whether automation is a machine learning problem? Looking for where to get started to leverage SAP’s Artificial Intelligence products? ...
Australian Open 2022 Tennis Men's single final that happened on 30-Jan-2022 between Rafael Nadal and Daniil Medvedev was a testament of endurance, skill, sportsmanship and above all a supreme battle of Tennis. While rest of the world was enjoying the...
Introduction:In this blog post, I will highlight the role of Machine learning in the current competitive environment and how ML is helping enterprises to respond to customers, competitors, regulators, and partners faster than their peers in transform...
The concept of digital watermarking has been known for 30 years, mainly for image and audio contents. The goal is to insert a unique, hidden and non-removable signal in the original content, to be used as an identifier. If a thief steals a content, t...
We're all familiar with Recommender Engines, whether on YouTube, Twitter, or in news articles. Once a novelty, they are now a dear companion through our daily lives. In this post, we won't go into the essence of Recommender Engines, but will explain ...
Many voices argue that Artificial Intelligence destroys businesses and kills jobs, but I tend to disagree with the notion because it is not something that just came out of nowhere. As a participant-observer of the ‘workplace’ dynamic, I crisscro...
Künstliche Intelligenz bietet Unternehmen die Chance viele Prozesse zu automatisieren und somit Kosten zu sparen und die Effizienz zu steigern. In diesem Blogbeitrag möchte ich auf das Thema eingehen, wie Sie ***removed by moderator*** Wir freuen uns...
Do you want to develop an ML app with the ability to continuously improve your model using retraining (i.e., re-running the training process on new set of data.)? This blog post will help you understand the steps required to set up the entire retrai...
Predicting the future gives businesses a competitive advantage. Artificial Intelligence brings in predictive analytics – which takes predictions one step further. Predictive analytics, often known as advanced analytics, uses Machine Learning and busi...
The world economic forum calls artificial intelligence the next big thing of the 21st century that will drive the engine of change in this technological era. In his book titled The fourth industrial revolution, Klaus Schwab mentions that the adoption...
If you had access to a SAP Data Intelligence system, you would of course Build a SAP Data Intelligence ML Scenario with TensorFlow. In case you had not, leverage a Raspberry Pi instead: To prepare, I install Jupyter Lab on Raspberry PI: I also nee...
“This initiative is driven by the strong belief that companies, even when working in different industries, can benefit from learning and sharing experiences.” He is an engineer from Polytech'Nice-Sophia. She graduated in Applied Mathematics and ...
This article includes contributions from my colleagues shalvi, margarida.costa and janick.frasch (Intelligent Processes, SAP S/4HANA Product Management) It is widely known that machine learning methods require large amounts of training data. More of...
A complex time series in real life usually has many change points inside it. When dealing with such data, simply applying traditional seasonality test to it may not render a convincing decomposition result. In this blog post, we will show how to use ...
3 years ago, when Machine Learning became more widely used in the industry, we realised that there were very few tools that could help to experiment and prototype ML models quickly. Not only that, but in the industry, ML was facing issues that didn’t...
Answer Set Programming (ASP) is a software paradigm that can be used to represent knowledge and to solve combinatorial and information-intensive problems. Combinatorial search problems are those believed to not have an efficient way to reduce the spa...
On the weekend the article Connector for SAP Leonardo Machine Learning Foundation appeared in my Google News feed on my phone. I think it provides a nice overview of existing scenarios for SAP Leonardo Machine Learning Foundation. I did not find such...
Logic Programming (LP) is a programming strategy for generating useful information by applying rules of transformations over data, with respect to a logic framework. In deductive logic – which is the main topic of this article – rules consist of ve...
Zefiro - Guided Selling Agent Guided Selling is the answer to the following paradigm: “I want, as a customer, to go in that store because the salesperson understands exactly what I need, and I’ll get the best directions for my purchase”. It addresse...
What makes a pair of fashionable shoes and a swimsuit unmissable in the suitcase prepared for a weekend to the beach? And why not within the just-bought hiking boots a one-click booking into a camping in the Dolomites, because you love adventures? T...
In 2001 the father of W3C consortium, Tim Berners-Lee, stated: “The Semantic Web is an extension of the current web in which information is given well-defined meaning, better enabling computers and people to work in cooperation”. Since the publicatio...
Ever looked for matches that were less than 100% perfect? Key-based matches not working for you? Until a few years ago, fuzzy matching was the only answer we had. Today, data science algorithms are breaching the boundaries of the “possible”. Find out...
The Skies the Limit We are lucky in the Newtown Square office that our Business Women's Network works with the local Techgirlz chapter to give middle school girls hands on experiences for future tech roles. TechGirlz’ mission is to inspire middle ...
Machine learning is a transformative technology that continues to change the way data is processed, insights are gained, and businesses are run. However, given how relatively new this field is, data scientists and machine learning engineers often fin...
I have been working in the analytics industry for some time and keep getting a lot of questions from people I know personally as well as on professional platforms like linkedin, about how they can make a career transition into this amazing field. I h...
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How did I extend my Joule Work Desktop (JWD) and h...
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SAP-RPT-1.6, Tabular Orchestration, and RPT Playgr...
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AI-Powered Forecasting with SAC, SAP RPT & Gen AI ...
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