References

365 Careers. 2017. “Personal Branding Ideas or How to Market Yourself to Recruiters.” https://365careers.com/2017/09/29/personal-branding-ideas-or-how-to-market-yourself-to-recruiters-2/.
ACM. n.d. “Citation Style and Reference Formats.” Accessed February 4, 2025. https://www.acm.org/publications/authors/reference-formatting.
ACM Data Science Task Force. 2021. Computing Competencies for Undergraduate Data Science Curricula. New York, NY, USA: ACM. https://doi.org/10.1145/3453538.
ADSA. 2024. “A Taxonomy of Competencies for MS Degrees in Data Science (V2).” Academic Data Science Alliance. https://academicdatascience.org/get-involved/projects-working-groups/data-science-taxonomy/.
Ali Awan, Abid. 2023. “28 Top Data Scientist Interview Questions For All Levels.” https://www.datacamp.com/blog/data-scientist-interview-questions.
Andrews, Garrett. 2024. “How To Become A Data Scientist.” Forbes Advisor. https://www.forbes.com/advisor/education/it-and-tech/how-to-become-a-data-scientist/.
Anwla, Praveen. 2024. LLMs Interview Prep Guide.” https://github.com/Praveen76/LLMs-Interview-Prep-Guide?tab=readme-ov-file.
ASA House Style for Magazines.” n.d. Accessed February 4, 2025. https://magazine.amstat.org/wp-content/uploads/2024/10/StyleGuideForEditor.pdf.
“Asa-Style-Guide.” 2025. https://files.taylorandfrancis.com/asa-style-guide.pdf?
AU. 2025. “Guidance on Resumes.” American University. https://www.american.edu/careercenter/resumes.cfm.
Beedle, Mike, Jim Highsmith, and etal. n.d. “Principles Behind the Agile Manifesto.” Accessed January 16, 2025. https://agilemanifesto.org/principles.html.
“Big Interview.” 2025. https://www.biginterview.com/.
bstn001. 2024. “The Power Of Weak Ties: Expanding Your Network Beyond Your Inner Circle.” https://workinvirtual.com/the-power-of-weak-ties-expanding-your-network-beyond-your-inner-circle/.
Cafe, MLStack. 2025. “27 Large Language Models (LLMs) Interview Questions (ANSWERED) For Your Next ML and GPT Interview MLStack.Cafe.” https://www.mlstack.cafe/blog/large-language-models-llms-interview-questions.
Camille. 2024. “Data Science Project Management.” PM-Insights. https://pm-insights.com/data-science-project-management/.
Center for Career and Professional Development. 2019. “Using Handshake and Big Interview.” https://www.youtube.com/watch?v=d4PZgeIDVaU.
CoderPad.” 2023. https://coderpad.io/.
“Codeshare.” 2025. https://codeshare.io/.
Community, ODSC. 2024. “Effective Project Management for Data Science: From Scoping to Ethical Deployment.” Open Data Science - Your News Source for AI, Machine Learning & More. https://opendatascience.com/effective-project-management-for-data-science-from-scoping-to-ethical-deployment/.
D, Stan. 2023. “Enhancing Engagement with Like, Comment, and Share.” https://www.linkedin.com/pulse/linkedin-insights-enhancing-engagement-like-comment-share-slava-d-/.
Diaz, Nilda Melissa. 2025. “Best Font for Your Resume in 2025.” https://www.myperfectresume.com/career-center/resumes/how-to/best-font-for-resume.
Donato, Hannah. 2023. “What Is Project Management? Definition, Types & Examples.” Project-Management.com. https://project-management.com/what-is-project-management/.
“Elephant Picture.” n.d. Wallpapers.com. Accessed January 16, 2025. https://wallpapers.com/wallpapers/elephant-raising-trunk-hd-rb4qba3x7vtb69bi.html.
Forbes. 2025. “20 Tips For Showcasing Your Personal Brand To Hiring Managers.” https://www.forbes.com/councils/forbeshumanresourcescouncil/2025/02/20/20-tips-for-showcasing-your-personal-brand-to-hiring-managers/.
GeeksforGeeks. 2024. “Data Scientist Roadmap: A Complete Guide.” https://www.geeksforgeeks.org/data-scientist-roadmap/.
Gitlab. 2025. “Product Development Flow.” The GitLab Handbook. https://handbook.gitlab.com/handbook/product-development-flow/.
Good, Lauren. 2023. “5 Phases of Project Management Life Cycle Complete Guide.” Project-Management.com. https://project-management.com/project-management-phases/.
———. 2024. “5 Phases of Project Management Life Cycle.” Project-Management.com. https://project-management.com/project-management-phases/.
“Google Style Guides.” n.d. Styleguide. Accessed February 3, 2025. https://google.github.io/styleguide/.
Granovetter, Mark S. 1973. “The Strength of Weak Ties.” American Journal of Sociology 78 (6): 1360–80. https://www.jstor.org/stable/2776392.
Hall, Meghan. 2022. “Making Slides in Quarto with Reveal.js.” https://meghan.rbind.io/blog/2022-07-12-making-slides-in-quarto-with-revealjs/.
“Handshake: Careers Start Here.” n.d. Handshake. Accessed March 3, 2025. https://joinhandshake.com/.
Holywell, Simon. n.d. SQL Style Guide.” Accessed February 3, 2025. https://www.sqlstyle.guide.
HTML Style Guide and Coding Conventions.” n.d. Accessed February 3, 2025. https://www.w3schools.com/htmL/html5_syntax.asp.
