June 1, 2019 Book review: Weapons of math destruction Another book with controversial ideas: instead of attaining the purpose of the objectives as intended, big data algorithms turn out to be a “destructive… Share this:TweetWhatsAppPrintEmail
June 1, 2019 Use of CDRs to investigate disease spread Dealing with call detail records generated by mobile telecom (i.e., Base Subscriber Subsystem, Mobile Switching Center, and Billing System) was my job during 2005-2010…. Share this:TweetWhatsAppPrintEmail
June 1, 2019 Deep learning inference on android phone The demo that you’ll always see at any AI/IoT expo/exhibition!The difference is that I’m using my Android instead of a PC or a development… Share this:TweetWhatsAppPrintEmail
June 1, 2019 Tensorframes: Tensorflow + Spark Combining data-intensive best solution (apache spark) and compute-intensive best approach (Tensorflow with GPU) results in Tensorframes. The speedup is remarkable. Hopefully, I could get… Share this:TweetWhatsAppPrintEmail
June 1, 2019 Dataiku: flexible data science tools In the previous post, the flexibility given by data science tools greatly reduces the performance, i.e., the execution speed. Fortunately, Dataiku, a data science… Share this:TweetWhatsAppPrintEmail
June 1, 2019 Google Cloud Speech API Very often I need to verify whether a video containing certain keywords that I am looking for. That is very difficult to be done… Share this:TweetWhatsAppPrintEmail
June 1, 2019 Flexibility vs. Speed Data science tools such as Rapidminer, Dataiku, and KNIME offer so much flexibility and provide easy-to-understand building blocks that abstract data processing functions. It… Share this:TweetWhatsAppPrintEmail
June 1, 2019 CPU vs. GPU Inspired by the benchmark from Matt Dowle (https://h2oai.github.io/db-benchmark/), I compared his benchmark with GPU (Detail: https://lnkd.in/e7iHg7N). For processing big data, GPU K20 2 GB… Share this:TweetWhatsAppPrintEmail
June 1, 2019 Google Colab vs. Microsoft Azure notebook Although I knew this service for a while, I just recently put attention on 2 “serverless” notebook services on the cloud: Google Colab and… Share this:TweetWhatsAppPrintEmail
June 1, 2019 Google Cloud Vision API to detect vehicle plate number This is why every organization engages artificial intelligence & machine learning. Once they have an “extensively trained” model that has a very good performance,… Share this:TweetWhatsAppPrintEmail