Understanding Causal AI Applications
Most ML developers today are not familiar with causal models. Current ML models are based on co-relation. In contrast, causal models deal with cause and… Read More »Understanding Causal AI Applications
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Data Science
This rubric covers the use of statistical tools working on large datasets to create models and derive inferences, as well as coverage of the field in its entirety. This differs from machine learning primarily in that the latter focuses on functional gradient analysis or neural networks (kernels) to derive models.
How Big Data Can Transform Talent Management
The world is facing a reskilling emergency. World Economic Forum highlights that over 54% of people will need to reskill and upskill themselves in the… Read More »How Big Data Can Transform Talent Management
10 Best Practices For Data Science
For quite some time now, data science has enjoyed a reputation as the next big revolution in the tech and business landscape. The number of… Read More »10 Best Practices For Data Science
Top Ways in Which Data Science Improves E-Commerce Sales
Data science refers to the use of algorithms, systems, technology, etc. to glean insights from data of all kinds. And, Machine learning (ML) and artificial… Read More »Top Ways in Which Data Science Improves E-Commerce Sales
Russian Troll Detection By Their Tweets
This project for me was personal. I experienced the propaganda machine of the Soviet Union and am horrified to see it used on Americans. As… Read More »Russian Troll Detection By Their Tweets
5 Ways to Optimize Database Performance
Database performance allows developers or database administrators to enhance the system resources for lasting performance improvements. Databases are like the central nervous system of an… Read More »5 Ways to Optimize Database Performance
Common Sense Machine Learning
There are different ways to define common sense machine learning. It could mean using simple models whenever possible, avoiding overfitting, correctly selecting features, or doing… Read More »Common Sense Machine Learning
5 data trends business leaders should anticipate in 2022
Not surprisingly, digital transformation is a prerequisite for forward-thinking businesses. The catastrophic disruption of the global pandemic did not slow down the need for systems,… Read More »5 data trends business leaders should anticipate in 2022
DSC Podcast Series – Why and How to Partner Machine Learning with Math Optimization.mp4
Machine learning and deep learning have become standard tools in a data scientist’s toolbox, applied to generate insights into large amounts of data. But organizations… Read More »DSC Podcast Series – Why and How to Partner Machine Learning with Math Optimization.mp4
Make Sure Your Online Data Science Courses Teach These 6 Core Skills
Data science is a wide field with many specializations, and an individual can have a great career with a data science degree. However, curriculums vary… Read More »Make Sure Your Online Data Science Courses Teach These 6 Core Skills