Unit Testing Data: What is it and how do you do it?
Reap the benefits of your raw data through learning the importance of unit testing, how to apply it, and what tools to use for enhanced data quality.
Hajar Khizou
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8 minMore articles
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Hajar Khizou
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8 min
Improving Data Science Strategy at Neste
Learn how Winder.AI defined Neste's Data Science strategy.
Dr. Phil Winder
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3 min
How We Work With Cloud-Native Data Science: An Interview With Phil Winder
As a business, how should you embark on a data science project? Should you be using cloud-native technologies? In this interview, Phil Winder discusses how he operates with other businesses to build businesses of the future.
Dr. Phil Winder
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5 min
Building an Enterprise NLP Platform
Learn how Winder.AI delivered an NLP platform to a large enterprise in the oil and gas industry.
Dr. Phil Winder
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3 min
Developing a Real-Life Project
A look at what software development looks like in real-life.
Dr. Phil Winder
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15 min
A Simple Docker-Based Workflow for Deploying a Machine Learning Model
Deploying ML models is hard, right? Not with this Docker-based workflow!
Dr. Phil Winder
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7 min
COVID-19 Hierarchical Bayesian Logistic Model with pymc3
Building a hierarchical logistic model of COVID-19 cases in pymc3.
Dr. Phil Winder
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28 min
COVID-19 Logistic Bayesian Model
Building upon the previous simple exponential model, in this post I look at using a logistic model for modeling COVID-19 cases.
Dr. Phil Winder
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8 min
COVID-19 Exponential Bayesian Model Backtesting
Building upon the previous simple exponential model, I implement backtesting to quantify prediction error.
Dr. Phil Winder
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6 min
COVID-19 Exponential Bayesian Model
Learn how to use pymc3 for Bayesian modelling of COVID-19 cases.
Dr. Phil Winder
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5 minNewsletter
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