Naveen
Naveen
📅 Last Updated: 12 Dec, 2024
What is doc2vec and word2vec in NLP?
Doc2vec is a technique that extracts semantic information from documents and then uses that information to classify the documents. By...
Read More →
Naveen
📅 Last Updated: 12 Dec, 2024
What is GD, Batch GD, SGD, Mini-Batch GD?
What is Gradient Descent, Batch Gradient Descent, Stochastic Gradient Descent, Mini-Batch Gradient Descent? Gradient Descent This algorithm is a general...
Read More →
Naveen
📅 Last Updated: 21 Apr, 2025
Loss Functions and optimizers and its type?
With modelling, there’s a particular goal that the model needs to achieve. It’s just as important to achieve the best...
Read More →
Naveen
📅 Last Updated: 21 Apr, 2025
Python functions, Parameters, Arguments, args and kwargs
Python functions A function is a construct that helps us perform some action using a block of code (the body...
Read More →
Naveen
📅 Last Updated: 12 Dec, 2024
List comprehensions, break-continue, exception handling in Python
As we have learned for loop to walk through a sequence, and do something with each item, at least read...
Read More →
Naveen
📅 Last Updated: 12 Dec, 2024
Top 40 Data Science Interview Questions and Answers
1 – What is F1 score? F1 score is a measure of the accuracy of a model. It is defined...
Read More →
Naveen
📅 Last Updated: 12 Dec, 2024
What is histogram equalizer? How does it work?
Histogram Equalizer is a computer vision technique that adjusts the luminosity levels of an image to make it more visually...
Read More →
Naveen
📅 Last Updated: 12 Dec, 2024
The Future of AI & How It will Transform the World?
The future of AI technology is bright. It will affect our lives in many ways and it will change the...
Read More →
Naveen
📅 Last Updated: 12 Dec, 2024
Machine Learning Interview questions Part -3
1 – Explain the difference between Variance and R squared error? Variance is a statistical measure of the dispersion of...
Read More →
Naveen
📅 Last Updated: 12 Dec, 2024
How to Convert text into features?
In this chapter, we’re going to cover introductory to advanced feature engineering (text to features) styles. By the end of...
Read More →
Naveen
📅 Last Updated: 12 Dec, 2024
Image processing using Machine Learning
We begin this chapter by examining a number of of the foremost image process algorithmic rule, then march on to...
Read More →
Naveen
📅 Last Updated: 12 Dec, 2024
Advance image processing using OpenCV
Blending two images Suppose you have two images and you want to blend them so that features of both images...
Read More →