This is a long article written by Sebastian Raschka. Sebastian Raschka is the author of the bestselling book “Python Machine Learning.” As a Ph.D. candidate at Michigan State University, he is developing new computational methods in the field of computational biology. Sebastian has many years of experience with coding in Python and has given several seminars on the practical applications of data science and machine learning.
The article has the following sections:
- The short answer to a complex question
- What are my favorite Python tools?
- What do I think about MATLAB?
- Julia is awesome … on paper!
- There is really nothing wrong with R
- What happened to Perl?
- Other options
- Is Python a dying language?
- Conclusion
Click here to read the article.
The picture below is from the article.
You might also be interested in the following, recently featured articles:
- The Experience of Being a High-Performing Data Scientist
- Data Isn’t Everything
- The Data Science Delusion
- How to Set Up Data Science?
- Recognize Anything: How Big Data Enables Photo Recognition
- 30 Fun Ideas for Starting New AI Businesses with Watson
- What is Deep Learning?
- A Cheat Sheet on Probability
- US GDP Shiny App
- Four Great Pictures Illustrating Machine Learning Concepts
- Can weather data add a pinch of salt to your prediction models?
Top DSC Resources
- Article: What is Data Science? 24 Fundamental Articles Answering This Question
- Article: Hitchhiker’s Guide to Data Science, Machine Learning, R, Python
- Tutorial: Data Science Cheat Sheet
- Tutorial: How to Become a Data Scientist – On Your Own
- Categories: Data Science – Machine Learning – AI – IoT – Deep Learning
- Tools: Hadoop – DataViZ – Python – R – SQL – Excel
- Techniques: Clustering – Regression – SVM – Neural Nets – Ensembles – Decision Trees
- Links: Cheat Sheets – Books – Events – Webinars – Tutorials – Training – News – Jobs
- Links: Announcements – Salary Surveys – Data Sets – Certification – RSS Feeds – About Us
- Newsletter: Sign-up – Past Editions – Members-Only Section – Content Search – For Bloggers
- DSC on: Ning – Twitter – LinkedIn – Facebook – GooglePlus
Follow us on Twitter: @DataScienceCtrl | @AnalyticBridge