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[#15] AI Ethics and Fairness
"What is Fair, Anyways?"
Apr 6, 2021
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Dan Capellupo
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[#15] AI Ethics and Fairness
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March 2021
[#14] Occam's Razor
Sometimes the simplest answer is the best answer
Mar 23, 2021
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Dan Capellupo
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[#14] Occam's Razor
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[#13] The Drive to Become Data-Driven
As companies continue to move towards becoming more data-driven, what are the opportunities and challenges for data professionals?
Mar 9, 2021
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Dan Capellupo
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[#13] The Drive to Become Data-Driven
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February 2021
[#12] Deep Dive into Clustering (Part 2)
k-Means and HDBSCAN: a detailed comparison
Feb 25, 2021
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Dan Capellupo
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[#12] Deep Dive into Clustering (Part 2)
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[#11] Deep Dive into Clustering (Part 1)
The k-Means algorithm and choosing the number of clusters
Feb 10, 2021
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Dan Capellupo
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[#11] Deep Dive into Clustering (Part 1)
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January 2021
[#10] Rules and ML
Does machine learning replace rules or can they work together?
Jan 26, 2021
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Dan Capellupo
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[#10] Rules and ML
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[#9] Crowdsourcing Data Science
How much do subjective analytical choices influence one's results?
Jan 19, 2021
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Dan Capellupo
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[#9] Crowdsourcing Data Science
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[#8] Data Science, in General
How should companies prioritize hiring generalists over specialists, and how does that affect your job search?
Jan 12, 2021
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Dan Capellupo
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[#8] Data Science, in General
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[#7] All Roads Lead to Data Science
There are many unique paths to becoming a data scientist
Jan 5, 2021
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Dan Capellupo
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[#7] All Roads Lead to Data Science
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December 2020
[#6] The Missing Piece of the Most Popular Online Data Science Courses
Explainability and ethics in machine learning and AI should be introduced to aspiring data scientists from the beginning
Dec 22, 2020
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Dan Capellupo
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[#6] The Missing Piece of the Most Popular Online Data Science Courses
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[#5] The Top Statistics Ideas of the Last 50 Years
The most important developments in statistics since 1970 and their connection to modern data science
Dec 15, 2020
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Dan Capellupo
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[#5] The Top Statistics Ideas of the Last 50 Years
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[#4] Machine Learning versus Statistics
How do machine learning practitioners differ from statisticians in their approach to a problem?
Dec 8, 2020
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Dan Capellupo
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[#4] Machine Learning versus Statistics
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