Posted: March 2nd, 2022

Deciosn Science

MCIS6123 Resolution Science (Prof. Maull) / Spring 2022 / HW0
This task is value as much as 20 POINTS to your grade whole in the event you full it on time.
Factors Potential Due Date Time Dedication (estimated)
20 Monday, Feb. 28 @ Midnight as much as eight hours
• GRADING: Grading might be aligned with the completeness of the aims.
• INDEPENDENT WORK: Copying, dishonest, plagiarism and tutorial dishonesty should not tolerated by
College or course coverage. Please see the syllabus for the complete departmental and College assertion
on the educational code of honor.
OBJECTIVES
• Familiarize your self with the Tableau platform.
• Familiarize your self with Github and GitLab.
• Take heed to a podcast to grasp and articulate actual world enterprise analytics.
• Learn a tutorial paper and articulate determination making expertise improvements in good agriculture.
WHAT TO TURN IN
Please flip in a replica of a .docx, or .pdf file (Phrase Doc a PDF) to Blackboard with the solutions to the
questions labeled with the § check in every aims part.
ASSIGNMENT TASKS
Half 1 : (zero%) Familiarize your self with the Tableau platform.
Tableau has lengthy been a prime platform for analytics. On this task you can be requested to create and account
on tableau and discover some initiatives on the platform that curiosity you. I’d extremely advocate you utilize your
.edu account so to really get among the pupil / academic advantages of the platform. We could
be coming again to Tableau now and again on this course, so this account setup is non-obligatory, however you might discover
it helpful to setup.
Job Element
§ There are not any inquiries to reply for this half.
Half 2 : (zero%) Familiarize your self with Github and GitLab.
Github is the de facto dwelling of open supply software program on the internet. Although Github is the platform of selection for
many initiatives, the rising star within the area is Gitlab the place there are plenty of open supply initiatives shifting there
for a wide range of causes. Both approach, you ought to be aware of each platforms and you might be free to open and
account in each locations, although we might be utilizing Github for this class (very evenly).
If you have already got a Github account, you’ll be able to skip this part.
You can be creating an account on Github for a number of causes:
1. we might be utilizing Github to retailer, transmit and share homework and lecture notes and different supplies,
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2. we could use Github for not less than one task,
Three. sooner or later in your future, you’ll very probably be utilizing Github/Gitlab, if for personal work for a corporation
or public work on an open supply challenge.
Identical to Tableau, join along with your .edu electronic mail, as there are lots of advantages to doing so!
Job Element
§ There are not any inquiries to reply for this half.
Half Three : (20%) Take heed to a podcast to grasp and articulate actual world enterprise analytics.
IoT (Web of Issues) is by now a family time period, even when most households don’t absolutely grasp its impression,
significance or use in our fashionable world.
The podcast IoT For All supplies up-to-date details about the goings on within the IoT area offering professionals well timed details about traits, applied sciences and the movers and shakers shaping the way forward for IoT.
You’ll take heed to the virtually half-hour podcast with Wienke Giezeman, CEO and co-Founding father of The Issues
Industries and reply among the questions beneath. On this enlightening dialog you need to improve your
data of what’s going on within the business and the place applied sciences are prone to pattern within the close to time period.
You can be accountable for listening to the podcast interview in its entirety with an ear in the direction of how this expertise will form companies, programs, instruments end-user experiences and determination making platforms sooner or later
and the programs that promise to supply buyer advantages not but impacted by AI.
Reply the questions beneath based mostly on the small print discovered within the podcast.
To take heed to the ~27 minute podcast at certainly one of these hyperlinks:
• E155 Integrating IoT in Your Enterprise
• on Youtube E155 Integrating IoT in Your Enterprise (video)
• on Spotify E155 Integrating IoT in Your Enterprise (audio)
Job Element
§ Reply the next questions:
1. What are the core instruments that Wienke recognized as key to the “digital transformation” of companies?
2. Weinke is in favor of easy versus advanced options to IoT integration. Why?
Three. What’s LoRaWAN and the way does it match into the IoT panorama?
four. Why does Weinke factor we’re within the “trough of disillusionment” inside IoT proper now?
5. What would you say are some challenges in enhancing determination making methods with sensor-to-cloud
integration? Draw by yourself data, the data we’ve talked about within the lecture and a few
of the content material from this podcast.
Half four : (80%) Learn a tutorial paper and articulate determination making expertise improvements in
good agriculture.
