Kiran AchyutuniinDeep Dives into Computer ScienceHow to design a high-performance neural network on a GPUTips on the hardware capabilities of the GPU a machine learning architect must consider while designing a high-performance neural network.Jul 11, 2020Jul 11, 2020
Kiran AchyutuniinDeep Dives into Computer ScienceDeep dive into the internals of NumPy's linalg.polyfit()We deep dive into numpy.linalg.polyfit() from python code all the way to the Fortran implementation and the linear algebra behind it.May 21, 20202May 21, 20202
Kiran AchyutuniinDeep Dives into Computer ScienceEssential math concepts to understand machine learningMay 10, 2020May 10, 2020
Kiran AchyutuniinDeep Dives into Computer ScienceLike backpropagation, is there forward-propagation as well?Backpropagation is fundamental to machine learning. It is a technique for computing the gradient of a function. Given there is a technique…Mar 23, 20201Mar 23, 20201
Kiran AchyutuniinDeep Dives into Computer ScienceIs there logic behind probability?Probability theory plays a fundamental role in machine learning. Why? This is because probability theory concerns reasoning when there is…Mar 9, 20201Mar 9, 20201
Kiran AchyutuniHow to Embed Beautiful Math equations in MediumMachine Learning is a popular field of study with rapid advances being made each day. Some people wish to understand the whys behind…Jan 26, 20202Jan 26, 20202
Kiran AchyutuniOla Outstation erodes my trust in OlaReal character is seen in hard times. This is true of companies and people. When things go well, Ola rides are ok. But when Ola rides go…Mar 15, 2019Mar 15, 2019
Kiran AchyutuniReducing the Spread of Fake Messages on WhatsAppThis article presents a simple enhancement to WhatsApp forwarded messages that can reduce the spread of fake messages by 50–70%.Feb 27, 2019Feb 27, 2019