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5 Free Books on Machine Learning Algorithms You Must Read

If you are a machine learning student, researcher, or practitioner, it is crucial for your career growth to have a deep understanding of how each algorithm works and...

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Tips for Handling Imbalanced Data in Machine Learning

Introduction Imperfect data is the norm rather than the exception in machine learning. Comparably common is the binary class imbalance when the classes in a trained...

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Beginning Data Science (7-day mini-course)

Data science uses mathematics to analyze data, distill information, and tell a story. The result of data science may be just to rigorously confirm a hypothesis, or to...

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