# data[].attributes.body
Hometown: Ipoh
Profession: Data Engineer
Fields: Oil & Gas
Education: Degree in Statistics
Motto: This too shall pass

# data[].attributes.body
Hometown: Seremban
Profession: Big Data Analyst
Fields: Banking/Finance
Education: Degree in Software Engineering
Motto: Fake it till you make it

# data[].attributes.body
Nickname: Danish
Age: 25 y/o
Hometown: Puchong
Education: Diploma and Degree in Statistics
Motto: Do what you want not what you need.

Assignments:
1. Individual (Marketing Mix + Customer Types) 5%:
https://www.canva.com/design/DAE-x-Ku4y8/Rj48yhrm9rgFNQ4D4ZLqKA/view?utm_content=DAE-x-Ku4y8&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton

2. Individual (Quiz) 5%:
https://drive.google.com/drive/folders/1CrxUghuKyuRd9GvGTSUujOYHpTQPEZ91?usp=sharing

3. Video Presentation ( 2 files , the video and the article)
https://drive.google.com/drive/folders/1eIdQWNfwJtAJ456B95NkpcjaYKWnjwt6?usp=sharing

# data[].attributes.body
Hometown: Kuala Selangor
Field: Business (Finance)
Education: Degree (UiTM)
Work at Suruhanjaya Pilihan Raya Malaysia
Moto: If You Can Dream It, You Can Do It.
Why Customer Analytics?
To understand the composition, needs, and satisfaction of the customer.
Linkedin: https://www.linkedin.com/in/malik-dinar-m-3615b1197/

Assignment:
Individual (Marketing Mix + Customer Types) 5%: https://docs.google.com/presentation/d/1AJ3Dej0T3n_OgmisXqgJ0QOkszrM54-F/edit?usp=sharing&ouid=117138326893180836058&rtpof=true&sd=true

Assignment MLOps in customer analytics (White Paper): https://drive.google.com/file/d/1oKltks7I6pNc_aIHxZCnGOJICWB7N_Um/view?usp=sharing

Video Presentation on MLOps: https://drive.google.com/file/d/1ASE1XBvbOap7qpQfZTsj1dvjFSaYPW5X/view?usp=sharing

# data[].attributes.body
Name: Nadhrah Irdina Bt Mohd Fadzli
Nickname: Nadhrah
Hometown:Shah Alam
Education: Degree in Electrical and Electronics Engineering (UITM)
Moto: Keep it up don't give up 💪🏼
Linkedin:
https://www.linkedin.com/in/nadhrah-irdina-mohd-fadzli-b9b61716b/

Assignment:
1. ASSIGNMENT (MARKETING MIX + CUSTOMER TYPES) – 5%: https://www.canva.com/design/DAE9sTzU2ps/ATQo-ck058aKdq1vsSxZPA/watch?utm_content=DAE9sTzU2ps&utm_campaign=designshare&utm_medium=link&utm_source=publishsharelink

2. QUIZ 2 (5%) - INDIVIDUAL: https://colab.research.google.com/drive/1Hqs1yyTGB4yn7_uPVnNVw1kqkR9JAq4f#scrollTo=7Rt_HkTi-Vzv

3. a. https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=Stening%2C+J.+%282022%29.+Machine+learning+platform+selection+and+utilization+for+predictive+maintenance&btnG=

b. https://drive.google.com/file/d/1AzCyfcGIgBkaR4igAFKj8X68Mmp4UgbB/view?usp=sharing

# data[].attributes.body
Hometown: Kuala Lumpur
Education: Bachelor's Degree in Management Mathematics
Motto: Always be happy and never looks back!
Working Experience: Finance at PwC
Why Customer Analytics? Learning about customer behavior is quite interesting.

Assignments:
1. Individual (Marketing Mix + Customer Types) 5%:
https://drive.google.com/drive/folders/1_ssaQJvqeXnNMiHnrQ27xbNKIGOfoEtW

# data[].attributes.body
Age: 25
Hometown: Ampang, KL
Background: Degree in Computational Mathematics
Current profession: Full time student
Motto: Let go and let God.
Why customer analytics: Interesting knowledge i 'd love to learn and apply.

