BlogHide Resteemssteelwings (50)in steemstem • 7 years agoDeep Learning Note 4 -- Mismatched Training and Dev SetFollowing up last post Deep Learning Note 4 — Error Analysis , this post focuses on dealing with mismatched data distributions between training and dev/test sets. Deep learning hungers for a lot…steelwings (50)in steemstem • 7 years agoDeep Learning Note 4 -- Error AnalysisFollowing up last post Deep Learning Note 3 — Comparing to Human Level Performance on the Machine Learning Strategy, the next two posts cover the error analysis and how to handle mismatch…steelwings (50)in steemstem • 7 years agoElasticSearch Fielddata Configuration Tuning Part 1Observations We have an ElasticSearch cluster that is running fine most of time. However, occasionally our users can submit heavy queries that add a lot of load to the cluster by accident. They…steelwings (50)in steemstem • 7 years agoDeep Learning Note 3 -- Comparing to Human Level PerformanceFollowing up last post Deep Learning Note 3 — Machine Learning Strategy of Setting up the Learning Target on the Machine Learning Strategy, this post covers the last 3 points on how to work on a…steelwings (50)in steemstem • 7 years agoDeep Learning Note 3 -- Machine Learning Strategy of Setting up the Learning TargetThis week’s course Machine Learning Strategy mainly focuses on how to work on a machine learning project and accelerate the project iteration. Since this course covers quite a lot small topics…steelwings (50)in steemstem • 7 years agoDeep learning Note 2 — Part 2 OptimizationIn my last post Deep Learning Note 2 — Part 1 Regularization I summarized some key points about regularization methods to improve deep neural networks. In this week I will summarize another two…steelwings (50)in technology • 7 years agoDeep Learning Note 2 — Part 1 RegularizationIn my last post Deep Learning Note1--Neural Networks and Deep Learning I summarized some key points that I found useful from the Coursera course Neural Networks and Deep Learning . In this…steelwings (50)in technology • 7 years agoDeep Learning Note1--Neural Networks and Deep LearningIntroduction I recently signed up for the Deep Learning Specialization on Cousera and have just completed the first course Neural Networks and Deep Learning . Although it is recommended for…steelwings (50)in introduceyourself • 7 years agoSelf Introduction.Hello World! Or Hello Steemit :) My name is Jason. I'm a software engineer, a photographer and a not-so-good-yet cook. Self introduction is never easy to me as I don't know what and how much I…
