Tag: Machine Learning
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A Low Cost Data Repository for Data Science Project
In the past month, I have made a number of research and testing on different data science technology including on-premise and cloud solutions. They are: Google BigQuery, Cloud Storage, Airflow Qilk Sense, Data Streaming (CDC), Data Warehouse Automation, Data Lake Creation Debezium CDC EnterpriseDB, GaussDB (by Huawei) In the coming future, I will share some…
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Hardware Investment on Data Science in 2019/20
In this article, I would like to share some technical staff rather than high level data science topic for managers. There are more and more organizations investing in Machine Learning (mostly TensorFlow) including the installation and configuration of new servers and GPU for the intensive computations. Different hardware or cloud service will be discussed. Development…
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Don’t abuse the term “AI” – Artificial Intelligence
There are lots of people introducing themselves as “AI experts” since 2017. However, I am not sure how many of them are understanding the difference between Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning (DL). Most of the self-claimed AI experts are doing some ML or DL tasks in a particular area like Object Recognition (image…