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Machine Learning and AI applications

Machine Learning and AI applications

By Raghu Banda
This is a podcast on the topics around machine learning and AI applications which happens 1-2 times a month.
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#24 Leveraging ML Ops Platforms in the AI world
In this podcast4 in season3, we will be having a detailed conversation with a start-up founder from the ML Ops platform Katonic AI as an example. The conversation focuses mainly around how enterprises benefit while leveraging the ML Ops platforms in the context of infusing intelligence into their business processes or solving the business needs. We talk about the various stages involved in an AI project flow and the current need of ML Ops on the lines of dev Ops! This is a good addition to the recently written article on the same topic by me at the medium blogs and this podcast also serves as a transition from my earlier podcast #23.
48:15
July 29, 2022
#23 AI project flow in the enterprise customer space
In this podcast3 in season3, we will be having a detailed conversation with 2 of our SAP AI experts working on AI projects and implementations. The conversation basically touches upon the various stages involved in an AI project flow with the enterprise customers and also the various data science tools used there of! This is a good addition to the recently written article on the same topic by me at the medium blogs.
51:05
July 08, 2022
#22 Conversational AI in the context of Enterprise apps
In this podcast 2 in season3, we will be having a detailed conversation with an expert from the realm of conversational AI. You will experience an engaging conversation on the concepts of conversational AI and how this is evolving into digital assistants and we tie this into the enterprise context and also explain how SAP is helping customers in this space. 
56:20
June 17, 2022
#21 Application Embedded AI in the Enterprise World
In this podcast 1 season 3, we will be having a conversation with an AI expert and an evangelist from SAP on the topic of application embedded AI and how this will help design and define better business outcomes for the enterprise customers. We will also briefly touchbase on the various other AI technologies used in the context of an end-to-end process which will kick start our forthcoming conversations for the season 3.
42:10
May 27, 2022
#20 Enhancements to the Intelligent Scenario Lifecycle Management Framework aka ISLM
In this podcast 10 season 2, we will be having an in-depth conversation with our experts from the ISLM team to provide some thoughts about the new enhancements in the ISLM framework and how SAP apps can benefit out of it. We will also be discussing about how the customers and partners can benefit using the ISLM framework for building intelligence into their business processes.
39:19
April 07, 2022
#19 AI challenges and embedding intelligence in the Enterprise space
In this podcast 9 season 2, we will be having an in-depth conversation with 2 of our data scientists from our machine learning team. We will be focusing our discussion about how different is the enterprise space while comparing it with the consumer space and the key aspects around the importance of data. We also touch base on some of the techniques of doing AI modeling in the context of some real enterprise use cases.
49:48
February 25, 2022
#18 Machine Learning experiences in the enterprise customer space
In this podcast 8 season 2, we will be having a conversation with 2 of our data science experts who worked with enterprise customers in the machine learning space. We will discuss a few examples and also the guidelines and principles in doing machine learning in the enterprise customer space.
49:52
January 28, 2022
Machine Learning apps in tWenty22
A brief teaser into the topics focused on machine learning and SAP apps in the year of tWenty22 aka 2022. Stay tuned and connected on the upcoming podcast sessions in 2022.
04:36
January 07, 2022
#17 Smart Features with SAP Analytics Cloud in the context of SAP S/4HANA
In this podcast 7 season 2, we will be having a conversation with our product experts Robert McGrath and Antoine Chabert from SAP Analytics cloud to discuss the smart features that are available for doing machine learning in the context of SAP S/4HANA. The conversation mainly focuses on the smart assist and smart predict features in SAP Analytics Cloud with some examples of how SAP S/4HANA and SAP SuccessFactors can leverage them. 
49:12
October 29, 2021
#16 Machine Learning enhances Planning functionality with SAP S/4HANA
In this podcast 6 of season 2, we have a detailed conversation of how machine learning and predictive analytics enhances the planning functionality with SAP S/4HANA. This is an expert chat with Mark Burke who is the guru of Planning with SAP. Mark provides his thoughts about how planning functionality is enhanced with machine learning and discusses briefly the various examples such as the workforce management, sales & operational planning, financial planning & analysis. In this podcast, we also discuss briefly the various SAP planning solutions leveraged in the context of SAP S/4HANA.
39:33
September 24, 2021
#15 Analytics in the context of Machine Learning with SAP S/4HANA
In this podcast 5 in the season 2, we will be having a conversation with Sreedhar Muthuramalingam, the chief product expert, about how analytics is leveraged in the context of machine learning. We also discuss the various analytics tools and solutions at a high level on how they can be utilized for machine learning with SAP S/4HANA, SAP Business Technology Platform and SAP Analytics Cloud.
29:55
August 27, 2021
#14 Behind the scenes of AI business services with SAP S/4HANA
In this Podcast 4 in the Season 2, we will be having a conversation with 2 experts from the AI business services (Roberto Falk) and ISLM (Manikandan Rajasekar) to understand the behind scenes technical concepts of how AI business services are leveraged in the context of SAP S/4HANA. The conversation with the experts also provides you some technical know-how on these AI business services utilizing the ISLM framework for SAP S/4HANA.
