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poweihuang17 / practice_leetcode_and_interview

coding practice for my interview about google or other companies. Mainly about leetcode or other practice.
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ML_interview_0410準備 #20

Closed poweihuang17 closed 6 years ago

poweihuang17 commented 6 years ago

利用周莫煩的影片複習tensorflow, keras,pytorch,theano,numpy,pandas,matplotlib等實作技能。 https://www.youtube.com/watch?v=lAaCeiqE6CE&list=PLXO45tsB95cKI5AIlf5TxxFPzb-0zeVZ8 https://www.youtube.com/watch?v=ttSUtDTjDyI&list=PLXO45tsB95cKKyC45gatc8wEc3Ue7BlI4&index=8

poweihuang17 commented 6 years ago

Activation function的比較

poweihuang17 commented 6 years ago

Compare different optimization function. If a training takes too long, what would you do?

poweihuang17 commented 6 years ago

Review this : https://www.youtube.com/watch?v=UlUGGB7akfE&list=PLXO45tsB95cKI5AIlf5TxxFPzb-0zeVZ8&index=18

poweihuang17 commented 6 years ago

Data augmentation

poweihuang17 commented 6 years ago

https://www.youtube.com/watch?v=9BmaWixFwj8&list=PLXO45tsB95cKI5AIlf5TxxFPzb-0zeVZ8&index=19

poweihuang17 commented 6 years ago

Study : RNN https://www.youtube.com/watch?v=RIR_-Xlbp7s