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313 results
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An Introduction to SAP Predictive Analytics 2.0 and SAP HANA Predictive Tools
In this exclusive report by Hillary Bliss, take a walk into the world of the SAP suite of predictive tools with an in-depth tour of the new SAP Predictive Analytics 2.0 and how it ties into SAP HANA and SAP Lumira. Learn the importance of general predictive modeling concepts, and then apply those concepts as...…
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Anomaly Detection Algorithms in Supply Chain Analytics
Anomaly detection algorithms do exactly what the name suggests – detect anomalies in the data. The simplest example is your body temperature. If you had a sensor measuring your body temperature, and the date is being fed to an anomaly detector in the form of time series data (like every one hour), if the temperature…
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An Introduction to SAP Predictive Analysis and How It Integrates with SAP HANA
In this exclusive report, take a walk into the world of SAP Predictive Analysis and how it ties into SAP HANA and SAP Lumira (formerly known as SAP Visual Intelligence). Learn the importance of general predictive modeling concepts, and then apply those concepts as part of a bigger discussion about the architecture and features of...…
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Why a Solution That Can Integrate Algorithms Smartly Will Be a Game Changer
by Kumar Singh, Research Director, Automation & Analytics, Supply Chain Management, SAPinsider Thinking beyond the obvious We envision that at some point, AI algorithms will replace existing supply chain planning systems. However, we rarely think about or discuss the architecture of the kind of solution that can make it happen. We will not get…
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Probabilistic Supply Chain and Demand Forecasting with SAP IBP: Deliver Results Using Data Science
SAP introduced the concept of Probabilistic Supply Chain into its SAP IBP product in the current and future versions with adaptive and very powerful algorithms for large data sets. Certainly, AI has been around within the SAP landscape for a while with extremely powerful algorithms in the SAP BW-Data Mining suite and SAP HANA PAL…
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The Economy of Algorithms: AI and the Rise of the Digital Minions
The SAPinsider Technovation Summit Barcelona features the closing keynote, “AI and the Rise of the Digital Minions”, where Professor Marek Kowalkiewicz will give you insights into his book, “The Economy of Algorithms”, and the rapidly evolving landscape of Artificial Intelligence. As an exlusive perk for the SAPinsider community, you can now access the first chapter…
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Leveraging Machine Learning for Demand Forecasting
Until recently, conventional time series forecasting methods have been predominantly used for forecasting in demand planning. A majority of demand forecasting tools in the market leverage these methods in their solutions. With advances in technology and computing power, the sophistication of these time series algorithms has increased thereby increasing forecast accuracy. However, with the advent…
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Leverage SAP Integrated Business Planning for Forecasting
Robust is a difficult term to define. It’s something that is useful for the organization, something that makes sense. A robust demand forecasting process must be able to handle variances in demand and enable control your supply chain — with the intent of avoiding situations where you have 1,000 days of inventory or are missing…
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Data Scientist Ants and the Power of Heuristics in Building Smart Supply Chains
By Kumar Singh, Research Director, Automation & Analytics, SAPinsider Delivery Drones and Ants- What is the connection ? You probably read the news last year regarding FAA approval of drone deliveries. Now that an easy action item box has been checked ,the next step will be to test the real execution. Drone deliveries, from...…
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The SAP BW HANA Analysis Process: Improve Data-Mining with the New Features of SAP BW 7.4
Learn the technical underpinnings and practical steps needed to use the new SAP BW 7.4 HANA Analysis Process. This new tool improves on and complements the existing Analysis Process Designer (APD) as a way to execute data-mining algorithms and stored procedures using the power of SAP HANA via an SAP BW interface. Key Concept The...…
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