Humm, Philipp. 2022. “How To Use Storytelling To Ace Your Interviews.” Power of Storytelling. https://power-of-storytelling.com/storytelling-for-interviews/.
Hvitfeldt, Emil. 2024. “Quarto Slidecraft 101.” https://emilhvitfeldt.com/project/slidecraft-101/#blog-posts.
Indeed. 2025. “18 Tips To Pass Automated Screening Resume Software.” Indeed Career Guide. https://www.indeed.com/career-advice/resumes-cover-letters/automated-screening-resume.
James, Elisa. 2020. “Four Tips To Do Voice Modulation While Speaking.” https://www.youtube.com/watch?v=RyuuA6aiQfQ.
Keenyn Rhodes. 2021. “How to Sound Natural in English.” https://www.youtube.com/watch?v=Xw2K9Dmoeiw.
———. 2023. “5 Mistakes Keeping You From Natural Sounding English.” https://www.youtube.com/watch?v=0RVs5gOqbV0.
Kozal-Holland, Mark. 2015. “Village to City.” Text. The History of Project Management. https://historyofprojectmanagement.com/page/village-city-0.
“Leet Code Problems.” 2025. LeetCode. https://leetcode.com/problemset/.
Louise Brogan. 2022. “How to Post on LinkedIn: A Beginner’s Guide.” https://www.youtube.com/watch?v=AKkfex1_QV0.
Mitchell, Alan. 2025. “Data Science Resume for University Graduates 2025.” 365 Data Science. https://365datascience.com/career-advice/job-interview-tips/data-science-resume-university-graduates/.
Nehme, Adel. 2022. “12 Best Practices to Grow in Your Data Career.” https://www.datacamp.com/blog/12-best-practices-to-grow-in-your-data-career.
pallep. 2025. “Microsoft Writing Style Guide.” https://learn.microsoft.com/en-us/style-guide/welcome/.
PEP 8 – Style Guide for Python Code Peps.python.org.” n.d. Python Enhancement Proposals (PEPs). Accessed February 3, 2025. https://peps.python.org/pep-0008/.
PMI. 2021. PMBOK Guide Project Management Institute.” https://www.pmi.org/standards/pmbok.
———. 2025. “Project Management Institute (PMI).” YouTube. https://www.youtube.com/channel/UCMA-ZzWeWAipboxxBRjzedg.
———. n.d. “Project Management Institute (PMI) YouTube Channel.” YouTube. Accessed January 16, 2025. https://www.youtube.com/channel/UCMA-ZzWeWAipboxxBRjzedg.
Project, Edison. 2017. EDISON Data Science Framework (EDSF).” https://edison-project.eu/edison/edison-data-science-framework-edsf/.
Quarto. 2025. “Journal Articles.” Quarto. https://quarto.org/docs/journals/index.html.
Report, Standford. 2023. “The Strength of Weak Ties.” https://news.stanford.edu/stories/2023/07/strength-weak-ties.
ResumeWorder. 2025. “Data Scientist Resume for Freshers - Best Format with Examples.” https://resumeworder.com/data-scientist-resume-for-freshers/.
Roseke, Bernie. 2021. “The Five PMBOK Process Groups.” ProjectEngineer. https://www.projectengineer.net/the-five-pmbok-process-groups/.
Soutik. 2025. “Crush Your Next Interview with LLMs: A Technical Guide to Smarter Prep.” Substack Newsletter. Soutik’s Substack. https://soutik.substack.com/p/crush-your-next-interview-with-llms.
Stojanovic, Maja. 2024. “The STAR Interview Method: How To Answer + Examples.” https://resources.biginterview.com/behavioral-interviews/star-interview-method/.
“Submit Your Article to Journal of the American Statistical Association.” n.d. Taylor & Francis. Accessed February 4, 2025. https://www.tandfonline.com/action/authorSubmission?show=instructions&journalCode=uasa20.
Sultan, Alexander. 2025. “The Rise of Fake LinkedIn Profiles: Risks, Red Flags, and How to Protect Your Network LinkedIn.” https://www.linkedin.com/pulse/rise-fake-linkedin-profiles-risks-red-flags-how-protect-sultan-s7age/.
Takats, Sean, Dan Stillman, and Faolan Cheslack-Postava. 2025. “Zotero.” Corporation for Digital Scholarship. https://www.zotero.org/.
Technical University of Denmark. 2025. “Work Breakdown Structure (WBS) in Project Management - Apppm.” http://wiki.doing-projects.org/index.php/Work_Breakdown_Structure_(WBS)_in_Project_Management.
Teneva, Marta. 2025. “The Complete Data Science Resume Guide (2025).” 365 Data Science. https://365datascience.com/career-advice/job-interview-tips/data-science-resume/.
Ter, Owen. 2023. “Voice Modulation Techniques to Enhance Your Public Speaking.” Icebreaker Speech. https://icebreakerspeech.com/voice-modulation/.
Todorovic, Ivana. 2023. “Why Post On LinkedIn - 5 Crucial Benefits of Posting on LinkedIn Regularly.” https://authoredup.com/blog/benefits-of-posting-on-linkedin.
Vivian. 2024. “7 Practical Tips to Modulate Your Voice and Tone in a Presentation.” Creative Presentation Ideas. https://www.collidu.com/blog/7-practical-tips-to-modulate-your-voice-and-tone-in-a-presentation/.
Wickham, Hadley. 2021. The Tidyverse Style Guide. https://style.tidyverse.org/index.html.
Wooll, Maggie. 2022. “Weak Ties Vs Strong Ties: Why They Both Matter.” https://www.betterup.com/blog/weak-ties-vs-strong-ties.