Assignments:
1. Individual (Marketing Mix + Customer Types) 5%: https://drive.google.com/drive/folders/1VnFSI2ysign7d6l9Sk34JwcbC8qfnpkT?usp=sharing

2. Individual (Quiz 2) 5%:
https://docs.google.com/presentation/d/137aI0sy97tOJjXniVDayPk7HCchMuO3N/edit?usp=sharing&ouid=115358940964036797398&rtpof=true&sd=true

3. MLOps Task :
https://drive.google.com/drive/folders/1LmGcVPNEZmyzJjdP2D4oUnnl9qxce3_O?usp=sharing

# data[].attributes.body
Hometown: N.Sembilan
Age: 26
Background: Degree in Networking System(UniKL MIIT)
Profession: Teacher
motto: just do it, life must go on :)

Assignment
1. Individual (Marketing Mix + Customer Types) 5%:
https://drive.google.com/file/d/1eYWLdn96mQnS_SvZyzQQcoYJ2XElDS3U/view?usp=sharing

3. MLOps (Research Paper & Video Presentation)
https://drive.google.com/drive/folders/1C_tsDaNp-HHUc7kjrSDfALI8UsQZXtsK?usp=sharing

# data[].attributes.body
Hometown: Terengganu
Current Profession: ARO (MRB)
Fields: Math
Education: Degree in Mathematics (Industry) (UTM)
Motto: NEVER GIVE UP

# data[].attributes.body
Hometown: Shah alam
Field: Computer Science
Education: Degree in Computer Science (UiTM)
Motto: Man jadda wa jadda
Back-end developer : Automation | Resful APIs
https://www.linkedin.com/in/muhammad-faiz-sharan/
Why customer analytics?
To learn and enhance my knowledge on how to utilize data science skill to analyze customer behavior.

Assignments:
1. Individual (Marketing Mix + Customer Types) 5%:

https://www.canva.com/design/DAE-3FJZATE/XzEnrgvx8OafNudBRkoxqA/view?utm_content=DAE-3FJZATE&utm_campaign=designshare&utm_medium=link&utm_source=publishsharelink

2.Quiz 5%: https://colab.research.google.com/drive/1kr0WNVCqVm-WBXdoH59rhAnH_a7LdAC8

3. MLOPS task (attendamce)
https://drive.google.com/drive/folders/1yb0CI_MhnLEjzMGwx3XOSXGwKOLnAGPO

# data[].attributes.attachment_caption
me: indecisive and very generous with facial expressions lol

# data[].attributes.body
Hometown: KL (born and raised). Now living in kajang.
Age: 25
Education: Matriculations (Kolej matrikulasi Johor) and degree in statistics (uitm Shah Alam)
part time student
Currently trainee at MCMC
Moto: If you don't have anything nice to say, don't say anything at all

Assignments:
1. Individual (Marketing Mix + Customer Types) 5%
Link:https://sway.office.com/aDxHUu4Rz3Gert5P?ref=Link

Assignment 2/ Quiz:
https://drive.google.com/file/d/1sU1iUchGaN-d6qLasMxhEYJI69Y1othN/view?usp=sharing

Assignment 3:
a. https://arxiv.org/pdf/2103.08937.pdf
b. https://docs.google.com/presentation/d/1pBlDKV1l8LUJUxoCHoE6BapGbhqaN0qA/edit?usp=sharing&ouid=116277770294065124623&rtpof=true&sd=true

# data[].attributes.body
Hometown: Johol, Negeri Sembilan
Education: Degree in Statistics (UiTM)
Motto: Just keep swimming

Assignments:
1. Individual (Marketing Mix + Customer Types) 5%: "https://drive.google.com/drive/folders/1HgJSYkX5ZQ84U1635qgJ8tsxoJDS6t9w"
2. Individual (Quiz 2) 5%:
https://colab.research.google.com/drive/18A5Uczt1P03eyJHQT6cz2a6YYHnmtT1f#scrollTo=bXOgOzFwNuxt

3. MLOps Article Review
https://drive.google.com/drive/folders/1VjXhJ3dse-kW5Jx7HRIMPC-reC57Jpd5
Link: https://www.sciencedirect.com/science/article/pii/S0377221719307581

# data[].attributes.body
Born in Kelantan, raised in Shah Alam.
Now living in Elmina. 26 this year.

Mechatronics Engineering - UTeM.

Network Geospatial Viz Solution - TM.

