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Category: Uncategorized

129770

How to Use Pre-Trained Models and Transfer Learning to Speed Up AI Development

In the early days of machine learning, training a successful model required a daunting amount of labeled data and weeks—or even months—of computation. Fortunately, as the AI community expanded, so did the availability of powerful pre-trained models. These are models trained…

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Debugging and Optimizing Machine Learning Models: Tips and Best Practices

Developing a successful machine learning model is not just about finding the perfect algorithm or feeding it volumes of data. Even the most advanced model architectures and powerful compute resources can’t guarantee great performance if you’re not actively debugging and optimizing…

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