Deep Learning is not very interpretable, and this makes it undesirable in cases where it is important to understand why a deep learning model is making certain predictions. Deep Learning will not replace traditional Machine Learning, they will live side by side. Deep Learning only adds the capability to bring low quality data into the fold, it self-learns rich features, and turns low quality data, like pixels and sound samples, into high quality features, which it then feeds into traditional machine learning. In fact, Deep Learning actually has normal machine learning as part of its pipeline.Source: HOB
For any tech enthusiast, knowing certain Machine Learning Algorithms and its applications have now become very important. Tech giants like Google, Amazon, Facebook, Walmart are using Machine Learning significantly to keep their business tight enough to compete with their rivalries.Source: HOB
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