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insideBIGDATA “Ask a Data Scientist” Series

Welcome to the series of articles sponsored by Intel – “Ask a Data Scientist” from insideBIGDATA’s popular Data Science 101 channel. These articles constitute many of our site’s most popular resources for newbie data scientists. The 12 articles listed below were from reader submitted questions of varying levels of technical detail and answered by a practicing data scientist – sometimes by me and other times by an Intel data scientist.

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

Welcome back to our series of articles sponsored by Intel – “Ask a Data Scientist.” This week’s question is from a reader who seeks a discussion of missing data handling methods such as imputation.