<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[RSS Feed]]></title><description><![CDATA[RSS Feed]]></description><link>http://direct.ecency.com</link><image><url>http://direct.ecency.com/logo512.png</url><title>RSS Feed</title><link>http://direct.ecency.com</link></image><generator>RSS for Node</generator><lastBuildDate>Thu, 30 Apr 2026 19:24:09 GMT</lastBuildDate><atom:link href="http://direct.ecency.com/@steelwings/rss" rel="self" type="application/rss+xml"/><item><title><![CDATA[Deep Learning Note 4 -- Mismatched Training and Dev Set]]></title><description><![CDATA[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 hungers for a lot of training]]></description><link>http://direct.ecency.com/steemstem/@steelwings/deep-learning-note-4-mismatched-training-and-dev-set</link><guid isPermaLink="true">http://direct.ecency.com/steemstem/@steelwings/deep-learning-note-4-mismatched-training-and-dev-set</guid><category><![CDATA[steemstem]]></category><dc:creator><![CDATA[steelwings]]></dc:creator><pubDate>Sat, 28 Oct 2017 20:49:15 GMT</pubDate><enclosure url="https://images.ecency.com/p/2gsjgna1uruvUuS7ndh9YqVwYGPLVszbFLwwpAYXYh8iBaWaq4ttLDyJtt2cpUqPoNMJP9qpJxnNee7uFLPpRDznsebTubXwrNbWUkPhqYtgsCwaPg?format=match&amp;mode=fit" length="0" type="false"/></item><item><title><![CDATA[Deep Learning Note 4 -- Error Analysis]]></title><description><![CDATA[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 and how to handle mismatch training and]]></description><link>http://direct.ecency.com/steemstem/@steelwings/deep-learning-note-4-error-analysis</link><guid isPermaLink="true">http://direct.ecency.com/steemstem/@steelwings/deep-learning-note-4-error-analysis</guid><category><![CDATA[steemstem]]></category><dc:creator><![CDATA[steelwings]]></dc:creator><pubDate>Sat, 21 Oct 2017 12:54:24 GMT</pubDate><enclosure url="https://images.ecency.com/p/2gsjgna1uruvUuS7ndh9YqVwYGPLVszbFLwwpAYXZuJAMXxXN6Rf5CEwiNP1eAuYXL6q5gj38uLVAV9XcfoZaMYJteABYpzfnLzELbSUBper9rCYxE?format=match&amp;mode=fit" length="0" type="false"/></item><item><title><![CDATA[ElasticSearch Fielddata Configuration Tuning Part 1]]></title><description><![CDATA[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 to the cluster by accident. They typically]]></description><link>http://direct.ecency.com/steemstem/@steelwings/elasticsearch-fielddata-configuration-tuning-part-1</link><guid isPermaLink="true">http://direct.ecency.com/steemstem/@steelwings/elasticsearch-fielddata-configuration-tuning-part-1</guid><category><![CDATA[steemstem]]></category><dc:creator><![CDATA[steelwings]]></dc:creator><pubDate>Sun, 15 Oct 2017 02:15:24 GMT</pubDate><enclosure url="https://images.ecency.com/p/2gsjgna1uruvUuS7ndh9YqVwYGPLVszbFLwwpAYXa4ZVMbKDT6jE7xikGKxsHtmKsjFAqcUuEwyhQmV7w4MTAeJTLRs7AEq78zZchHGQNAMfF13gwY?format=match&amp;mode=fit" length="0" type="false"/></item><item><title><![CDATA[Deep Learning Note 3 -- Comparing to Human Level Performance]]></title><description><![CDATA[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 last 3 points on how to work on a machine]]></description><link>http://direct.ecency.com/steemstem/@steelwings/deep-learning-note-3-comparing-to-human-level-performance</link><guid isPermaLink="true">http://direct.ecency.com/steemstem/@steelwings/deep-learning-note-3-comparing-to-human-level-performance</guid><category><![CDATA[steemstem]]></category><dc:creator><![CDATA[steelwings]]></dc:creator><pubDate>Sun, 08 Oct 2017 14:46:27 GMT</pubDate><enclosure url="https://images.ecency.com/p/2gsjgna1uruvUuS7ndh9YqVwYGPLVszbFLwwpAYXa4pCT4etzBDX7GFzVwGYZ6duVafBCB9mdaQEXLBeHGRtVvexG6XTvAvkMcNmuts4nn6cTZezr2?format=match&amp;mode=fit" length="0" type="false"/></item><item><title><![CDATA[Deep Learning Note 3 -- Machine