36:30
July 16, 2021
#13 Understand AI business services in the context of SAP S/4HANA
In this Podcast 3 in the Season 2, we will be having a conversation with 2 experts from the AI business services (Jana Wuerth) and SAP S/4HANA (Yannick Peterschmitt) to understand how the AI business services are consumed with SAP S/4HANA. The conversation with the experts also provides you some thoughts on how you can go about leveraging some of those AI business services with SAP S/4HANA.
31:22
June 18, 2021
#12 Deep dive of ISLM framework for Machine Learning with SAP S/4HANA
In this Podcast 2 in the Season 2, we will be chatting with another SAP expert, Marion Schlotte from the ISLM product management team to do a deep-dive into the core framework of ISLM that is used as a foundation in the life cycle management of machine learning with SAP S/4HANA. In this in-depth conversation we discuss on how ISLM is leveraged for both the embedded and side-by-side models while enabling machine learning with SAP S/4HANA.
38:04
May 28, 2021
#11 Overview of the ISLM technology for Machine Learning with SAP S/4HANA
In this Season 2 podcast series, we will chat with SAP Experts from the various technology and business teams to understand the various aspects of machine learning with SAP S/4HANA. In this Podcast 1 in Season 2, we will be chatting with Priti Dhingra, from the ISLM product management in the context of machine learning with SAP S/4HANA. The main focus of this podcast is on the overview of ISLM technology and how it is used in the context of embedding machine learning into SAP S/4HANA business processes.
20:56
May 14, 2021
#10 Use case scenarios in the Produce LoB with Machine Learning on SAP S/4HANA
In this podcast 10, we focus on the business implementation of the machine learning scenarios with SAP S/4HANA in the Produce Line of Business. We discuss at a high level in the manufacturing and supply chain domain, the different machine learning use cases that are already available with SAP S/4HANA. We also briefly discuss the machine learning technologies used in the context of these use cases. This ends the season 1. 
33:19
April 30, 2021
#9 Use case scenarios in the Sales LoB with Machine Learning on SAP S/4HANA
In this podcast 9, we focus on the business implementation of the machine learning scenarios with SAP S/4HANA in the Sales Line of Business. We discuss at a high level in the sales domain, the different machine learning use cases that are already available with SAP S/4HANA. We also briefly discuss the machine learning technologies used in the context of these use cases.
40:17
April 19, 2021
#8 Use case scenarios in the Procure LoB with Machine Learning on SAP S/4HANA
In this podcast 8, we focus on the business implementation of the machine learning scenarios with SAP S/4HANA in the Procure Line of Business. We discuss at a high level in the procurement domain, the different machine learning use cases that are already available with SAP S/4HANA. We also briefly discuss the machine learning technologies used in the context of these use cases.
38:27
April 02, 2021
#7 Use case scenarios in the finance LoB with Machine Learning on SAP S/4HANA
In this podcast 7, we focus on the business implementation of the machine learning scenarios with SAP S/4HANA in the Finance Line of Business. We discuss at a high level in the finance domain, the different machine learning use cases that are already available with SAP S/4HANA. We also briefly discuss the machine learning technologies used in the context of these use cases.
46:05
March 19, 2021
#6 Leveraging machine learning services in the SAP Analytics Cloud
In this 6th podcast, we shall focus on how the machine learning and predictive services are leveraged from the SAP Analytics Cloud using the side-by-side approach. Here the focus is more on the business user that could leverage the SAP Analytics Cloud to create quick templates or dashboards that have built-in predictions based on the SAP S/4HANA functionality.
37:32
February 21, 2021
#5 Consuming machine learning services from SAP Business Technology Platform
In this 5th podcast, we discuss in detail about how the machine learning services are built in a side-by-side model on SAP Cloud platform by leveraging the AI business services and SAP Data Intelligence and how they are consumed into the SAP S/4HANA stack or any other 3rd party application. Like the podcasts 3 and 4, this is also a bit more technical talking about the architecture concepts etc.
41:23
February 06, 2021
#4 Details of Embedding machine learning with SAP S/4HANA
In this 4th podcast, we talk about the detailed architecture and a discussion around the embedded machine learning models in SAP S/4HANA. 
30:14
February 01, 2021
#3 Architecture Concepts for machine learning with SAP S/4HANA
In this 3rd pod cast session, a brief intro into the architecture concepts and the guiding principles used in leveraging machine learning with SAP S/4HANA.
30:06
January 23, 2021
#2 History & background to Machine Learning with SAP S/4HANA
In this 2nd podcast session, I will be talking about a brief history and background of myself and then about machine learning with SAP. While the first section focuses on my history and journey, the 2nd section in this session focuses on SAP's journey from pre SAP S/4HANA days into the AI world.
45:41
December 27, 2020
#1 Introduction to Machine Learning with SAP S/4HANA
This is going to be a pod cast series happening 1-2 times a month. In this introduction episode you will get an overview of machine learning with SAP S/4HANA.
34:24
December 09, 2020
Pre-announcement to the Machine Learning Podcast series
This is a pre-announcement or a trailer clip to the podcast series on machine learning with SAP S/4HANA.
04:49
December 07, 2020