Allah Yang Satu.

https://www.linkedin.com/in/hafiyharizan/

Assignments:
1. Individual (Marketing Mix + Customer Types) 5%:
https://www.canva.com/design/DAE-zqdbU4Q/-HdhaX_Y6i96DfUqg_tZ4g/edit?utm_content=DAE-zqdbU4Q&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton

2. Quiz 5%:
https://drive.google.com/drive/folders/1QBhodNbxa8B9kd5ygP2v7Z1hUMQ_GZmG?usp=sharing

3. MLOPS Task
*paper: https://doi.org/10.3390/info11070363
*video: https://www.canva.com/design/DAEtm6G82rI/GHeRAQM8UzqRmxVB6YWNcg/view?utm_content=DAEtm6G82rI&utm_campaign=designshare&utm_medium=link&utm_source=recording_view

# data[].attributes.body
Hometown: Shah Alam
Age: 25
Education: Degree in Business Computing (UiTM Shah Alam)
Work Experience: Protege at Sime Darby Holdings Berhad
Motto: Work Hard, Play Hard ;)
Why Customer Analytics? I find analysing customer behaivour and their patterns very intriguing.
Currently Developing Taska Management System (Part time)
Linkedin: https://www.linkedin.com/in/hafeitz-onn-364386196/

Assignments:
1. Individual (Maketing Mix + Customer Types) 5%: https://drive.google.com/file/d/12RwhbTYKuyjpBKDxuqkB0eaFqdaz48Nr/view?usp=sharing

2. Quiz 2 (5%) - Individual:
https://drive.google.com/file/d/1MtgnFMVfoT_9keK5zBqYd56larxTVj0s/view?usp=sharing

3. MLOps in Customer Analytics
https://drive.google.com/drive/folders/1zYQM9fUnNV936BEytxnRUmbY4rxNL02D?usp=sharing

# data[].attributes.body
Name: Wan Siti Artinie binti W Konok
Age: 25
Hometown: Selangor
Background: Degree in Statistic
Current Profession: Data analyst in Glove Company
LinkedIn: https://my.linkedin.com/in/wan-artinie

Assignments:
1. Individual (Marketing Mix + Customer Types) 5%: "https://www.canva.com/design/DAE-AScTFlU/t0mrBtZMGA6_6BfCb9mCXA/edit?utm_content=DAE-AScTFlU&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton"

# data[].attributes.body
Hometown: Ampang
Education: Degree in Petroleum Geoscience (UTP)
Motto: just do more of what makes you happy

Assignments:
1.Individual (Marketing Mix + Customer Types) 5% :
https://sway.office.com/Mpr3Sgd0B1IjRdHz?ref=Link

2. Quiz 2 : https://drive.google.com/file/d/1kuKO1K0eC-MXmn_yj4R_qQtSSeBwtqsu/view?usp=sharing

3. MLOps Task: https://drive.google.com/drive/folders/1sJZ-zDNZ16BFdczWU5Zw4DreL4n-WdAw?usp=sharing

# data[].attributes.body
Hometown: Kuala Lumpur
Education: Degree in Civil Engineering (Universiti Teknologi Petronas)
Motto: Make do

1. Individual (Maketing Mix + Customer Types) 5%:
https://sway.office.com/xJQEhjd706Ln6SKm?ref=Link

2. Quiz Individual
https://drive.google.com/file/d/1trGaZEbUqa3KlCXnL825jKglF6NgxXT_/view?usp=sharing

3. MLOPS Task
https://drive.google.com/drive/folders/1F6TD2FbDfPYbFQE6pxqhO1-WfSxz8-H6?usp=sharing

# data[].attributes.body
Age: 26
Hometown: Petaling Jaya
Education: Bachelor's Degree in Mathematical Sciences (UiTM Seremban, 2020)
Motto: It's free to be kind!

1. Individual Assignment: Marketing Mix + Customer Types (5%)
https://www.canva.com/design/DAE91LOj4Bc/BUvMbeL5cb5NMetCRfaa3Q/view?utm_content=DAE91LOj4Bc&utm_campaign=designshare&utm_medium=link&utm_source=publishsharelink

# data[].attributes.body
Hometown: Alor Setar, Kedah
Age :25
Current Profession: Reporting Analyst, Hong Leong Bank
Fields: Mathematics, Data Science
Education: Degree and Masters (UiTM)
Moto:Just grab any opportunity
Why Customer Analytics?
Because learning on humans behaviour is my hobby.

