Useful tips for everyday
What are tasks and applications of artificial intelligence? Artificial intelligence is the simulation of human intelligence processes by machines, especially computer systems. Specific applications of…
What is RGB in deep learning? RGB is the default color space, even in Machine Learning and Deep Learning. What are deep learning approaches? Deep…
What are the influence of Artificial Intelligence? AI has the ability to learn, reason, perceive and make decisions independently. It can replace part of human…
How do you define a heuristic function? A heuristic function, also simply called a heuristic, is a function that ranks alternatives in search algorithms at…
Can regression be affected by extreme values? With respect to regression, outliers are influential only if they have a big effect on the regression equation.…
Which state of the LSTM does the encoder use as the encoding of the input sequence? internal state vectors The encoder is basically LSTM/GRU cell.…
Can neural network learn sine function? As we see, the concept of “You can represent any function with sinusoidal functions” works also for neural networks.…
Which is the derivative of the cost function? The Derivative of Cost Function: Since the hypothesis function for logistic regression is sigmoid in nature hence,…
How can neural networks help with nonlinear problems? To see how neural networks might help with nonlinear problems, let’s start by representing a linear model…
Do you know how to derive all the backpropagation derivatives? And you know that Backprop looks like this: But do you know how to derive…