ACID to BASE Transformation
In chemistry, we have strong and weak ACIDs. There exists strong and weak BASEs also. In Relational Database Management Systems (RDBMS), ACID stands for Atomicity,… Read More »ACID to BASE Transformation
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Mid-Career Switching into Data Science and Data Engineering
Summary: Mid-career switching into data science is difficult. But if you already have substantial data base experience becoming a Data Engineer can be a great… Read More »Mid-Career Switching into Data Science and Data Engineering
Best Practices in Data Migration & Cleansing
In developing global businesses practices, many corporate houses are adapting better technological solutions and systems. This mandates smooth data migration from older to newer systems while maintaining… Read More »Best Practices in Data Migration & Cleansing
Coronavirus Data Extraction and Visualization
Since Korea confirmed the first case of Coronavirus on January 20th 2020, the total number of infected has reached 7,869 as of March 12nd. Although… Read More »Coronavirus Data Extraction and Visualization
What is Web Scraping and How Does It Work
Web scraping, also known as web harvesting and web data extraction, basically refers to collecting data from websites via the Hypertext Transfer Protocol (HTTP) or through web browsers. How… Read More »What is Web Scraping and How Does It Work
COVID 19 – How AI and next generation manufacturing technologies(FMS) can lead to more local manufacturing jobs if we invest in educating the workforce to work with AI
Introduction Due to COVID19, we already have 1000 deaths in Italy. Two months ago, these folks, many of them elderly, would have been celebrating Christmas… Read More »COVID 19 – How AI and next generation manufacturing technologies(FMS) can lead to more local manufacturing jobs if we invest in educating the workforce to work with AI
What are Data Pipelines ?
If you have learned temporal parallelism used to speed up CPU execution, you came across instruction pipelines aka pipeline processing. In pipeline processing, you will… Read More »What are Data Pipelines ?
Formalizing the Field of Data Engineering
Much like we have Chemical Engineering and Electrical Engineering and Mechanical Engineering, it is time to formalize of field of Data Engineering. This is a… Read More »Formalizing the Field of Data Engineering
Data Science Lessons from The Coronavirus
As I write this blog, we are still in the early stages of the coronavirus crisis. It is a scary situation which has caused hoarding,… Read More »Data Science Lessons from The Coronavirus
Getting Started with pandas a powerful Python data analysis toolkit
1. Introduction Pandas First, Pandas is an open source Python library for data analysis. It contains data manipulation and data structures tools designed to make… Read More »Getting Started with pandas a powerful Python data analysis toolkit