Assignments 1:
Individual (Marketing Mix + Customer Types) 5%:
https://drive.google.com/file/d/1v0PWlNu7FjqLhP4gsEW-l77kA3aweZHn/view?usp=sharing

Assignment 2 :
https://drive.google.com/drive/u/1/folders/1zcjCv3PclnHGje42ZJmwfHSfwghYWaU7

MLOPs Task (attendance)
https://drive.google.com/drive/folders/1DGQhyFfAFfFbpxnhJsbUwS8lglNaJLZZ

# data[].attributes.attachment_caption
Always sleepy even when I already had too much sleep.

# data[].attributes.body
Age: 25
Hometown: Shah Alam (but currently live in Petaling Jaya)
Education: Diploma & Bachelor's Degree in Actuarial Science
Current Profession: Data Science trainee at Celcom (2-year contract until Oct 2023)
Motto: Choose whatever you will regret the least

Assignments:
1. Individual (Marketing Mix + Customer Types) 5%: https://drive.google.com/file/d/1HwkVaeDVyNG6sE01AFnXfOP5VDilegzZ/view?usp=sharing

2. Quiz 2 (5%): https://colab.research.google.com/drive/1qbV30tbNGdIHvKWS9rV3Hdlxxqfx5Kd1?usp=sharing

3. MLOps Task (Research Paper + Video Presentation) Class Attendance: https://drive.google.com/drive/folders/1YNoaZ1sb6iJDmafGLwsTYsTfz9UwcJkH?usp=sharing

# data[].attributes.body
Hometown: Kuala Lumpur
Profession: Data Analyst
Fields: e-commerce
Education: Bsc Economics (Aberystwyth University)
Linkedin: www.linkedin.com/in/azir-arshad-657443b9

Assignments:
1. Individual (Marketing Mix + Customer Types) 5%:
https://drive.google.com/file/d/1mExDrs08yEV4IU2QEYqDlxJuQ37ICWUV/view?usp=sharing

2. Quiz individual (5%): https://colab.research.google.com/drive/1ty1e2pcEHTbDkPbsW5GjZCklg2VOMy-m?usp=sharing

3. MLOps in Customer Analytics
Video Presentation:
https://drive.google.com/file/d/1ki5WRb1-Es5uQQT9jtI4cGaRJHmVMRey/view?usp=sharing
Whitepaper Link:
https://www.researchgate.net/publication/357269121_SOLIS_--_The_MLOps_journey_from_data_acquisition_to_actionable_insights/fulltext/61c4090d52bd3c7e0587436d/SOLIS--The-MLOps-journey-from-data-acquisition-to-actionable-insights.pdf

# data[].attributes.body
Hometown: Johor Bahru
Full-time student
Age: 27
Fields: Maths & Data Science
Education: Bachelor in Mathematical Sciences (UiTM), 2021
LinkedIn:  https://www.linkedin.com/in/nurul-nazura-onn/
Moto: Age & numbers don't define your success & wisdom. Your ethics, efforts & experiences do!
Why Customer Analytics? Because I have my own online business, so to understand deeper about customer behavior for a better performance and income!
shopee: https://shopee.com.my/ihw0610

Assignments:
1. Individual(Marketing Mix + Customer Types) 5%: https://docs.google.com/document/d/1TTuzOlj7ZH3zlRJIQpHLcWM-hvoqdT0GACOcVDXPhGU/edit?usp=sharing

2. Quiz 5%: https://colab.research.google.com/drive/12-aAA7ItXa0-C8CnEOb0MD4kWyAF0TGN?usp=sharing

3. MLOPs Task (attendance) : https://drive.google.com/drive/folders/1mG4wjY5LrUSInd44gumI8Y4NiCPYllaL?usp=sharing

# data[].attributes.body
Hometown: Shah Alam.
Education: Degree (IIUM).
Fields: Mathematical Sciences & Data Science.
Moto: Be positive
Why Customer Analytics? want to learn how my decision as customer can affect certain business decision.
LinkedIn:
https://www.linkedin.com/in/faizah-faizar-0a6633151/ (x pernah update)

Assignments:
1. Individual(Marketing Mix + Customer Types) 5%:
https://drive.google.com/file/d/1zibAV5WDu2Ia4pGFwnNB8N6IN0FKaD_u/view?usp=sharing

2. QUIZ 5%-INDIVIDUAL
https://colab.research.google.com/drive/1OAjcjfUiX0085PsS8nuewjsf6Qrx6skv?usp=sharing

# data[].attributes.body
Name: Nur Syamimi Samri
Age: 27 y/o
Hometown: Selangor
Background: Degree in Software Engineering
Current Profession: Data Engineer in Oil & Gas company
Moto: Age doesn't define your maturity
Linkedin: Nur Syamimi Samri | LinkedIn

