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FastAI. Specifically "Deep Learning for Coders" which was recently updated. https://course.fast.ai/ https://course.fast.ai/ Do what the instructor recommends:
by bluelightning2k 4y ago
FastAI. Specifically "Deep Learning for Coders" which was recently updated.
https://course.fast.ai/ https://course.fast.ai/
Do what the instructor recommends: watch each lesson once in its entirety and then re-watch it while playing along. But don't just type their commands verbatim. Try and do something slightly different.
- cptcobalt 4y agoThis seems like a really interesting way to do a crash course in do-it-yourself AI—approach it top down and increase context as you go on.
- carom 4y agoFor the bottom up side of this, https://deeplearning.ai https://deeplearning.ai. Where fast.ai gets you started training models immediately, deeplearning.ai has you implementing neural nets from scratch in NumPy then transitions to TensorFlow.
- unoti 4y agoThis is the best way to get into deep learning: Do both FastAi, and also do Deeplearning.ai. They take opposite approaches that compliment each other perfectly. Fastai starts with the practical and doubles back to help you understand the technical. So in lesson 1 of fastai you're doing practical work, and half way through the course you start learning about taking derivatives of loss functions. Deeplearning.ai on the other hand in lesson 1 you're learning about taking derivatives of loss functions, and you do practical things with it starting about half way through the course. They both are absolutely fabulous for their own reasons, but the two together really cover each other's strengths and weaknesses in an amazing way.