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: data science
How to Stay Up to Date With the Latest Trends and Technologies in Data Science?
LAST UPDATED: May 16, 2023, 11:44 IST
As we all know, data science is based on Data, and this data changes and modifies every day and every second, so a data scientist or individuals must stay up...
Activation Functions: With Real-life analogy and Python Code
LAST UPDATED: April 19, 2023, 11:35 IST
Activation functions are an important component of neural networks. They help to determine the output of a neural network by applying mathematical transformations to the input signals received from other...
Implementing VGG-16 using Pre-Trained model
LAST UPDATED: February 8, 2023, 12:21 IST
This is a step-by-step guide of how to implement VGG-16 using a pre-trained model. After going through the article you will be able to understand the following:- IntroductionArchitectureProblem StatementInstalling required...
A guide to Principal Component Analysis (PCA)
LAST UPDATED: January 23, 2023, 18:20 IST
IntroductionWhat is Principal Component Analysis (PCA)?Dimensionality reductionWhy is it necessary to reduce data dimensions?How to perform dimensionality reduction using PCAStep-wise implementation of PCAWorking process of PCAExample of PCAPCA implementationConclusion Introduction...
10 Kaggle Datasets:Practice and improve your Data Science Skills
LAST UPDATED: January 4, 2023, 11:07 IST
Kaggle is a platform for Data Scientists and machine learning experts. It provides them with hands-on expertise in the complex data science field. The communities role is to provide exposure...
Face detection using OpenCV
LAST UPDATED: December 28, 2022, 10:56 IST
Face detection is a computer vision technique that helps us identify people and other objects in images. It is a key component in many applications, including surveillance, face mapping, and...
RELU and SIGMOID Activation Functions in a Neural Network
LAST UPDATED: April 12, 2023, 11:19 IST
This blog has a very well-seasoned approach with the Sigmoid and Relu Activation functions, as they have been cited as examples from my real-time notebook in Kaggle data source with...
Cross Join in SQL
by Vikram Singh
LAST UPDATED: March 31, 2023, 16:41 IST
In the previous articles, we have discussed different types of Joins in SQL, such as Inner Join, Left Join, and Right Join. This article will discuss another type of SQL Join, i.e., Cross Join....
Image Processing using OpenCV
LAST UPDATED: August 22, 2023, 10:51 IST
Hello everyone!… Today we have an interesting topic to start on which I personally like - ''Image Processing''. Some of you might have an idea, but still, I'd like to...