All You Should Know About Data Security in 2020/2021
Database security refers to the different tools and processes employed in the protection of personal data and sensitive information to prevent unauthorized access and pre...
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How to use MLOps for an effective AI strategy
The Machine Learning Lifecycle (Adapted from Microsoft’s – Data Science Lifecycle) 87% of machine learning projects fail to make it into production. Deploying ML mo...
How Data Virtualization Can Remove the Bottlenecks to Data Science
Many of the stages in a typical data science lifecycle have more to do with data than they do with science. Before the data scientist can actually engage in science, ther...
Tools And Models Used In Software Testing
Nowadays, if we look around, we can see that everything from jobs and entertainment to smart homes and vehicles depend on some type of computer software. So before the so...
4 Common Data Analysis Mistakes to Watch Out For
Statistical analysis is poorly misunderstood by many, resulting in array of problems. There are many ways to ruin your data analysis. 4 of the less well-known mistakes to...
Machine Learning / Stats / BI: Mini Translation Dictionary
Here I provide translations for various important terms, to help professionals from related backgrounds better understand each other. In particular, machine learning prof...
Advantages and Disadvantages of Automated Machine Learning
The title of this blog is accurate There are indeed some caveats / disadvantages to automated machine learning. This blog was motivated by a question in my University of ...
Reading Multiple CSVs into Merged R Dataframe
The purpose of this script is to load and clean all of the various .csv files containing polling place data into R. The data, which is available for download here, is ...
How artificial intelligence will change the future of marketing
Artificial intelligence is reshaping almost all the aspects of doing business, from finance to sales and R&D to operations. Its most profound impact is, however, bein...
FairML: Auditing Black-Box Predictive Models
This article was written on the blog CLOUDERA Fast Forward. Machine learning models are used for important decisions like determining who has access to bail. The aim is t...