AAnamikainanamika010.hashnode.dev·Apr 23 · 3 min readRecurrent Neural NetworkAn RNN (Recurrent Neural Network) is a type of neural network designed to handle sequential data, where the order of data matters (like text in chat, time series, speech). Problems with ANN : The inp00
AAnamikainanamika010.hashnode.dev·Apr 23 · 3 min readConvolutional Neural NetworkA Convolutional Neural Network (CNN) is a type of deep learning algorithm primarily used for analyzing visual data like images and videos In CNN, we have convolution layers (Filters) that extract feat00
AAnamikainanamika010.hashnode.dev·Apr 19 · 3 min readBackpropagation in DLwhat's Backpropagation? It's a algorithm to train a neural network .The main aim is to find correct value of weights and biases. Steps followed : Initialize weights and bias Start with some initial v00
AAnamikainanamika010.hashnode.dev·Apr 18 · 6 min readDeep Learning BasicsWhat is AI ? So, AI is like an umbrella that covers everything. AI is the broad concept of making machines “smart” so they can think and perform tasks that requires human intelligence. ML is subfield 00
AAnamikainanamika010.hashnode.dev·Apr 7 · 3 min readDataframe in Pandasvalue_counts( ) : Gives the frequency counts of rows. It is mostly useful in series. normalize=True gives percentage of the data isdigit ( ) : checks whether a string contains only numeric digits. a00