Prudhviraju Srivatsavaya – Medium

Prudhviraju Srivatsavaya

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Prudhviraju Srivatsavaya

Things to consider when using Cosine Similarity on TF-IDF embedding

I am working on a NLP use case, where I have 10k sentences.

Jan 26, 2023

Things to consider when using Cosine Similarity on TF-IDF embedding

Jan 26, 2023

Prudhviraju Srivatsavaya

LSTM Layer Interview Questions

Interview questions related to LSTM (Long Short-Term Memory) layers and their implementations, along with brief answers:

Oct 7, 2023

Oct 7, 2023

Prudhviraju Srivatsavaya

Interview Questions on Flatten Layer

Here’s a list of possible questions related to the Flatten layer in neural networks, along with their corresponding answers

Oct 6, 2023

Oct 6, 2023

Prudhviraju Srivatsavaya

Advantages and Disadvantages of Using Multiple LSTM Layers

We 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, 2023

Oct 5, 2023

Prudhviraju Srivatsavaya

LSTM — Implementation, Advantages and Diadvantages

Long Short-Term Memory (LSTM) layers are a type of recurrent neural network (RNN) layer that are designed to address some of the…

Oct 5, 2023

Oct 5, 2023

Prudhviraju Srivatsavaya

Flatten Layer — Implementation, Advantage and Disadvantages

The Flatten layer is a crucial component in neural network architectures, especially when transitioning from convolutional layers (Conv2D)…

Oct 4, 2023

Oct 4, 2023

Prudhviraju Srivatsavaya

Advantages and Disadvantages of pad_sequences — keras layer

pad_sequences is a function commonly used in natural language processing (NLP) and other sequence-based tasks to ensure that input…

Aug 31, 2023

Aug 31, 2023

Prudhviraju Srivatsavaya

Different Types of Embeddings

Embeddings are a fundamental concept in natural language processing and machine learning.

Aug 20, 2023

Aug 20, 2023

Prudhviraju Srivatsavaya

Layer Normalisation and Batch Normalisation

Layer Normalisation and Batch Normalisation are not the same, although they both have the purpose of normalizing activations in a neural…

Aug 11, 2023

Aug 11, 2023

Prudhviraju Srivatsavaya

Installing OpenJDK 11 on CentOS using yum

The 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, 2023

Jul 29, 2023

Prudhviraju Srivatsavaya

Prudhviraju Srivatsavaya

Senior Data Scientist at Optum | Machine Learning | AI | Deep Learning | NLP | ML-Ops | Computer Vision

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