Comparing Regression Lines with Hypothesis Tests
This article was written by Jim Frost. How do you compare regression lines statistically? Imagine you are studying the relationship between height and weight and want to ...
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How to Get Your First Data Science Job: Go Dog Sledding
If you plug “statistics interview questions” into a search engine, you’re going to get hundreds of questions and answers. And if your interview is loomi...
Automatic Differentiation in 15 Minutes — video tutorial with application in machine learning and finance
Recorded in Bloomberg’s London offices in November 2019: slides here...
Podcast 4: Production Model Governance: MLOps
Many models created by data science teams never generate value because they never reach production. In the end, data scientists have to help deploy and maintain their mod...
Podcast 3: Production Lifecycle Management: MLOps
Many models created by data science teams never generate value because they never reach production. In the end, data scientists have to help deploy and maintain their mod...
Podcast 2: Production Model Monitoring
You want to scale your use of AI, but you are blocked by production issues. Which means that data scientists have to help deploy and maintain their models, which is costl...
Podcast 1: Tackling the Challenges of Production Model Deployment with MLOps
Many models created by data science teams never generate value because they never reach production. In the end, data scientists have to help deploy and maintain their mod...
Technical Periods of COVID-19 Fatality Data and the Relevance of Asymptotic Baselines
While I was laid off due to the new Coronavirus, I created a computer application called Little Blue Pearl (LBP) – named after our planet. Although I was recalled a...
How Organizations Can Leverage Design Thinking to Avoid “Least Worst” Options
Trying to gain organizational alignment on the best path forward on a critical product or organizational decision is overly difficult. Product-centric, inside-out organ...
The In-depth 2020 Guide to E-commerce Fraud Detection
It is hard to underestimate the role of E-commerce in a world where most communications happen on the web and our virtual environment is full of advertisements with attra...