CSbytes Blog

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Math for Machine Learning | Mindmap

Machine Learning requires four major areas of mathematics. Linear Algebra Probability Theory and Statistics Multivariate Calculus Algorithms and Complex Optimizations Others Linear Algebra: Topics such as Principal Component Analysis (PCA), Singular Value Decomposition (SVD), Eigendecomposition...

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What are Codecs and why we need them?

A codec is a device or computer program for encoding or decoding a digital data stream or signal. Codec is a portmanteau of coder-decoder. A coder encodes a data stream or a signal for transmission or storage, possibly...

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An Algorithm that Sleeps to do Work

There are many sorting algorithms out there. But there are some special which makes them unique with their logic. Sleep Sorting Algorithm is such one. Kindly note that this may not have any real...

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Machine Learning with Mangoes

Machine Learning and Artificial Intelligence are one of the buzzwords in Computer Science. Machine Learning is all about making computers (algorithms) smart. Make them learn to classify things and predict things as we do....