Tiya Vaj – Medium

Tiya Vaj

Tiya Vaj

How CNN and LSTM differently capture a sentence?

To illustrate how Convolutional Neural Networks (CNNs) and Long Short-Term Memory networks (LSTMs) capture different aspects of a sentence…

1d ago

1d ago

Tiya Vaj

How curse of dimensionality affects models?

The curse of dimensionality can significantly impact machine learning models in various ways, leading to challenges that can affect…

1d ago

1d ago

Tiya Vaj

High variance and Low variance in data

Understanding High Variance vs. Low Variance in Data

1d ago

High variance and Low variance in data

1d ago

Tiya Vaj

Why Text Datasets Often Have More Features than Samples?

In the context of text data and machine learning, it’s important to understand what features** and samples (or instances) are. Here’s a…

1d ago

1d ago

Tiya Vaj

How pre-trained model can reduce dimensionality in text?

Pre-trained models, particularly those based on neural networks, can represent high-dimensional text data in lower-dimensional spaces while…

1d ago

1d ago

Tiya Vaj

Dropout means droping some nodes?

Yes, in the context of neural networks, “dropout” refers to randomly “dropping” (i.e., turning off) a certain percentage of neurons or…

2d ago

Dropout means droping some nodes?

2d ago

Tiya Vaj

GRU vs LSTM

How GRU Handles Memory

2d ago

2d ago

Tiya Vaj

Multicollinearity

Here’s a detailed explanation of multicollinearity and its effects on linear regression:

Sep 27

Sep 27

Tiya Vaj

Linear regression can only be used for linear relationships?

The misconception that linear regression can only be used for linear relationships stems from its name and basic formulation. However…

Sep 27

Linear regression can only be used for linear relationships?

Sep 27

Tiya Vaj

Potential Data Science Project Topics for Amazon

1. Optimizing Amazon Product Recommendations Develop a recommendation system that personalizes product suggestions for users based…

Sep 27

Sep 27

Tiya Vaj

Tiya Vaj

Ph.D. Research Scholar in NLP and my passionate towards data-driven for social good.Let's connect here https://www.linkedin.com/in/tiya-v-076648128/

Following

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams