Data Science Bootcamp Guide
Data science bootcamp guide for IT career changers: analyst vs scientist roles, top programs, Kaggle alternatives, math requirements, and realistic first...
The exact change
"The data science skills gap exists, but so does a data science expectations gap. Entry-level data roles require solid SQL, Python for data manipulation, statistical thinking, and communication skills. These are teachable and a good bootcamp or self-study path can deliver them. True data science -- machine learning deployment, statistical modeling for production systems -- requires significantly more time and mathematical background than any bootcamp provides." -- Cassie Kozyrkov, former Chief Decision Scientist at Google
The data science skills gap exists, but so does a data science expectations gap. Entry-level data roles require solid SQL, Python for data manipulation, statistical thinking, and communication skills. These are teachable, and a good bootcamp or self-study path can deliver them. True data science -- machine learning deployment, statistical modeling for production systems -- requires significantly more time and mathematical background than any bootcamp provides.
Suggested change
De-attributed the unverifiable quote to plain prose.
Why this is better
De-attributed a quote credited to Cassie Kozyrkov (former Chief Decision Scientist at Google, a real and well-known figure) to plain prose, since no locatable source exists for this specific statement.
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