This blog will explain Linear Regression algorithm, a way to achieve Data modeling (fourth step in CRISP-DM model) CRISP-DM: Cross Industry Standard Process for Data Mining provides a structured approach to planning a data mining project. This model...
How did you learn your lessons at school when you were young? How confident were you about your success? Most importantly, how high were you evaluated by your teachers? There is a high probability that you were evaluated on a grade scale. Either a l...
Humans are good at conversations. We understand what someone means when they say something and can understand when a word like “bank” is used in the context of a financial institute or a riverbank. We use the power of logical, linguistic, emotional r...
Miklov et al. introduced the world to the power of word vectors by showing two main methods: Skip–Gram and Continuous Bag of Words (CBOW). Soon after, two more popular word embedding methods built on these methods were discovered. In this post, we...
In this blog, I will continue from part 1 and show how to build machine learning models in Rstudio and execute directly in SAP HANA without moving data out of HANA. Also in this part, I will give examples on how to bring Machine Learning Models into ...
Ladies and gentlemen, behold: A number eight! Generated by a computer! Are you impressed? I guess not. And that’s ok. As you may know, I’m super enthusiastic about Generative Adversarial Networks or GANs. This is the third and final post in a seri...
In my previous blog post we looked at deepfakes and how machine learning can be used to forge or construct digital impressions such as images or video. Many of the examples provided there use a technique based on a paper by Ian Goodfellow et al from ...
Machine synthesized speech, images and video in high quality and high volume is upon us. Some are used for entertainment purposes, others are created to deliberately spread disinformation. A central component is a class of machine learning called gen...
An exciting opportunity to influence SAP has begun with the cycle of the 2019 SAP Customer Engagement Initiative (CEI). The SAP Customer Engagement Initiative gives you early insights into new SAP product developments. Afterwards, product managers wi...
Too long to read Having a common terminology (in general) is key for understanding and developing Europe is still in the race for AI with a lot of high-quality (basic) research Use machine-learning to shed light and support humans in searchi...
Last Updates 22.03.2023 Machine learning, predictive, and data science are very popular, and no one questions any more that companies should infuse every aspect of their business with machine learning. To make this happen, SAP offers several poss...
Photo by Adam Fossier on Unsplash Algorithms determine the people we meet on Tinder, recognize your face to open the keyless door or fire you when your productivity drops. Machines are used to make decisions about health, employment, education, vital...
Hello everyone! If there is one course you have to take on openSAP, this is Enterprise Machine Learning in a Nutshell, period. It will help you get an overview of what machine learning is and how it can support business. Claire Donelon presented the...
Today Inside Sales has become a critical function of many businesses. If one must go with predictions; more than 60% of all sales job in the US would be Inside Sales by 20201. There are many reasons why businesses are investing in Inside Sales functi...
At SAP we help our customers to become Intelligent Enterprises. This is a transformation, not tactical purchasing of newer technologies. As part of our Innovation Management Consulting, we help customers to establish their own Intelligent Technology...
This is the second part of a two parts tutorial. In this part we take the trained model that we created in the first part, upload it to Machine Learning Foundation and use it. We will create three Python files, one that carries a bunch of helper func...
This is the first part of a two parts tutorial. In this part we create a TensorFlow model and save the trained model. In the second part we will take our saved model upload it to Machine Learning Foundation and use it. Our model will be a three-layer...
When you’re a beginner bot builder, learning about natural language understanding, conversation flows and messaging platforms can feel a bit overwhelming. In this guide, I’m going to help you build your first bot on SAP Conversational AI. By the end...
Hi there:) I'm gonna write about a series of deep learning blog to explain deep learning principles. To explain deep learning principle clearly, this series of the articles will be explained with Python codes from scratch not using frameworks such a...
This is the second article in a series of articles in the space of Deep Learning and how to use SAP Leonardo ML Foundation for the same. These articles will cover the complete process of a Deep Learning project starting for data preparation to predic...
What a day it was!. It was a wonderful day of learning, meeting amazing people, great location and great food! We organized SAP CodeJam on Machine Learning topic at Bengaluru on 14th December 2018. The day started with a full house of 32 particip...
New incident solution matching service takes SAP’s customer support experience to the next level with enhanced AI technology To help you get relevant, technical support faster, SAP launched incident solution matching – a new solution recommender th...
Join us at SAP TechEd Barcelona! Everyone in your company is talking about the intelligent enterprise, automated processes, and the empowerment of employees with the help of intelligent technologies like machine learning? And you don’t know how to b...
The SAP Leonardo Machine Learning Foundation is made up of various services that can be accessed as API calls. For a personal project I need the result values of the respective calls. Therefore, I wrote test cases for these service calls. Because a T...
Hello Everyone , In this blog we are going to learn how to leverage capabilities of machine learning foundation offered by SAP . In the below use case we will show step by step approach of uploading data to cloud foundry by cloud foundry CLI and tes...
Machine learning is still a relatively new field and many people haven't yet figured the distinction between what's possible and what's speculation. One of the most important facets of machine learning from an SAP perspective is security. The crux of...
Do you know Cozmo? The friendly robot from Anki? Well...here he is... Cozmo is a programmable robot that has many features...and one of those includes a camera...so you can Cozmo take a picture of something...and then do something with tha...
