Links
- What do Hiring Managers Look For in a Data Scientist’s CV?
- Interesting books:
- Python tutorials (for non-Python programmers):
- Python for Programmers, collection of links from the Python wiki.
- Learn Python Programming: The Definitive Guide.
- Python for Programmers, in “Python 3 Patterns, Recipes and Idioms”.
- Python Data Science Handbook at GitHub
References
- NumPy reference
- Pandas documentation
- SciPy Reference
- StatsModels documentation
- Scikit-learn user guide
- Spark DataFrames guide
Extras
- Data Science Workflow: Overview and Challenges
- For Big-Data Scientists, ‘Janitor Work’ Is Key Hurdle to Insights
- 2017 The State of Data Science & Machine Learning
- One Data Science Job Doesn’t Fit All (at LinkedIn)
- Machine learning data sources:
- Andrew Ng's Coursera course "Machine Learning"
- Berkeley DS 100, Principles and Techniques of Data Science
Updated Thu Aug. 22 2024, 10:14 by ggbaker.