Consulting
Speaker
Bartosz Mikulski
Data Craft - making data pipelines trustworthy
All Stories
The silly mistakes in exploratory data analysis
Understanding the softmax activation function
Softmax function explained
How to increase accuracy of a deep learning model
Debugging a machine learning model
Smoothing time series in Pandas
How to use the exponentially weighted window functions in Pandas
Which hyperparameters of deep learning model are important and how to find them
How to speed up finding the right hyperparameters of a machine learning model
How to choose the right mini-batch size in deep learning
How to deal with underfitting and overfitting in deep learning
The lessons learned from Andrew Ng’s online course
How to reduce memory usage in Pandas
Fit more data in the same amount of memory
How Airflow scheduler works
Explanation of the Airflow interval and start_date parameters
Guidelines for data science teams — a summary of Daniel Molnar’s talks
Avoiding over-engineering in machine learning
Ludwig machine learing model in Kaggle
My first attempt to use Ludwig
The problem of large categorical variables in machine learning
How to use FeatureHasher in Scikit-learn
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