Tag: predictive analysis
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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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Data Science / Analytics – Best Practices
Many organizations and people are just focused on technology during the implementation of Big Data and/or Data Analytics. However, you should have the same predictive analytics result for the same algorithm no matter it is the programming code being written in SAS, R or Python. The truth is that the proper methodology is far more…
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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…