steelwings

Deep Learning Note 4 -- Mismatched Training and Dev Set

Following 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 Note 4 -- Error Analysis

Following 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...

ElasticSearch Fielddata Configuration Tuning Part 1

Observations 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...

Deep Learning Note 3 -- Comparing to Human Level Performance

Following 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...

Deep Learning Note 3 -- Machine Learning Strategy of Setting up the Learning Target

This 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...

Deep learning Note 2 — Part 2 Optimization

In 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 ...

Deep Learning Note 2 — Part 1 Regularization

In 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...

Deep Learning Note1--Neural Networks and Deep Learning

Introduction I recently signed up for the Deep Learning Specialization on Cousera and have just completed the first course Neural Networks and Deep Learning. Al...

Self 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 ...