4
votes
Deep Learning Teaching Resources
The first thing that must be discussed in the matter, is the mathematics involved.
Deep learning is first and foremost a mathematical model. An overview of this big subject is given quite well in ...
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3
votes
Deep Learning Teaching Resources
From the perspective of MOOCs, a great place to start is MITx's 6.00.2x: Introduction to Computational Thinking and Data Science found on edX. It uses Python to introduce the study of data science and ...
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3
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How does one create a balanced AI curriculum in light of the popularity of Deep Learning?
I suppose the design of the curriculum revolves around the goal.
If the objective is to prepare students to enter the field as researchers, then the balance needs to favor the research that's active (...
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2
votes
Deep Learning Teaching Resources
This is only a partial answer as the scope of deep learning is vast and usually requires some fundamentals/prerequisites.
Google Developers Youtube channel has a playlist
Machine Learning Recipes ...
2
votes
How does one create a balanced AI curriculum in light of the popularity of Deep Learning?
A very interesting way to design a curriculum would be to in 3-lesson blocks. A block deals with a specific subject. A small list of various subjects in the field of AI can be found at the bottom of ...
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