Courses
Tutorials
Practice

Similar Topics

Web Technologies37.4K+ articles

AI-ML-DS4.7K+ articles

GBlog3.3K+ articles

AI-ML-DS With Python1.9K+ articles

Python-numpy1.3K+ articles

python1.2K+ articles

Computer Subject1.1K+ articles

Data Science611+ articles

NLP442+ articles

Natural-language-processing160+ articles

Machine Learning

143+ posts

History and Evolution of LLMs

Last Updated: 15 April 2025

AI has completely transformed the interaction pattern between humans and computers. Evolved from basic rule-based chatbots up to gigantic systems called Large Language Mod...read more

article_image

Machine Learning

likelihood Ratio Test

Last Updated: 29 April 2025

The Likelihood Ratio Test (LRT) is a fundamental statistical technique used to compare the goodness of fit between two competing models — a null model (simpler model) and ...read more

Machine Learning

Fisher Score for Feature Selection

Last Updated: 30 May 2025

The Fisher Score is a simple used to select important features for classification tasks. It works by comparing how much a feature varies between different classes versus h...read more

article_image

Machine Learning

Family-Wise Error Rate

Last Updated: 08 May 2025

In hypothesis testing, when researchers test many things at once, the risk of making at least one Type I error (false positive) increases. The Family-Wise Error Rate (FWER...read more

article_image

Machine Learning

Zero Shot Classification

Last Updated: 29 April 2025

Traditional machine learning models require labeled examples for every class they need to classify. However, in many real-world scenarios, collecting labeled data for ever...read more

article_image

Machine Learning

Machine Learning

Top Machine Learning Certifications in 2025

Last Updated: 03 April 2025

Machine learning is a critical skill in today’s tech-driven world, affecting sectors such as healthcare, finance, retail, and others. As organizations depend more on artif...read more

Gblog machine-learning

Machine Learning

Probability Theory in Machine Learning

Last Updated: 08 May 2025

Probability theory is a branch of mathematics dealing with the element of uncertainty. It helps us understand how likely an event is to happen. In machine learning, it pla...read more

School Learning

Machine Learning

Sampling with or without Replacement

Last Updated: 09 June 2025

Sampling is a technique used to select a subset of data points from a larger dataset or population to make inferences. It can be implemented using two approaches, with rep...read more

article_image

Machine Learning

Sentiment Analysis using LSTM

Last Updated: 05 June 2025

Sentiment Analysis is a popular technique in Natural Language Processing (NLP) used to identify the emotional tone behind a body of text. Whether it’s a movie review, a tw...read more

article_image

Natural-language-processing

Machine Learning

LightGBM Data Structure

Last Updated: 20 May 2025

LightGBM is a machine learning tool created by Microsoft used for tasks like classification, regression, ranking and more. It is a gradient boosting technique where decisi...read more

Machine Learning

Machine Learning

Reducible Error vs Irreducible Error in Machine Learning

Last Updated: 27 May 2025

There are two types of errors in machine learning model. They are reducible and irreducible error. We cannot reduce the irreducible error as it is caused by factors that a...read more

article_image

Machine Learning

Machine Learning

AI-ML-DS With Python

Transformer for time series forecasting

Last Updated: 02 June 2025

Transformer are a class of deep learning models that use self-attention mechanisms to learn temporal dependencies and patterns in sequential data. Transformers can predict...read more

article_image

Machine Learning

Time Series Embedding

Last Updated: 30 May 2025

Time series embeddings are the numerical representations of time ordered data sequences which are designed to capture essential patterns in a lower dimensional format. The...read more

article_image

Machine Learning

AI-ML-DS With Python

Bayes Classification

Last Updated: 03 June 2025

Bayes Classification is a Supervised machine learning approach for classification. It works on a probabilistic method which uses Bayes Theorem to be implemented. It predic...read more

article_image

Machine Learning

Machine Learning

What is Word Clustering?

Last Updated: 04 June 2025

In Natural Language Processing (NLP), word clustering is a technique used to group words with similar meanings or usage patterns. This helps machines understand language m...read more

Machine Learning

...