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Oracle University Podcast - Oracle AI in Fusion Cloud Human Capital Management

Oracle AI in Fusion Cloud Human Capital Management

11/19/24 • 31 min

Oracle University Podcast

In this special episode of the Oracle University Podcast, Lois Houston and Nikita Abraham, along with Principal HCM Instructor Jeff Schuster, delve into the intersection of HCM and AI, exploring the practical applications and implications of this technology in human resources.

Jeff shares his insights on bias and fairness, the importance of human involvement, and the need for explainability and transparency in AI systems. The discussion also covers the various AI features embedded in HCM and their impact on talent acquisition, performance management, and succession planning.

Oracle AI in Fusion Cloud Human Capital Management: https://mylearn.oracle.com/ou/learning-path/oracle-ai-in-fusion-cloud-human-capital-management-hcm/136722

Oracle Fusion Cloud HCM: Dynamic Skills: https://mylearn.oracle.com/ou/course/oracle-fusion-cloud-hcm-dynamic-skills/116654/

Oracle University Learning Community: https://education.oracle.com/ou-community

LinkedIn: https://www.linkedin.com/showcase/oracle-university/

Twitter: https://twitter.com/Oracle_Edu

Special thanks to Arijit Ghosh, David Wright, and the OU Studio Team for helping us create this episode.

--------------------------------------------------------

00:00

Welcome to the Oracle University Podcast, the first stop on your cloud journey. During this series of informative podcasts, we’ll bring you foundational training on the most popular Oracle technologies. Let’s get started!

00:26

Lois: Hello and welcome to the Oracle University Podcast! I’m Lois Houston, Director of Innovation Programs here at Oracle University, and with me, is Nikita Abraham, Team Lead of Editorial Services.

Nikita: Hi everyone! Last week’s conversation was all about Oracle Database 23ai backup and recovery, where we dove into instance recovery and effective recovery strategies. Today’s episode is a really special one, isn’t it, Lois?

00:53

Lois: It is, indeed, Niki. Of course, all of our AI episodes are special. But today, we have our friend and colleague Jeff Schuster with us. I think our listeners are really going to enjoy what Jeff has to share with us.

Nikita: Yeah definitely! Jeff is a Principal HCM Instructor at Oracle University. He recently put together this really fantastic course on MyLearn, all about the intersection of HCM and AI, and that’s what we want to pick his brain about today. Hi Jeff! We’re so excited to have you here.

01:22

Jeff: Hey Niki! Hi Lois! I feel special already. Thanks you guys so much for having me.

Nikita: You’ve had a couple of busy months, haven’t you?

01:29

Jeff: I have! It’s been a busy couple of months with live classes. I try and do one on AI in HCM at least once a month or so so that we can keep up with the latest/greatest stuff in that area. And I also got to spend a few days at Cloud World teaching a few live classes (about artificial intelligence in HCM, as a matter of fact) and meeting our customers and partners. So yeah, absolutely great week. A good time was had by me.

01:55

Lois: I’m sure. Cloud World is such a great experience. And just to clarify, do you think our customers and partners also had a good time, Jeff? It wasn’t just you, right?

Jeff: Haha! I don’t think it was just me, Lois. But, you know, HCM is always a big deal, and now with all the embedded AI functionality, it really wasn’t hard to find people who wanted to spend a little extra time talking about AI in the context of our HCM apps. So, there are more than 30 separate AI-powered features in HCM. AI features for candidates to find the right jobs; for hiring managers to find the right candidates; skills, talent, performance management, succession planning— all of it is there and it really covers everything across the Attract/Grow/Keep buckets of the things that HR professionals do for a living. So, anyway, yeah, lots to talk about with a lot of people!

There’s the functional part that people want to know about—what are these features and how do they work? But obviously, AI carries with it all this cultural significance these days. There’s so much uncertainty that comes from this pace of development in that area. So in fact, my Cloud World talk always starts with this really silly intro that we put in place just to knock down that anxiety and get to the more practical, ...

