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Data science for lazy people, Automated Machine Learning
Data science is fun… right? Data cleaning, feature selection, feature preprocessing, feature construction, model selection, parameter optimization, model validation… oh wait… are you sure? What about automating 80% of the work even doing better choices than you? Automated Machine Learning has arrived to be your personal assistant in Data Science
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Data science for lazy people... genetics will work for you!
Data science is fun... right? Data cleaning, feature selection, feature preprocessing, feature construction, model selection, parameter optimization, model validation... oh wait... are you sure? What about automating 80% of the work using genetic algorithms that can make better choices than you? TPOT is a tool that automatically creates and optimizes machine learning pipelines.