"You can only find out what you actually believe (rather than what you think you believe) by watching how you act. You simply don’t know what you believe, before that. You are too complex to understand yourself." - Dr. Jordan B. Peterson, 2018
The known Knowledge, skills, and abilities (KSA) required to complete the project. Unfortunately we cannot know the unknown unknown KSA's required to complete the project.
"Compare yourself to who you were yesterday, not to who someone else is today" - Dr. Jordan B. Peterson, 2018
At the start of the project download group-skills.xlsx workbook and have the team score themselves with a number in a range from 1 to 5 or 1 to 10. At the end of the project download group-skills.xlsx workbook again and re-score yourself and the team to see how you have progressed.
| Skill | Description | |
|---|---|---|
| Management | Agenda, Planning, Gantt Chart | |
| Record keeping | Minutes | |
| Reports | Layout, Spelling & grammar, Writing | |
| Progress Tracking | Meeting Milestones | |
| Teamwork | Learning, Pair programming, Skill sharing, Time management |
| Skill | Description | |
|---|---|---|
| Data Visualization | Graphs, interactive, dashboards, web pages | |
| Machine Learning | Data normalization, Linear Regression, ARIMA, SARIMA, K-Nearest Neighbors, Random Forests | |
| Programming | Python: pandas, clean readable code, functions, reuse, documentation | |
| Statistics | Probabilities, Distributions: Normal, Binomial & Poisson, |
| Skill | Description | |
|---|---|---|
| CSO.ie | Search, filter, download, reference datasets | |
| GitHub | Commit, pull, push, branching, PR's, reverting | |
| Jupyter Notebooks | Install packages, graphs, layout, markdown, exporting data for word/web | |
| Microsoft Word | Styles, TOC, TOF, References, Math Formulas, PDF export | |
| nbautoexport | Configure with Jupyter | |
| PiPy | Publish Python Code as package |
Template footnote:
This project started from the template https://github.com/markcrowe-com/data-analytics-project-template. Permission is granted to reproduce for personal and educational use only. Commercial copying, hiring, lending is prohibited. In all cases this notice must remain intact. Template Author Mark Crowe Copyright © 2021, All rights reserved.