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In this special episode of the Oracle University Podcast, Lois Houston and Nikita Abraham, along with Principal HCM Instructor Jeff Schuster, delve into the intersection of HCM and AI, exploring the practical applications and implications of this technology in human resources.

Jeff shares his insights on bias and fairness, the importance of human involvement, and the need for explainability and transparency in AI systems. The discussion also covers the various AI features embedded in HCM and their impact on talent acquisition, performance management, and succession planning.

Oracle AI in Fusion Cloud Human Capital Management: https://mylearn.oracle.com/ou/learning-path/oracle-ai-in-fusion-cloud-human-capital-management-hcm/136722

Oracle Fusion Cloud HCM: Dynamic Skills: https://mylearn.oracle.com/ou/course/oracle-fusion-cloud-hcm-dynamic-skills/116654/

Oracle University Learning Community: https://education.oracle.com/ou-community

LinkedIn: https://www.linkedin.com/showcase/oracle-university/

Twitter: https://twitter.com/Oracle_Edu

Special thanks to Arijit Ghosh, David Wright, and the OU Studio Team for helping us create this episode.

--------------------------------------------------------

00:00

Welcome to the Oracle University Podcast, the first stop on your cloud journey. During this series of informative podcasts, we’ll bring you foundational training on the most popular Oracle technologies. Let’s get started!

00:26

Lois: Hello and welcome to the Oracle University Podcast! I’m Lois Houston, Director of Innovation Programs here at Oracle University, and with me, is Nikita Abraham, Team Lead of Editorial Services.

Nikita: Hi everyone! Last week’s conversation was all about Oracle Database 23ai backup and recovery, where we dove into instance recovery and effective recovery strategies. Today’s episode is a really special one, isn’t it, Lois?

00:53

Lois: It is, indeed, Niki. Of course, all of our AI episodes are special. But today, we have our friend and colleague Jeff Schuster with us. I think our listeners are really going to enjoy what Jeff has to share with us.

Nikita: Yeah definitely! Jeff is a Principal HCM Instructor at Oracle University. He recently put together this really fantastic course on MyLearn, all about the intersection of HCM and AI, and that’s what we want to pick his brain about today. Hi Jeff! We’re so excited to have you here.

01:22

Jeff: Hey Niki! Hi Lois! I feel special already. Thanks you guys so much for having me.

Nikita: You’ve had a couple of busy months, haven’t you?

01:29

Jeff: I have! It’s been a busy couple of months with live classes. I try and do one on AI in HCM at least once a month or so so that we can keep up with the latest/greatest stuff in that area. And I also got to spend a few days at Cloud World teaching a few live classes (about artificial intelligence in HCM, as a matter of fact) and meeting our customers and partners. So yeah, absolutely great week. A good time was had by me.

01:55

Lois: I’m sure. Cloud World is such a great experience. And just to clarify, do you think our customers and partners also had a good time, Jeff? It wasn’t just you, right?

Jeff: Haha! I don’t think it was just me, Lois. But, you know, HCM is always a big deal, and now with all the embedded AI functionality, it really wasn’t hard to find people who wanted to spend a little extra time talking about AI in the context of our HCM apps. So, there are more than 30 separate AI-powered features in HCM. AI features for candidates to find the right jobs; for hiring managers to find the right candidates; skills, talent, performance management, succession planning— all of it is there and it really covers everything across the Attract/Grow/Keep buckets of the things that HR professionals do for a living. So, anyway, yeah, lots to talk about with a lot of people!

There’s the functional part that people want to know about—what are these features and how do they work? But obviously, AI carries with it all this cultural significance these days. There’s so much uncertainty that comes from this pace of development in that area. So in fact, my Cloud World talk always starts with this really silly intro that we put in place just to knock down that anxiety and get to the more practical, ...

