alnavar8Nov 27, 20203 min readRole of Search Algorithms in AIThe searching algorithms are used to find one or more element from a dataset. These algorithms are used to retrieve information stored...
roopesh nJul 5, 20202 min readSpeech ProcessingSpeech processing is one of the crucial type of recognition technique when it comes to AI and it is challenging because the vocabulary of...
alnavar8Jul 4, 20202 min readDimensionality Reduction In the era of technology, a large amount of data is being produced at every instant of time. This data is very crucial for building...
alnavar8Jul 1, 20205 min readAlgorithm for Artificial Neural Networks in JupyterAs the title suggests, this post includes the algorithm for ANN, specifically Convolution Neural Network. Algorithm: Import NumPy,...
alnavar8Jun 29, 20203 min readWhich is the Winning Algorithm for images? CNN or MLP? To compare if Convolution Neural Network approach is better than Vanilla Neural Network approach, I have performed analysis on the MNIST...
alnavar8Jun 24, 20201 min readDeep Learning, 5 blunt pros and cons.PROS: In deep learning, the features can be automatically extracted and tuned for the necessary outcome. These features need not be...
alnavar8Jun 17, 20201 min readUnderstanding Reinforcement Learning As Fast As Possible Reinforcement Learning is a type of ML Algorithm. The Agent in a Reinforcement Learning takes actions on the environment and interacts,...
alnavar8Jun 14, 20202 min readArchitecture of a Multi-Layer Perceptron Multi-layer Perceptron consists of three layers, namely, the Input layer, the Hidden layer and the Output layer. Input is fed at the...
alnavar8Jun 3, 20203 min readWeights? Biases? Epoch? Glad you asked.Some of the important Parameters that we use in Neural Networks are defined below. These parameters are also called Hyperparameters as...
alnavar8Jun 2, 20203 min readWhere does CNN fit in Artificial Intelligence Puzzle?Artificial Intelligence aims to bridge the gap between machines and humans by bringing about intelligent behavior in machines. Machine...