Assignments:
1. Individual (Marketing Mix + Customer Types) 5%:
https://drive.google.com/file/d/15h5KpORpn2PkRb6LEzqQNnKX0s4nf1yl/view?usp=sharing

2. Assignment 2: https://drive.google.com/drive/folders/18zmt5fH1eQNFyraV4KF7hgIlGCzbdcId?usp=sharing

3. MLOps Task
https://drive.google.com/file/d/1Iy8oOt7JasTImPhPIp3zqd5C6qd5dMDB/view?usp=sharing

# data[].attributes.body
Age: 50+
Home town: Selangor
Work: IJN
Field: healthcare
Why Customer Analytics: Relevant to the job requirements

Assignment:  MARKETING MIX + CUSTOMER TYPES ( 5%)
Link: https://docs.google.com/presentation/d/1hxiUzfKj0GUbs5O40MoAtoMaWaB7q8tA/edit?usp=sharing&ouid=100819733161198994198&rtpof=true&sd=truehttps://docs.google.com/presentation/d/1hxiUzfKj0GUbs5O40MoAtoMaWaB7q8tA/edit?usp=sharing&ouid=100819733161198994198&rtpof=true&sd=true
2. Quiz Individual  Link: https://drive.google.com/file/d/1P89fgnLg_dRAjUEm7haxXYkFejH13PRT/view?usp=sharing

3. Task: MLOps in Customer Analysis Paper:
https://drive.google.com/drive/folders/10npA39wfnKzkENdgSEmlKZ8igFzmiXxC?usp=sharinghttps://drive.google.com/drive/folders/10npA39wfnKzkENdgSEmlKZ8igFzmiXxC?usp=sharinghttps://drive.google.com/drive/folders/10npA39wfnKzkENdgSEmlKZ8igFzmiXxC?usp=sharing

# data[].attributes.body
Nickname: Sofiya
Age: 25 y/o
Hometown: Terengganu
Education: Diploma and Degree in Actuarial Science
Current Profession: Protege at Bursa Malaysia
Motto: Self-acceptance is truly a heroic act.
Why Customer Analytics? It's interesting to learn about human behavior
LinkedIn: Sharifah Huda Sofiya Tuan Zawi | LinkedIn

Assignments:
1. Individual (Marketing Mix + Customer Types) 5%: "https://drive.google.com/drive/folders/1wofEbnvRXs1l_oL04l6rhH3tsQVLQ3xk?usp=sharing"

2. Assignment 2: Individual
https://colab.research.google.com/drive/18G3b2LSdk7DIWoc2oJCyFCFfKANwJeHi?usp=sharing

3. MLOps Task (2 Files, Video Presentation & Article Journal)
https://drive.google.com/drive/folders/15CMIcbnpzOphsu9ry4LAF1XL7w0AwBuE?usp=sharing

# data[].attributes.body
Hometown: Klang, Selangor
Degree: Electrical & Electronic Engineering (1997), University of Strathclyde, Glasgow
Past experience: Senior Instrument & Control Engineer + Project Engineer, FEED and Detailed Engineering, Construction & Commissioning (20yrs (Oil & Gas))
Present: Stay @ Home Mom (In Search for New Opportunities)
Moto: Don't Ever Let Someone Tell You, You Can't Do Something, Not Even Me
Linkedin: http://www.linkedin.com/in/aneeqdns0911
IG: http://www.instagram.com/iban0911

Assignment
1. Individual (Marketing Mix + Customer Types) 5%: https://go.simplel.ink/PT3sCzMQXGJcw6Aq

2. Quiz (5%)
https://drive.google.com/file/d/1loCO4SHucQgF6j8WPb7jukRaH9l2DZDs/view?usp=sharing

3. Video Presentation MLOps

https://drive.google.com/drive/folders/1MGEvxCuWbAvylp9rOw7pbysIDaLn0HtN

# data[].attributes.body
Hometown: Johor Bahru
Affiliation: Lecturer (UKM) & Consultant (Synapse Innovation)
Fields: AI & Data Science, Biomedical Engineering, Productivity Intelligent (PI)
Education: Degree and Masters (UTM), PhD (Oxford).
Moto: Live to give
Why Customer Analytics? Turning data on customer behaviours into profit using technology is just so cool!
YouTube: Dr Nazri Bajuri https://www.youtube.com/channel/UCWmRqLDl071KSDOiuuLLy3g
LinkedIn: https://www.linkedin.com/in/nazribajuri/
Website: https://nazribajuri.wixsite.com/nazribajuri