Latest Tips
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Build a Machine Learning Docker image
Learn how to build lightweight docker images for Machine Learning
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Use line_profiler to profile your python code
Learn a how to profile and debug performance issue of your python program using line_profiler.
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Use imbalanced-learn to deal with imbalanced datasets
Learn a how to work with imbalanced datasets and improve performance on minority class with SMOTE
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Python features you should be using
Learn about features that will change the way you are writing Python code today
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Python __dunder__ thingies
What’s python data model?
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Matplotlib Basics
Learn you some basic plotting with Matplotlib to quickly visualize your data.
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VizSeq on Google Colab
How to use VizSeq on Google Colab to visually analyze Text Generation Models?
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Text Generation with Markovify
How to train a Markov Chain model to generate sentences given a corpus of text?
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Build a dataset from tweets
Some new social movement have emerged on social media, how could get enough data to study/undestand what’s happening?
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Debugging in Python
My training loop just crashed and I have no idea what the error does mean, what should I do?
