Tai Chi of Civilization
It is not unusual for a person to encounter hurdles or barriers in social processes – for example, to obtain financial support to do a… Read More »Tai Chi of Civilization
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Two New Deep Conjectures in Probabilistic Number Theory
The material discussed here is also of interest to machine learning, AI, big data, and data science practitioners, as much of the work is based… Read More »Two New Deep Conjectures in Probabilistic Number Theory
Data Scientist, Business & IT – Importance to have everyone on the same page, key challenges and recommendations
Data science has become an integral part of a 21st century organization. Almost all the companies, large, medium or small, want to utilize data science… Read More »Data Scientist, Business & IT – Importance to have everyone on the same page, key challenges and recommendations
Comparing Model Evaluation Techniques
In my previous posts, I compared model evaluation techniques using Statistical Tools & Tests and commonly used Classification and Clustering evaluation techniques In this post,… Read More »Comparing Model Evaluation Techniques
Can Data Analytics Really Deliver 1300% ROI?
With the right business problem, data, and applied techniques predictive analytics can deliver exceptional return on investment (ROI) by, for example, assessing and managing risk,… Read More »Can Data Analytics Really Deliver 1300% ROI?
Detecting Bias with SHAP
StackOverflow’s annual developer survey concluded earlier this year, and they have graciously published the (anonymized) 2019 results for analysis. They’re a rich view into the… Read More »Detecting Bias with SHAP
Using Python and R to Load Relational Database Tables, Part II
Last time I wrote on using Python/Pandas as an adjunct to loading PostgreSQL tables. In this sequel, I demo how R can be used to collaborate with… Read More »Using Python and R to Load Relational Database Tables, Part II
Enter the Era of Terabyte Memory
Enabling cost-effective terabyte main memory along with third-party observations of a “profound” change in storage, Intel® Optane™ DC persistent memory modules change the way we… Read More »Enter the Era of Terabyte Memory
Where’s the Love – Trends in Data Science Career Opportunities
Summary: The annual Burtch Works salary survey tells us a lot about which industries are using the most data scientists and the difference between higher and… Read More »Where’s the Love – Trends in Data Science Career Opportunities
State of #AI 2019 Report
I highly recommend the #StateofAI 2019 report. I have followed this report from By Nathan Benaich and Ian Hogarth The report is free and you can download… Read More »State of #AI 2019 Report