Tensorflow and deep learning - without a PhD by Martin Görner

What people said

halflings · 2020-07 · Strong recommendation

The video version [1] is also pretty awesome, though its code itself is a bit outdated now. Explains a lot of very practical issues that you might not find in most academic textbooks, but you encounter every day in practice. [1] [VIDEO]

Read the original HN comment ↗

eddieplan9 · 2018-03 · Strong recommendation

For those interested in a deeper dive to just deep learning, "Tensorflow and deep learning - without a PhD" is really good, and covers a lot of material in a single 2hr talk. [VIDEO]

Read the original HN comment ↗

speedplane · 2017-06 · Strong recommendation

I watched a great video on Tensorflow (link below). It mostly introduces very basic deep learning concepts, but there are a few key moments in the 2 hour+ video, where he explains what to do if something goes wrong. It's definitely not a "science", but with enough experience in deep learning, you can intuit what's going on inside the black box, and there are best practices on what to try next. For example, he goes through a few examples where a neural net has too many weights, or too little data or improperly connected nodes. All three result in problems, but the problems exhibit themselves in slightly different ways and with expertise you can start identifying them. [VIDEO]

Read the original HN comment ↗