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Accuracy vs Correct: Part 2
The second part of the series Accuracy vs Correct uses classifiers to draw out some practices to evaluate whether the model is accurate...
Deandra Cutajar
Jun 30, 20225 min read
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Accurate vs Correct - Part 1
Have you ever spoken with a data scientist where they said: When I see an accuracy of 80% or higher, I know something might be wrong. I...
Deandra Cutajar
Feb 11, 202210 min read
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The Scientific Method - Part 2: Research
Research is, in my opinion, another very important step in the project lifecycle. I read articles claiming that Data Science is dead because most of the work can be automated. However research can never be automated and because of it, I believe that data science shall live on. I make this claim with great awareness about how businesses are evolving and how the industry is educating itself on data richness and machine learning. Research is about searching for something. Acco
Deandra Cutajar
Aug 4, 20217 min read
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The Scientific Method - Part 1: Hypothesis
Science has been around for centuries and shall continue for many more. The idea that science can be stopped and removed from our lives is unfathomable, simply because we live by its method - The Scientific Method . It is a technique which we use to find answers to our questions, choose which car to buy or which road is optimal to get home quickly after a late dinner. It is a behaviour that we practice but do not put a label on because it comes naturally. Academically speaki
Deandra Cutajar
Jul 29, 20217 min read
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