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A key balancing act in machine learning is choosing an appropriate level of model complexity: if the model is too complex, it will fit the data used to construct the model very well but generalise poorly to unseen data (overfitting). And if the complexity is too low, the model won’t capture all the information in […]
The post Top Hyperparameter Optimisation Tools appeared first on Analytics India Magazine.


Artificial Intelligence (AI) has been the star technology over the past few years and it is easy to see why. From smartphones to PCs, some of the most game-changing applications are powered by AI . In addition to this, there is a groundswell of interest around applications like video recognition, speech recognition or object detection…
The post Hardware Players Can Move Up The Stack By Defining A Software Strategy appeared first on Analytics India Magazine.


Artificial Intelligence (AI) has been the star technology over the past few years and it is easy to see why. From smartphones to PCs, some of the most game-changing applications are powered by AI . In addition to this, there is a groundswell of interest around applications like video recognition, speech recognition or object detection…
The post Hardware Players Can Move Up The Stack By Defining A Software Strategy appeared first on Analytics India Magazine.