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In the last story, I shared about scraping Google Play Store apps review comments to gain more insight to improve the experience of mobile apps. …


Proactive listening to customer feedback is important to improve the experience of mobile apps. Now a day, rely on apps review rating are not enough, comment from reviews are also important to understand what is going wrong on experience. …


In past story, I shared about how to implement logging for Java Spring Boot Containerized App and feed it into Log Analytics (Container Insight). This story is part 2, I will share about how to perform logs analytics from Azure Databricks. Below is high-level architecture diagram of environment setup.

  1. Log…


I haven’t shared story about Application Containerization and Azure Kubernetes Service (AKS) for a while already. Recently, I’m working with development teammates and providing advisory about logging practices for containerized apps (Java Spring Boot) which running inside AKS.

AKS have out-of-the-box containers logging and monitoring integration with Azure Monitor (Container…


I joined Pneumonia Classification Challenge in Chest X-Rays (CXRs) recently. This round of machine learning challenge is organised by DPhi Community & Segmind. As you maybe aware, “Pneumonia killed more than 808,000 children under the age of 5 in 2017, accounting for 15% of all deaths of children under 5…


A microexpression is a facial expression that only lasts for a short moment. It is the innate result of a voluntary and an involuntary emotional response occurring simultaneously and conflicting with one another.

Recently, I’m working on interesting project to capture and analyze peoples microexpression in real-time. In old days…


Happy New Year! Hope everyone have a great and healthy year. First of January is just a new day, new day with new challenges. Recently, I’m working on data engineering, science and machine learning platform with Azure Databricks. …


Healthcare is becoming most important industry under currently COVID-19 situation. Machine Learning can help healthcare industry in various area, e.g. Medical Imaging Diagnosis, Identifying Diseases and Diagnosis, Epidemics Outbreak Prediction, Medicine R&D, etc… There are tons of interestingly valuable data, e.g. X-Way/CT/MRI/PET image, medical records, etc… to feed our data…


Recently, due to job related, I’m helping my customer to build data science and machine learning platform solution on Azure. One interesting and trending challenge which they want to solve is how to serve Tensorflow models easily and faster.

To expedite machine learning models delivery, it’s not limited to model…


Time is going fast. Few years ago, I shared first machine learning story about insurance claim prediction. It’s based on python code with logistic regression algorithm to build simple classification model as demonstration purpose.

In 2020, it should be the year of Automatic Machine Learning (Auto ML) to make machine…

Eason

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