The Best Machine Learning Resources – Machine Learning for Humans – Medium

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For those considering an autodidactic alternative, this is for you. You can't go deeply into every machine learning topic. There's too much to learn, and the field is advancing rapidly. Motivation is far more important than micro-optimizing a learning strategy for some long-term academic or career goal. If you're trying to force yourself forward, you'll slow down.


The Ultimate Learning Machines

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The future of artificial intelligence depends on designing computers that can think and explore as resourcefully as babies do.


Choosing Components for Personal Deep Learning Machine

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As a Hobbyist, the cost of EC2 Instances for running an experiment has been a barrier in exploring and solving Deep Learning Problems. Reserved Instances were my initial playground as i was not familiar with cloud ecosystem.



Types of Data in Statistics - A basic understanding for Machine Learning Machine Learning Knowledge

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Machine Learning thrives on data. It is very important to understand the nature of underlying data on top of which the machine learning model is required to be built. Given a dataset, one of the first thing you would normally do is try to understand the nature and variety of data present in the dataset. This usually becomes the first stepping stone of creating a powerful and robust machine learning model. Statistics is a distant cousin of machine learning which also deals with data.