Resources to read 2-3 days before your job interview:
- Fast Combinatorial Feature Selection with New Definition of Predict...
- Big Data Poster
- Data Science Cheat Sheet
- 16 resources to learn and understand Hadoop
- A practical illustration of Map-Reduce (Hadoop-style), on real data
- Why and how you should build a data dictionary for big data sets
- What MapReduce can't do
- The curse of big data
- Fast clustering algorithms for massive datasets
- Life Cycle of Data Science Projects
- Interesting Tutorials from PyCon 2014 – USA
- 66 job interview questions for data scientists
- How to detect spurious correlations, and how to find the real ones
- Large set of Machine Learning and Related Resources
- Six categories of Data Scientists
Related articles
- The journey of a data scientist
- Data science job ads that do not attract candidates, versus those t...
- How to identify the right data scientist for your company
- 17 short tutorials all data scientists should read (and practice)
- Why Companies can't find analytic talent
- Salary history and career path of a data scientist
- 2014 Analytics Salary Guide
- The data science toolkit
- 6000 Companies Hiring Data Scientists
- Data Science programs and training currently available
- Data Science: Connected Fields, Pioneers
- Clustering data scientists
- Salary surveys for data scientists and related job titles
- Difference between data engineers and data scientists
- Data Scientist vs. Statistician
- Marrying computer science, statistics and domain expertize
- Data Scientist Core Skills
- R Tutorial for Beginners: A Quick Start-Up Kit
- The death of the statistician
- Data Science / Big Data Salary Survey by Burtch Works
- Demand for Data Scientists and the Datification of Business
- Data Science Apprenticeship
- Map of data science university programs
- Job titles for data scientists
- How to better compete with other data scientists
- Horizontal vs. Vertical Data Scientists
- Data Scientists vs. Data Engineers
- Extreme Data Science
- Test your analytical intuition
- Are data scientists overpaid?
- Data Science projects billed $300/hour on Kaggle
- The Face of the New University
- Fake data science
- Free courses from top universities
- Time Period for Analytical Positions Recruitment
- Data scientists making $300,000 a year
- Berkeley course on Data Science
- How much does a data scientist make at Facebook?
- Can data scientists replace business analysts?
- Debunking lack of analytic talent
- How maths should be taught in high school
- How do I become a data scientist?
- The amateur data scientist and her projects
- Data Scientist Demographics