Machine Learning is an  area of research that allows machines the ability to learn without being directly programmed. Machine Learning development is in trend as many students, teachers, developers, and data scientists use machine learning to develop various projects and products. However, developing machine learning models require high system requirement specifications as sometimes the model training process can go from 2 hours to 2 days and more. So low-end systems can not handle training of good machine learning models or even if they somehow train models, critical system issues are likely to occur.

However, there are many open-source Machine Learning  environments available that do not require any system requirement specification and use cloud infrastructure to train your model in the most optimal time possible.

#gblog #machine learning