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Ask a Data Scientist: Becoming a Data Scientist

Welcome back to our series of articles sponsored by Intel – “Ask a Data Scientist.” This is the last of our reader submitted questions of varying levels of technical detail answered by a practicing data scientist. This week’s question is from a reader who asks about becoming a data scientist.

Ask a Data Scientist: Ensemble Methods

Welcome back to our series of articles sponsored by Intel – “Ask a Data Scientist.” This week’s question is from a reader who asks about ensemble methods and how you use them.

Ask a Data Scientist: Confounding Variables

Welcome back to our series of articles sponsored by Intel – “Ask a Data Scientist.” This week’s question is from a reader who asks for an explanation of confounding variables and why they’re important in data science projects.

Ask a Data Scientist: Storytelling With Data

Welcome back to our series of articles sponsored by Intel – “Ask a Data Scientist.” This week’s question is from a reader who asks about the importance of “storytelling” in data science.

Ask a Data Scientist: Data Leakage

Welcome back to our series of articles sponsored by Intel – “Ask a Data Scientist.” Once a week you’ll see reader submitted questions of varying levels of technical detail answered by a practicing data scientist – sometimes by me and other times by an Intel data scientist. This week’s question is from a reader who asks for an explanation of data leakage.

Ask a Data Scientist: Unsupervised Learning

Welcome back to the “Ask a Data Scientist” article series. This week’s question is from a reader who asks for an overview of unsupervised machine learning.

Ask a Data Scientist: The Data Science Process

Welcome back to our series of articles sponsored by Intel – “Ask a Data Scientist.” This week’s question is from a reader who wonders if there is a general process for conducting data science projects.

Ask a Data Scientist: The Importance of Exploratory Data Analysis

Q: What is the role of exploratory data analysis in data science?

Ask a Data Scientist: Handling Missing Data

How do you handle missing data? What imputation techniques do you recommend?

Ask a Data Scientist: The Bias vs. Variance Tradeoff

Welcome back to our series of articles sponsored by Intel – “Ask a Data Scientist.” This week’s question is from a reader who wants an explanation of the “bias vs. variance tradeoff in statistical learning.”