Shikhar GoswamiinAnalytics VidhyaWhy direction of steepest descent is always opposite to the gradient of loss function?We have all heard about the gradient descent algorithm and how its used in updating parameters in a way to always minimize the loss…Jun 23, 20201Jun 23, 20201
Shikhar GoswamiinAnalytics VidhyaNetwork of Perceptrons, The need for a smooth function and sigmoid neuronA single perceptron can only represent linearly-separable boolean functions. Before doing anything, let’s first informally define what is…Jun 20, 20201Jun 20, 20201
Shikhar GoswamiinAnalytics VidhyaMcCulloch-Pitts Neuron, Perceptron and the Perceptron Learning AlgorithmOur brain has approximately 86 billion neurons. Neurons help us to make decisions . We are repeatedly making decisions- “Whether I should…Jun 19, 2020Jun 19, 2020
Shikhar GoswamiDoraemon, The Age of AI, and The Art of Helping22nd Century. Sewashi, great-great grandson of Nobita, watches Nobita tackling with his problems, figuring out how to fit in his friend…Apr 21, 2020Apr 21, 2020