Tag: machine learning

Data Science

What is Vertex AI? – Features, Benefits, and Future

by Shiksha Online

LAST UPDATED: April 24, 2023, 11:39 IST

Google has worked hard to provide simple and available tools for data scientists and academics studying artificial intelligence (AI). TensorFlow and Google Colab are two of Google's most well-known products....

machine learning, Artifical Intelligence

Data Science

How AutoML is Changing the Data Science Landscape

by Shiksha Online

LAST UPDATED: April 20, 2023, 15:51 IST

Hello there! Have you ever heard of the fascinating automated machine learning (AutoML) concept? It's fast becoming an essential tool in data science. As we generate data exponentially, the need...

machine learning

Data Science

Cross Entropy Loss Function in Machine Learning

by Shiksha Online

LAST UPDATED: March 31, 2023, 19:01 IST

In the field of machine learning, the ability to accurately predict outcomes is crucial. One important aspect of machine learning is loss functions, which measure the difference between the predicted...

machine learning

Technology

Understanding Decision Tree Algorithm in Machine Learning

by Shiksha Online

LAST UPDATED: March 13, 2023, 18:05 IST

Decision tree algorithm in machine learning are popular due to their ability to handle both numerical and categorical data, their transparency and interpretability, and their relatively high accuracy. Applications of...

machine learning

Data Science

Machine Learning for Fraud Detection

by Shiksha Online

LAST UPDATED: February 23, 2023, 12:21 IST

Machine Learning has long been used to solve real-world problems. It is now widely used in all fields, including medicine, e-commerce, banking, and insurance. In this blog, we will see...

machine learning

Data Science

Introduction to Word Embeddings in NLP

by Shiksha Online

LAST UPDATED: February 10, 2023, 15:31 IST

Humans are naturally skilled in language comprehension. While it may be easy for us to recognize relationships between words, such as king and queen, man and woman, and tiger and...

machine learning

Data Science

What is Polynomial Regression in Machine Learning?

by Shiksha Online

LAST UPDATED: March 27, 2023, 17:27 IST

Learn the importance of polynomial regression in machine learning (ML) operations to find the value of independent variables. The connection between two sets of events, or, mathematically speaking, variables—between a...

machine learning

Data Science

Understanding Hierarchical Clustering in Data Science

by Shiksha Online

LAST UPDATED: January 20, 2023, 18:51 IST

In this blog, we will see about Hierarchical Clustering, its types, and how it works.  Table of Contents:  What is Hierarchical Clustering? Why Hierarchical Clustering? Types of Hierarchical Clustering Agglomerative Hierarchical Clustering Divisive Hierarchical...

machine learning

Data Science

3 Important Types of Vector Norm Used in Machine Learning

by Vikram Singh

LAST UPDATED: February 3, 2023, 16:28 IST

In the previous articles, we discussed how vectors are used in machine learning. In this article, we will discuss the norm of a vector. A norm is a way to measure...

machine learning, Linear Algebra

Technology

A Simple Explanation of the Bag of Words (BoW) Model

by Shiksha Online

LAST UPDATED: January 13, 2023, 16:13 IST

The Bag of Words (BoW) Model is a Natural Language Processing technique for text modeling. In this blog, we will learn about why we use BoW model the and the...

machine learning, Algorithm