Re: AI Strategists, Data Scientists & OASIS BCM

On Wed, Jun 10, 2020 at 12:38 AM carl mattocks <carlmattocks@gmail.com>
wrote:

> 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
>>>
>>