Simulated or synthetic data generation is an important emerging trend in the development of AI tools. Classically, these datasets can be used to address low-data problems or edge-case scenarios that might now be present in available real-world datasets. Emerging applications for synthetic data include establishing model performance levels, quantifying the domain of applicability…
]]>Wherever you look these days, you can find AI affecting your life in one way or another. Whether it’s the Netflix recommendation system or self driving cars, the use of deep learning is becoming ever more prevalent throughout our lives and is starting to make increasingly more crucial decisions. Since AI is becoming ingrained in our lives, you’d expect it to be safe and fool proof, right? Well…
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