Problem Statement: Over the past many years, people have pioneered the process of making the world run better. For every new development, there is a lot of thought process involved with which humans get centered to only one specific problem and somew...
Introduction In this blog we'll see how customizable object detection service offered by SAP Machine Learning Foundation can be tailored to detect objects in images which are not detected by standard offering.(You don't need to be an ML expert e...
On May 17th, I attended the 4th Rise of AI conference in Berlin. The conference grew from 17 participants in 2015 to 70 in 2016, 300 in 2017, and this year 700. Although many more interested people wanted to participate, the event organisators, V...
Meet AyTee, an IT chatbot developed in SAP Labs Israel, which enables SAP employees to receive time-saving, effective and “cool” professional IT help, 24/7, anywhere from around the globe! A Star is Born Back in February 2017, a member of the Clien...
Declarations of the retail apocalypse for brick-and-mortar stores are more than overblown; they’re downright wrong, according to experts at a recent conference -- and they’ve got data to back them up. A savvy use of data can help retailers del...
先日、SAPのAI戦略に関するプレスセミナーを実施しました。 各メディアに掲載いただいていますので、ご紹介します。 「SAPは企業向けITのAIでトップランナー」、機械学習技術を「Leonardo」で展開 http://monoist.atmarkit.co.jp/mn/articles/1802/14/news044.html 「ビジネスの“第2の柱”」SAPジャパンが「Leonardo」の価値を語る http://ascii.jp/elem/000/001/630/16...
We are — all of us — equipped with the best minds in the known universe. Between ourselves and our predecessors, we humans have created virtually everything we touch. We achieved this using a tool which represents the absolute pinnacle of inte...
Panel Discussion with Florian Heretsch – 50 People Sitting in the Room I had the opportunity to attend the International VDI Conference about Artificial Intelligence on the 29th of November 2017. This event was mostly designed for managers and ch...
We often nowadays hear of Machine Learning algorithms, like image recognition, pattern detection, clustering, etc. however it is still not so evident in most cases how to translate them into business benefits. In this article, I would like to share ...
SAP held its Leonardo Live event in Chicago on November 2nd and 3rd and as part of the outstanding agenda we were able to highlight our SAP Next-Gen activities in the Chicago area. The agenda featured several SAP and industry thought leaders, an e...
Are you a developer interested in machine learning? If you have already read books and posts on the topic, but still welcome support to get started, we can help! SAP TechEd Barcelona 2017 is your chance to learn about machine learning algorithms and...
Source: SAP This was an ASUG BITI webcast given by SAP Figure 2: Source: SAP Recommend modeling iwth PAL - algorithms are implemented in server, where data resides, see much better performance Figure 3: Source: SAP PAL is for data scientist...
SAP's tomraftery presented this today, hosted by svea.becker Source: SAP Tom says there is still a lot of confusion about what it is It is not a product, application but a brand It is an innovation portfolio product Follow Tom on twitter t...
Over the past few years I’ve delved into the topic of customer experience, uncovering how new technologies are empowering businesses to know more about their customers than ever before. While there’s nothing wrong with beer getting smarter at the sh...
Are you a developer interested in machine learning? If you have already read books and posts on the topic, but still welcome support to get started, we can help! SAP TechEd Bangalore 2017 is your chance to learn about machine learning algorithms and...
The article is meant for software developers that use random numbers in their code; and brings out the perspective that there are different "types" of random numbers. In machine learning and statistics, we make use of random numbers for doing a vari...
Agile and innovative startups expand the SAP ecosystem in the field of Machine Learning – Find out how in our webinars! SAP.iO Startup Program supports startups in the development and provision of innovative solutions or SAP customers. It`s objec...
This year’s EMNLP conference was located in Copenhagen, Denmark and took 5 days.There was an interesting mix of quite technical talks and more high-level talks, usually hold or led by social scientists who leverage NLP to scale their experiments. O...
Machine Learning is taking center stage in the tech industry and for good reason. The machine learning revolution has given humans the power to produce interactive software that learns from and adapts to user behavior, getting smarter through its own...
Abstract (source: ASUG/SAP) This session will cover some of the external machine learning systems, and how SAP HANA can be used to integrate with them. Additionally, we will cover some of the other machine learning technologies in the SAP portfolio,...
Rosie, the robotic maid, from The Jetsons is virtually perfect. She’s feisty, funny, efficient and above all, empathetic. As chatbots and digital assistants continue to naturalize the workplace, Rosie becomes the standard. The challenge, with this v...
SAP Leonardo ポートフォリオは、SAPの最新の要素技術や業界向けソリューションを提供するポートフォリオです。IoT、機械学習や、ブロックチェーンがそのカバー範囲です。 APIベースで提供されているので、サンドボックス環境に今すぐアクセスして試すことができます。 ぜひ触ってみて、ブログにシェアしてください。 SAP Leonardo Machine Learning on the SAP API Business Hub 難易度：初心者向け 所要時間：30分 SAP Le...
You are a developer interested in machine learning? You’ve already read some books and posts on the topic, but you still don’t know how to get started? I have some good news for you – we can help! SAP TechEd Las Vegas 2017 is your chance to learn ab...
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