How Automated Machine Learning Addresses the Challenges of Traditional ML Models?


Automated Machine learning is considered as a suitable and comprehensive approach to address and eradicate the challenges associated with machine learning algorithms and models. Automated machine learning ensures end-to-end automation of the ML algorithm and model. It is designed to conduct automated data analysis, so that accurate and précise results can be achieved. Automated Machine learning algorithm unburdens the data scientists, as it not only cleans and collects the data but also automatically trains the models as well. Through its automated feature engineering attribute, AutoML automatically collects the data, extracts meaningful information, and detects any distorted data in the entire process.

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