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Medium
2d
15
From Disheveled to Dependable: My Painful but Powerful Journey into Data Science Professionalism
- The article narrates a personal journey from facing infrastructural challenges in Nigeria to becoming a dependable data science professional.
- Challenges included dealing with power cuts, unstable internet, and lack of a dedicated workspace, leading to unprofessional appearances during meetings.
- The author invested in a stable WiFi network and home office, emphasizing the importance of setup for professionalism.
- Learning collaboration tools like Slack and communication skills was initially a culture shock, but the author adapted through observation and practice.
- Emphasis was placed on understanding that coding proficiency comes through repetition and practical application, learning to code like a craftsman.
- The cost of isolation and communication breakdowns highlighted the importance of overcommunication and sharing progress incrementally with the team.
- Self-management in a high-performance culture was crucial, requiring documenting workflows and seeking help effectively when facing challenges.
- Transitioning from a data analyst to a software-oriented thinker involved training in software engineering and understanding real systems and tools beyond data models.
- Professionalism was described as more than just performance metrics, focusing on project structure, business objectives alignment, and constructive feedback acceptance.
- The article concludes with insights on competence, stability, communication, coding proficiency, and the value of feedback in the journey towards becoming a reliable data science professional.
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