Pandas Profiling vs Kortical - ML Data Prep
Looking into the two most popular exploratory analysis tools and the differences between them both
Articles
Learn about Kortical’s approach to artificial intelligence and machine learning with a focus on accelerating value from AI.
Dropping Features Early: Smart, Time Saving and Efficient or Amateur, Bad Practice and Lazy?
Comparative article showing various approaches in a Jupyter notebook
What is Machine Learning?
Learn all about Machine Learning, supervised and unsupervised learning as well as AutoML and AI as a Service platforms that accelerate the building of ML models and solutions.
What is AI as a Service?
AIaaS solutions are gaining popularity, this article explains the benefits to businesses vs traditional AI solution creation and why AI as a Service platforms are forecast to be worth $77 billion by 2025.
Innovation with AI in Uncertain Times
Where once it was a luxury to innovate it is now going to be a necessity and here we go through the what AI projects to focus on the what and the how.
The Myth of the "Citizen Data-Scientist"
Some vendors are propagating the myth of the Citizen Data-scientist, that anybody can do the job given the right tools and while this is generally not true we examine the roles, training and structures that can allow organisations to adopt machine learning broadly without hiring teams of hard to find and expensive data-scientists.
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