Re: AI Strategists, Data Scientists & OASIS BCM

Role of Data Scientist has a process that is described in the links below :

*Cross-industry standard process for data mining*, known as *CRISP-DM*,[1]
<https://en.wikipedia.org/wiki/Cross-industry_standard_process_for_data_mining#cite_note-Shearer00-1>
is
an open standard <https://en.wikipedia.org/wiki/Open_standard> process
model that describes common approaches used by data mining
<https://en.wikipedia.org/wiki/Data_mining> experts. It is the most
widely-used analytics <https://en.wikipedia.org/wiki/Analytics> model
https://en.wikipedia.org/wiki/Cross-industry_standard_process_for_data_mining


these lecture notes provide good background notes

https://wiwi.hs-duesseldorf.de/personen/thomas.zeutschler/Documents/HSD_W_ITAiBA_Zeutschler_SS2016_Lecture2_CRSIP_DM.pdf


this is an IBM presentation on the  The Data Science Process
https://www-01.ibm.com/events/wwe/grp/grp304.nsf/vLookupPDFs/Polong%20Lin%20Presentation/$file/Polong%20Lin%20Presentation.pdf


enjoy
Carl

It was a pleasure to clarify


On Tue, Jun 9, 2020 at 12:13 PM Owen Ambur <Owen.Ambur@verizon.net> wrote:

> Carl, thanks for leading another productive editing session on the AIKR CG
> televideo conference today.  I found myself agreeing with much of what
> Paola was saying, and I continue to be impressed by Chris' capability to
> comprehend and capture the essence of our dialog in his StratNavApp.  For
> the benefit of those who were unable to join us, I am providing a link
> here
> <https://www.stratnavapp.com/StratML/Part1/861566c8-e9be-4642-b52f-f673fa499f4e/Styled>
> so that they can view our draft plan as it currently exists.
>
> I'm sorry that Justin was not able to participate to ensure that we are
> capturing the knowledge he has gained in considering the roles of AI
> strategists.  However, it would be great if he and others could contribute
> their comments and edits on our draft in Chris' app
> <https://www.stratnavapp.com/> and perhaps participate in our text
> televideo conference on June 23.
> While the StratML collection does not yet contain a model performance plan
> for Data Scientists, it does include one for Chief Data Officers (CDOs), at
> https://stratml.us/drybridge/index.htm#PP4CDO
>
> Unless someone has a better source, I will soon convert the contents of
> this one to StratML format:
> https://www.sas.com/en_us/insights/analytics/what-is-a-data-scientist.html
>
> BTW, Carl, your reference to OASIS's Business Centric Methodology (BCM)
> prompted me to convert its content to StratML format at
> https://stratml.us/drybridge/index.htm#BCM
>
> These elements of the BCM are closely related to the purposes of the
> StratML standard:
>
> Objective 1.1: Goals
> <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c0b98-aa65-11ea-9885-42f42983ea00>
> - Determine the business goals.
> Objective 1.3: Participants
> <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c0d32-aa65-11ea-9885-42f42983ea00>
> - Identify the project participants.
> Objective 1.4: COIs
> <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c0e40-aa65-11ea-9885-42f42983ea00>
> - Identify the Community of Interest.
> Goal 2: Goals
> <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c1106-aa65-11ea-9885-42f42983ea00>
> - Understand the business goals.
> Objective 3.3: Standards Bodies
> <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c1750-aa65-11ea-9885-42f42983ea00>
> - Map interoperability requirements to standard bodies.
> Objective 3.4: Formats
> <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c182c-aa65-11ea-9885-42f42983ea00>
> - Map interoperability requirements to internal legacy system formats.
> Objective 3.5: Templates
> <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c191c-aa65-11ea-9885-42f42983ea00>
> - Capture information in a way that can be reused over time and among
> participating organizations.
> Objective 3.5.1: Strategies
> <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c19f8-aa65-11ea-9885-42f42983ea00>
> - Implement strategies for interoperability.
> Objective 3.5.5: Standards
> <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c1da4-aa65-11ea-9885-42f42983ea00>
> - Apply standards for interoperability and contracts.
> Objective 3.5.7: Performance
> <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c206a-aa65-11ea-9885-42f42983ea00>
> - Monitor and manage performance.
> Objective 4.1: Standards
> <https://stratml.us/carmel/iso/BCMwStyle.xml#_6b2c2b82-aa65-11ea-9885-42f42983ea00>
> - Use existing standards.
>
> It would be great if BCM practitioners were to use the StratML standard
> (ISO 17469-1).  Anyone who may wish to apply the BCM template as a
> performance plan for their organization in StratML Part 2 format could do
> so by clicking on the link provided here.
>
> Owen
>
> -------- Forwarded Message --------
> Subject: Re: ai strategist role
> Date: Tue, 9 Jun 2020 11:22:53 -0400
> From: carl mattocks <carlmattocks@gmail.com> <carlmattocks@gmail.com>
> To: Paola Di Maio <paoladimaio10@googlemail.com>
> <paoladimaio10@googlemail.com>
> CC: Owen Ambur <Owen.Ambur@verizon.net> <Owen.Ambur@verizon.net>, Chris
> Fox <chris@chriscfox.com> <chris@chriscfox.com>, Paul Alagna
> <pjalagna@gmail.com> <pjalagna@gmail.com>
>
> Data Scientist is a complimentary role.. which is supported by an open
> source method that has strong emphasis on machine learning and is Plan Do
> Check Act oriented.
>
> Carl
>
> On Tue, Jun 9, 2020, 11:12 AM Paola Di Maio <paola.dimaio@gmail.com>
> wrote:
>
>> Thanks for starting this plan
>> As I read what had been drafted I commented with my software/system
>> developer hat on
>> The system lifecycle is considered a process, rather than a strategy, and
>> consists of
>> identifying requirements, specifications and documentation and all
>> Its well understood and documented and there are several models, but the
>> lifecycle itself
>> is fairly standard, it applies to AI systems as to any system
>> So before I have a go at reorganising and perhaps streamlining a bit
>> those goals
>> I think we should define better what is the role of the AI strategist
>> does it overlap the role of a ai system analyst and designer (which is
>> what I have in mind)
>> ie  identify what needs to be done
>> or is it more a role to decide HOW these goals need to be achieved in
>> terms of resources, schedules, policies, coordination with management etc
>> Also, as I mentioned, this may depend on what other roles the AI
>> strategist works with/depends on-
>> p
>>
>