Previous Episode

undefined - Oracle Database 23ai: Backup and Recovery - Part 2

Oracle Database 23ai: Backup and Recovery - Part 2

Lois Houston and Nikita Abraham continue their deep dive into Oracle Database 23ai backup and recovery strategies with Senior Principal Database & MySQL Instructor Bill Millar. Picking up from Part 1, they explore critical concepts such as instance recovery, checkpoint processes, and the role of redo log files. Bill shares insights into complete and incomplete recovery, flashback technologies, and lots more. Oracle MyLearn: https://mylearn.oracle.com/ou/course/oracle-database-23ai-backup-and-recovery/141127/ Oracle University Learning Community: https://education.oracle.com/ou-community LinkedIn: https://www.linkedin.com/showcase/oracle-university/ Twitter: https://twitter.com/Oracle_Edu Special thanks to Arijit Ghosh, David Wright, Radhika Banka, and the OU Studio Team for helping us create this episode. -------------------------------------------------------- Episode Transcript:

00:00

Welcome to the Oracle University Podcast, the first stop on your cloud journey. During this series of informative podcasts, we’ll bring you foundational training on the most popular Oracle technologies. Let’s get started! 00:26

Nikita: Welcome back to the Oracle University Podcast! I’m Nikita Abraham, Team Lead of Editorial Services with Oracle University, and with me is Lois Houston, Director of Innovation Programs.

Lois: Hi everyone! Last week, we had a fantastic chat with Bill Millar, our Senior Principal Database & MySQL Instructor. We dug into the basics of backup and recovery. We touched on everything from a DBA’s role in preventing data loss to handling different types of failures, and even some common mistakes that tend to pop up when managing a database.

Nikita: Yeah, if you missed that episode, definitely go back and check it out. It’s packed with useful info, especially if you’re in charge of keeping databases safe.

01:10

Lois: Today, we’re picking up where we left off. We’re going to ask Bill about instance recovery and recovery strategies. Bill, can you kick things off by explaining what instance recovery is?

Bill: You can understand instant recovery by becoming familiar with the checkpoint process, the redo log files, and the role of the log writer with the redo log files.

Automatically instance or crash recovery. What is it doing? What are the phases of instance recovery? How we possibly can tune that instance recovery. We can use the mean time to recovery advisor that can help us determine how we might tune the instance recovery.

01:51

Nikita: OK, so let’s go through some of these concepts and procedures you mentioned. What is the checkpoint process responsible for exactly?

Bill: The checkpoint process itself, it's responsible for updating the data file headers with checkpoint information. When a checkpoint is taken, it is going to write into the controlfiles. It tells the DB writer to write. DB writer writes to the data files, and the checkpoint is also annotated in the data files.

So updating controlfiles with that checkpoint information also, controlfiles and database files. It signals that DB writer at full check points again, hey, it's time to write. So that way, it has the latest data written to the data files. The controlfile and datafiles, those are in sync with that.

02:40

Lois: Bill, what about the log writer process and the redo log files?

Bill: With the log writer process and the redo log files, the redo log files record the changes to the database himself. It should be multiplexed.

02:53

Nikita: What do you mean by that?

Bill: More than one redo log group. Now, the redo log groups, it is recommended that they should be multiplexed. Each group member should be on a different disk or in a different disk group if you're using ASM.

03:10

Nikita: And why is that, Bill?

Bill: Because if I lose one, if I lose one redo log group, one member, I can continue to operate with just the one. If I only have one redo log group member and the system comes around and tries to write to it, then my system is going to come to a halt.

So the log writer is going to write to those redo logs whenever somebody does a commit. When that redo log buffer is 1/3 full or every three seconds and before DB writer writes. So those are the four mechanism that tells log writer to write from that log buffer to the redo log files. And it'll also write, when we do a shut down, all the buffers will be flush...