We’re getting into a brand new epoch in expertise the place the introduction of low-cost sensor expertise, AI and IoT
(Web of Issues) are converging to supply instruments for automated information assortment, real-time Assessment and importantly, top quality determination making.
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You might remember that the meals manufacturing economic system is a crucial space the place AI and IoT are rising
of their impression, and the rising subject of good agriculture guarantees to supply a bunch of recent methods to
optimize development, land use, yields and distribution.
One facet of the advanced meals economic system is the manufacturing of animal proteins, and whereas plant-based diets are
rising in popularity for well being and ecological causes, animal protein continues to be essential to many diets round
the world, but large stress on ecological programs might be seen and are thus the main target of intense scientific
analysis. Wild caught animal protein yields are sometimes unpredictable and sometimes troublesome to scale, and so excessive
yield, controllable farming methods are typically most well-liked by producers. Moreover, fish protein is an
vital manufacturing supply as a result of area, time and nutrient elements might be monitored and managed
in cost-effective, yield-optimizing methods.
Administration of those farming processes is a challengeing downside, and guaranteeing secure, environment friendly, top quality
animal protein is a excessive precedence inside the business and lab alike. The 2021 tutorial paper by Rashid, et al. IoT
based mostly Good Water High quality Prediction for Biofloc Aquaculture uncovers a few of these points in fish aquaculture
and supplies attention-grabbing insights into how determination sciences are serving to develop instruments for extra predictable,
greater high quality outputs.
You’ll learn the 2021 paper
Md. Mamunur Rashid, Al-Akhir Nayan, Sabrina Afrin Simi, Joyeta Saha, Md. Obaidur Rahman
and Muhammad Golam Kibria, “IoT based mostly Good Water High quality Prediction for Biofloc Aquaculture”Worldwide Journal of Superior Pc Science and Functions(IJACSA), 12(6), 2021. http:
//dx.doi.org/10.14569/IJACSA.2021.0120608
and reply the questions beneath. Whereas there are a number of errors on this paper it’s nonetheless introduction to the realm of aquaculture and exposes among the regional issues with the approach and the way
expertise could come to bear on higher options to these issues, and particularly how these options form
behaviorial/determination responses.
Give your self an hour or so to learn the 7 web page paper totally, an hour to brainstorm your writing and one other
hour or much less to write down your solutions (laid out in element beneath).
You can be evaluated on the next standards:
• accuracy of your solutions,
• thoroughness and element of your solutions,
• uniqueness and novelty of your solutions,
• demonstrated comprehension of the Question Assignment and lively demonstration of acquired conceptual data,
• demonstrated comprehension of the fabric’s relevance to determination science ideas lined up to now.
Job Element
§ You’re to rigorously learn this paper in its entirety and formulate a response to it. Your response must be
between 300 and 500 phrases (roughly ½ to ¾ web page of textual content or about 2-Three paragraphs). You’re anticipated
to
• handle the foremost factors of the paper,
• handle why this paper is vital,
• broaden on among the challenges the authors deliver up within the paper— your reply would profit from an
exploration of downside area of aquaculture and the way expertise is or just isn’t being utilized in that enterprise,
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• conclude with a number of of your personal private ideas concerning the paper, good farming basically and the
use of AI in agri(/aqua)tradition — use your personal ideas and concepts in your response, there are not any proper
or incorrect solutions when expressing your opinion.
Be sure you are transient, to the purpose, but thorough in your descriptions and writing.
§ What’s biofloc aquaculture?
§ What do the authors’ say have been the restrictions of the DL contributions of Yang, et al.?
§ What sensors have been used within the authors’ check system?
§ In line with the authors, how did the “Matshyabid Biofloc Aquaculture Farm” differ from the others?
§ Which of the information parameters collected was used to check towards the ML mannequin?
§ Which ML mannequin was used and why did the authors use that mannequin?
§ What do you suppose could possibly be improved with the output notification given within the app? Reply your Question Assignment
with specific consideration to what determination the tip consumer is being requested to make and the way they’d know that’s
the fitting determination or that the results of their determination yielded the specified end result.
§ [BONUS] It is a bonus Question Assignment value as much as 5 extra factors to your whole rating. Listing as much as 5 errors you
discovered within the paper – extra factors might be given for logical, methodological or scientific errors, or errors made
because of lack of readability or presentation.
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Tags: 2803NRS, ACC 502 GCU, ACCCN, ACCT 553 DeVry, ACCT20071