Author
Mikhail Korobov
Mikhail Korobov is the Head of Development at Zyte.
Use case
Are programming practices relevant anymore?
Programmers were raised on long-standing core principles of the craft. What if those tenets are no longer relevant?
Mikhail Korobov5 min
Leadership
Do Androids Dream Of Electric Sheep?
It got very easy to do Machine Learning: you install an ML library like scikit-learn or xgboost, choose an estimator, feed it some training data, and get a model that can be used for predictions.
Mikhail Korobov18 Mins
How To
Optimizing Memory Usage Of Scikit-Learn Models Using Succinct Tries
We use the scikit-learn library for various machine-learning tasks at Zyte. For example, for text classification we'd typically build a statistical model using sklearn's Pipeline, FeatureUnion, some classifier (e.g. LinearSVC) + feature extraction and preprocessing classes.
Mikhail Korobov7 Mins
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