As per MANUELA M. VELOSO, Herbert A. Simon University Professor at CMU,Machine Learning (ML) is a fascinating field of Artificial Intelligence (AI) research and practice where we investigate how computer agents can improve their perception, cognition, and action with experience. Machine Learning is about machines improving from data, knowledge, experience, and interaction. Machine Learning utilizes a variety of techniques to intelligently handle large and complex amounts of information build upon foundations in many disciplines, including statistics, knowledge representation, planning and control, databases, causal inference, computer systems, machine vision, and natural language processing. You may want to check out my detailed post on what is machine learning?.
At alison.com, they have a collection of free online courses on machine learning covering different topics related to AI, machine learning, data science and deep learning etc. However, the courses come with a cost if you want to get certificate as well. Also, the courses come with ads so you may have to patiently wait for ads while doing self-paced learning.
With free machine learning courses at Alison.com, you will be able to implement different types of machine learning models such as regression, classification and clustering in Python using libraries like scikit-learn, TensorFlow etc. By the end of this course, you’ll have a good understanding of how these models work under the hood and how you can use them for your own applications! You can learn from anywhere anytime by watching their videos that are available on all devices including mobile phones and tablets.
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