Learning Strategy of Setting up the Learning Target]]></title><description><![CDATA[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 covers quite a lot small topics, I’ll break]]></description><link>http://direct.ecency.com/steemstem/@steelwings/deep-learning-note-3-machine-learning-strategy-of-setting-up-the-learning-target</link><guid isPermaLink="true">http://direct.ecency.com/steemstem/@steelwings/deep-learning-note-3-machine-learning-strategy-of-setting-up-the-learning-target</guid><category><![CDATA[steemstem]]></category><dc:creator><![CDATA[steelwings]]></dc:creator><pubDate>Fri, 29 Sep 2017 21:42:21 GMT</pubDate><enclosure url="https://images.ecency.com/p/2gsjgna1uruvUuS7ndh9YqVwYGPLVszbFLwwpAYXa8oPR9H7gibsb36wL3S1Dg1DjLq6X2xZGLFDWNPduCgDiZ5worNc5qEvMXqDSQvh4EnJuHNNkn?format=match&amp;mode=fit" length="0" type="false"/></item><item><title><![CDATA[Deep learning Note 2 — Part 2 Optimization]]></title><description><![CDATA[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 week I will summarize another two topics:]]></description><link>http://direct.ecency.com/steemstem/@steelwings/deep-learning-note-2-part-2-optimization</link><guid isPermaLink="true">http://direct.ecency.com/steemstem/@steelwings/deep-learning-note-2-part-2-optimization</guid><category><![CDATA[steemstem]]></category><dc:creator><![CDATA[steelwings]]></dc:creator><pubDate>Mon, 25 Sep 2017 22:46:24 GMT</pubDate><enclosure url="https://images.ecency.com/p/2gsjgna1uruvUuS7ndh9YqVwYGPLVszbFLwwpAYXYrVJwroRTc8yU6YkiV6Fmo4YqTYaArQjENx3wrJtV3NwYmnj7VkEfFFokfuGBP1i4WE37FVN7Q?format=match&amp;mode=fit" length="0" type="false"/></item><item><title><![CDATA[Deep Learning Note 2 — Part 1 Regularization]]></title><description><![CDATA[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 and Deep Learning. In this week I started]]></description><link>http://direct.ecency.com/technology/@steelwings/deep-learning-note-2-part-1-regularization</link><guid isPermaLink="true">http://direct.ecency.com/technology/@steelwings/deep-learning-note-2-part-1-regularization</guid><category><![CDATA[technology]]></category><dc:creator><![CDATA[steelwings]]></dc:creator><pubDate>Sun, 17 Sep 2017 00:25:30 GMT</pubDate><enclosure url="https://images.ecency.com/p/2gsjgna1uruvUuS7ndh9YqVwYGPLVszbFLwwpAYXYqRrT8QNKdwBj9cg3LbcZumcmoTvgaGy2MNi1s8CQpGsjHNzMjdzPq9eiLWifRPpGHgjeST88N?format=match&amp;mode=fit" length="0" type="false"/></item><item><title><![CDATA[Deep Learning Note1--Neural Networks and Deep Learning]]></title><description><![CDATA[Introduction 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 4 weeks of study,]]></description><link>http://direct.ecency.com/technology/@steelwings/deep-learning-note1-neural-networks-and-deep-learning</link><guid isPermaLink="true">http://direct.ecency.com/technology/@steelwings/deep-learning-note1-neural-networks-and-deep-learning</guid><category><![CDATA[technology]]></category><dc:creator><![CDATA[steelwings]]></dc:creator><pubDate>Wed, 13 Sep 2017 01:52:33 GMT</pubDate><enclosure url="https://images.ecency.com/p/2gsjgna1uruvUuS7ndh9YqVwYGPLVszbFLwwpAYXa8Ja3jN985vA5mb56bEYvcgQ3hWFDU1PYGCkaojUjCm14ZprvCxTk6NicuJHqo2ycvxz3X2QAS?format=match&amp;mode=fit" length="0" type="false"/></item><item><title><![CDATA[Self Introduction.]]></title><description><![CDATA[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 should share.]]></description><link>http://direct.ecency.com/introduceyourself/@steelwings/self-introduction</link><guid isPermaLink="true">http://direct.ecency.com/introduceyourself/@steelwings/self-introduction</guid><category><![CDATA[introduceyourself]]></category><dc:creator><![CDATA[steelwings]]></dc:creator><pubDate>Tue, 12 Sep 2017 01:34:27 GMT</pubDate></item></channel></rss>