PinnedPrudhviraju SrivatsavayaThings to consider when using Cosine Similarity on TF-IDF embeddingI am working on a NLP use case, where I have 10k sentences.Jan 26, 20231Jan 26, 20231
Prudhviraju SrivatsavayaLSTM Layer Interview QuestionsInterview questions related to LSTM (Long Short-Term Memory) layers and their implementations, along with brief answers:Oct 7, 2023Oct 7, 2023
Prudhviraju SrivatsavayaInterview Questions on Flatten LayerHere’s a list of possible questions related to the Flatten layer in neural networks, along with their corresponding answersOct 6, 2023Oct 6, 2023
Prudhviraju SrivatsavayaAdvantages and Disadvantages of Using Multiple LSTM LayersWe can use multiple LSTM layers in a neural network architecture, creating a stacked LSTM network. This is a common practice, and it can…Oct 5, 2023Oct 5, 2023
Prudhviraju SrivatsavayaLSTM — Implementation, Advantages and DiadvantagesLong Short-Term Memory (LSTM) layers are a type of recurrent neural network (RNN) layer that are designed to address some of the…Oct 5, 20231Oct 5, 20231
Prudhviraju SrivatsavayaFlatten Layer — Implementation, Advantage and DisadvantagesThe Flatten layer is a crucial component in neural network architectures, especially when transitioning from convolutional layers (Conv2D)…Oct 4, 2023Oct 4, 2023
Prudhviraju SrivatsavayaAdvantages and Disadvantages of pad_sequences — keras layerpad_sequences is a function commonly used in natural language processing (NLP) and other sequence-based tasks to ensure that input…Aug 31, 2023Aug 31, 2023
Prudhviraju SrivatsavayaDifferent Types of EmbeddingsEmbeddings are a fundamental concept in natural language processing and machine learning.Aug 20, 2023Aug 20, 2023
Prudhviraju SrivatsavayaLayer Normalisation and Batch NormalisationLayer Normalisation and Batch Normalisation are not the same, although they both have the purpose of normalizing activations in a neural…Aug 11, 2023Aug 11, 2023
Prudhviraju SrivatsavayaInstalling OpenJDK 11 on CentOS using yumThe reason, in short, is because someone has to maintain the packages and put these into the repositories your system is using and verify…Jul 29, 2023Jul 29, 2023