Career¶
Career development¶
- Roles in a Data Science team
- Measuring developer productivity
- Google: five keys to a successful team
- Google: what makes a great manager
- When and how build your data science team
- Data science leaders to follow
- Leading a software development team
- From Senior to Chief data scientist
- How to not lose tech skills being a Manager
- Career ladders and self-evaluation grid
- How to build and lead a Data Science team
- Diversity leads to better solutions
- 15 habits for highly effective data scientists
- 7 traits for incredibly efficient data scientists
- How to scale a data team
- How writing can advance your career
- Stretch work assignments for personal growth
- Code quality as a competitive advantage
- The Information Architect
- What you give up when moving into management
- How to build a data team
- Online revenue streams for Data Scientists
- Benefits of having at least two careers
- What to do if you are nervous about possible layoffs
- Awesome data leadership
- The Staff Engineer path
- The Best Learning Paths for AI and Data Leadership
- The Engineering Ladder: AgileLab way to provide people a professional growth path
- From MSc thesis to Lead Data Scientist
- A comprehensive guide to designing your technical career
- Decoding the Data Scientist Hierarchy From Junior to Senior: What Sets Them Apart?
- How to get promoted
- Elevate Your Data Science Career: How to become a Senior Data Scientist
- The Trimodal Nature of Software Engineering Salaries in the Netherlands and Europe
- Measuring Developer Productivity: Real-World Examples
- Career progression
- 7Factors to build human centric, high performing engineering teams
- Mastering Programming by Kent Beck
- Glue work
- Recurse Social Rules to create a friendly, intellectual programming environmen
- On Being A Senior Engineer
- Run Your Data Team Like A Product Team
Conferences¶
Jobs¶
Genoa¶
- Imavis
- ARPAL
- FlairBit
- OnAir
- algoWatt
- Cubbit
- EGO
- RINA
- Mywai
- Zenatek
- ENI
- Liguria Digitale
- Imprese liguri
Purposeful¶
Negotiation¶
- Ten rules for negotiating
- How not to bomb your offer negotiation
- Switch to AirBnB - part 1
- Switch to AirBnB - part 2
- How to double your salary
- Negotiation tactics for maximizing your worth
Portfolio¶
- How to build a DS portfolio
- Inspiration for DS projects
- Five minutes to your own website
- Virtual self driving car
- Hand geometric identification system
- Stop your project going off the rails
mkdocs- Publishing your own DS docs on the web
- Static website with
mkdocsand S3 - Tools for DS portfolio
- Transform jupyter notebook to an ebook
- Win conditions for DS project
- Rebranding as data scientist
- Static website with github
- Effective DS portfolio
- Explore Github readme
- Build a stunning Github readme
- Data science portfolios collection
- Programming projects for DS
- Speed up data science writing
- How to make a website
- Claudia Tenhoope portfolio
- Donne Martin portfolio
- Auto update guthub profile
- Other tools for DS portfolio
- DS projects inspiration
- GitHub Actions for automated portfolio generation
- Portfolio maker repo
- Impressive GitHub profile
- gitbook
- 21 tips for Data Scientists self-development
- Career docs
- Github profile toolset
- GitHub readme generator via Streamlit
- How to write a data science blog
- Tailor CV for job description
- Jupyter Book
- Private documentation
- Example personal website
- Come scrivere una newsletter di successo
- AWS Community
Resume¶
- JSON Resume: a walkthrough and some themes
Preparation¶
- How to survive a layoff during challenging times
- Data science interview blueprint
- Hiring process for programmers
- Guide for hiring managers to hire better data scientists
- Amazon interview guide
- Interview checklist
- The Data Science Interview Project
Technical skills¶
- DS and ML interview questions
- How to ace the in person DS interview
- DS interview questions
- How to land a DS job
- Comprehensive DS and ML interview guide
- Google interview brain teasers
- DS interview questions and answers
- Python interview questions and answers
- DS interview questions
- DS interview questions and answers 2
- Amazon questions for 2021
- Probability and statistics cheatsheet