Ricky KiminTowards Data ScienceBuilding Spotify Discover Weekly Email Alert with LuigiA simple Luigi data pipelineJun 3, 20192Jun 3, 20192
Ricky KiminTowards Data ScienceBuilding K-pop Idol Identifier with Amazon RekognitionImage recognition is a field in machine learning that has been intensively explored by many tech giants such as Google, Amazon, Microsoft…May 25, 2019May 25, 2019
Ricky KiminTowards Data ScienceDeploying PySpark ML Model on Google Compute Engine as a REST APIStep-by-step tutorialDec 31, 2018Dec 31, 2018
Ricky KiminTowards Data ScienceStep-by-Step Tutorial: PySpark Sentiment Analysis on Google DataprocI recently had a chance to play around with Google Cloud Platform through a specialization course on Coursera; Data Engineering on Google…Dec 24, 20187Dec 24, 20187
Ricky KiminTowards Data ScienceUrban Sound Classification — Part 2: sample rate conversion, LibrosaThis is the 2nd part of my ongoing Urban Sound Classification project. You can find the previous posts from the below links.Aug 4, 20183Aug 4, 20183
Ricky KiminTowards Data ScienceUrban Sound Classification — Part 1: sound wave, digital audio signalIt’s been a while since my last post. So far I’ve been mainly writing about NLP, but I should admit that my focus was quite narrow. Out of…Jun 24, 20185Jun 24, 20185
Ricky KiminTowards Data ScienceYet Another Twitter Sentiment Analysis Part 1 — tackling class imbalanceI finished an 11-part series blog posts on Twitter sentiment analysis not long ago. Why do I want to do the sentiment analysis again? I…Apr 20, 201811Apr 20, 201811
Ricky KiminTowards Data ScienceSentiment Analysis with PySparkOne of the tools I’m deeply interested but haven’t had many chances to explore is Apache Spark. Most of the time, Pandas and Scikit-Learn…Mar 13, 201810Mar 13, 201810
Ricky KiminTowards Data ScienceBayesball: Bayesian analysis of batting average*In addition to short code blocks I will attach, you can find the link for the whole Jupyter Notebook at the end of this post.Mar 4, 20181Mar 4, 20181
Ricky KiminTowards Data ScienceAnother Twitter sentiment analysis with Python — Part 11 (CNN + Word2Vec)This is the 11th and the last part of my Twitter sentiment analysis project. It has been a long journey, and through many trials and errors…Feb 23, 201815Feb 23, 201815
