Data Scientist Roles and Responsibilities
In today's data-driven world, the demand for skilled professionals who can extract valuable insights from vast amounts of data has skyrocketed. Data scientists have emerged as the superheroes of the...
Tag: machine learning
Generative Adversarial Networks: With Real-life Analogy
LAST UPDATED: May 24, 2023, 17:57 IST
Generative models are a fascinating branch of machine learning that seeks to capture and learn the underlying probability distribution of a given dataset. These models can generate new samples that...
Model Selection in Machine Learning: Regression
LAST UPDATED: May 12, 2023, 11:07 IST
Through this article on model selection in machine learning, we will be discussing the details for model selection via regression analysis. Table of Contents What is regression analysis?Types of regression...
How Can Decision Tree Handle Complex Data?
LAST UPDATED: May 9, 2023, 11:50 IST
In this article, we will investigate the extension of a decision tree to multi-class classification issues, which entail the classification of data into more than two categories. Before exploring the...
What is Vertex AI? – Features, Benefits, and Future
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....
How AutoML is Changing the Data Science Landscape
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...
Understanding Transformers: A Beginner’s Guide to the Basics and Applications
by Vikram Singh
LAST UPDATED: April 17, 2023, 14:50 IST
You know ChatGPT which is a gp transformer. Today we will cover what transformers are. To make it easier for you to understand, we will first take you through NLP,...
Cross Entropy Loss Function in Machine Learning
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...
Understanding Decision Tree Algorithm in Machine Learning
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 for Fraud Detection
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...