Course Level: Intermediate
H2O Driverless AI is a proprietary tool developed by H2O.ai to perform automatic machine learning without the need for coding. Automatic machine learning is the process of automating the tasks of applying machine learning to real-world problems. Driverless AI provides automatic feature engineering, model validation, model tuning, model selection and deployment and machine learning interpretability which can be used within a Python environment. By the end of this one-day course you will be able to use Driverless AI to create and analyse machine learning models for your data within Python.
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By the end of the course, participants will understand…
It will be assumed that participants are familiar with the Python programming language. For example, familiarity with dictionaries and use of functions and the libraries {numpy}
and {pandas}
. Some exposure to common statistical terms would be an advantage, but not essential. Attending the Introduction to Python and Programming with Python courses will provide a sufficient background for this course.