Next Episode

undefined - Best of 2024: Introduction to Visual Builder Studio, Visual Builder Cloud Service, Stand-Alone, and JET

Best of 2024: Introduction to Visual Builder Studio, Visual Builder Cloud Service, Stand-Alone, and JET

The next generation of front-end user interfaces for Oracle Fusion Applications is being built using Visual Builder Studio and Oracle JavaScript Extension Toolkit. However, many of the terms associated with these tools can be confusing. In this episode, Lois Houston and Nikita Abraham are joined by Senior Principal OCI Instructor Joe Greenwald. Together, they take you through the different terminologies, how they relate to each other, and how they can be used to deliver the new Oracle Fusion Applications as well as stand-alone, bespoke visual web applications. Survey: https://customersurveys.oracle.com/ords/surveys/t/oracle-university-gtm/survey?k=focus-group-2-link-share-5 Develop Fusion Applications Using Visual Builder Studio: https://mylearn.oracle.com/ou/course/develop-fusion-applications-using-visual-builder-studio/138392/ Build Visual Applications Using Oracle Visual Builder Studio: https://mylearn.oracle.com/ou/course/build-visual-applications-using-oracle-visual-builder-studio/137749/ Oracle University Learning Community: https://education.oracle.com/ou-community LinkedIn: https://www.linkedin.com/showcase/oracle-university/ X (formerly Twitter): https://twitter.com/Oracle_Edu Special thanks to Arijit Ghosh, David Wright, and the OU Studio Team for helping us create this episode. -------------------------------------------------------- Episode Transcript:

00:00 Welcome to the Oracle University Podcast, the first stop on your cloud journey. During this series of informative podcasts, we’ll bring you foundational training on the most popular Oracle technologies. Let’s get started.

00:26

Nikita: Hello and welcome to the Oracle University Podcast! I’m Nikita Abraham, Team Lead of Editorial Services with Oracle University, and with me is Lois Houston, Director of Innovation Programs.

Lois: Hi there! If you’ve been following along with us, you’ll know that we’ve had some really interesting seasons this year. We covered Autonomous Database, Artificial Intelligence, Visual Builder Studio and Redwood, OCI Container Engine for Kubernetes, and Oracle Database 23ai New Features.

Nikita: And we’ve had some pretty awesome special guests. Do go back and check out those episodes if any of those topics interest you.

01:04

Lois: As we close out the year, we thought this would be a good time to revisit some of our best episodes. Over the next few weeks, you’ll be able to listen to four of our most popular episodes of the year.

Nikita: Right, this is the best of the best–according to you–our listeners.

Lois: Today’s episode is #1 of 4 and is a throwback to a discussion with Senior Principal OCI Instructor Joe Greenwald on Visual Builder Studio.

Nikita: We asked Joe about Visual Builder Studio and Oracle JavaScript Extension Toolkit, also known as JET. Together, they form the basis of the technology for the next generation of front-end user interfaces for Oracle Fusion Applications, as well as many other Oracle applications, including most Oracle Cloud Infrastructure (OCI) interfaces.

01:48

Lois: We looked at the different terminologies and technologies, how they relate to each other, and how they deliver the new Oracle Fusion Applications and stand-alone, bespoke visual web applications. So, let’s dive right in.

Nikita: Joe, I’m somewhat thrown by the terminology around Visual Builder, Visual Studio, and JET. Can you help streamline that for us?

Lois: Yeah, things that are named the same sometimes refer to different things, and sometimes things with a different name refer to the same thing.

02:18 Joe: Yeah, I know where you’re coming from. So, let’s start with Visual Builder Studio. It’s abbreviated as VBS and can go by a number of different names. Some of the most well-known ones are Visual Builder Studio, VBS, Visual Builder, Visual Builder Stand-Alone, and Visual Builder Cloud Service. Clearly, this can be very confusing. For the purposes of these episodes as well as the training courses I create, I use certain definitions.

02:42

Lois: Can you take us through those?

Joe: ...

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