-
25 Questions to test a Data Scientist on Image Processing
25 image processing questions to test the skills of data scientists. This article provides multiple choice image processing questions useful in data science
Faizan Shaikh 16 Oct, 2020
-
Generate Quick and Accurate Time Series Forecasts using Facebook’s Prophet (with Python & R codes)
Facebook Prophet is an open source library to create quick, accurate time series forecasts. Learn about forecasts with Prophet with Python & R code examples
Ankit Choudhary 02 Jan, 2025
-
Architecture of Convolutional Neural Networks (CNNs) demystified
Convolutional neural network architecture and cnn image recognition. In this article, learn about convolutional neural networks and cnn to classify images.
Dishashree Gupta 24 May, 2020
-
Learn Gradient Boosting Algorithm for better predictions (with codes in R)
Gradient boosting is used for improving prediction accuracy. This tutorial explains the concept of gradient boosting algorithm in r with examples.
Tavish Srivastava 26 Jun, 2020
-
Types of Sampling and Sampling Techniques
Explore the Sampling Techniques, its importance, types, and steps involved. Learn about probability and non-probability sampling methods.
ronak.gangwal 09 Jan, 2025
-
Tuning the Hyperparameters and Layers of Neural Network Deep Learning
Learn the secrets of optimizing deep learning neural network hyperparameters to achieve peak performance with a focus on fine-tuning layers.
rendyk 04 Apr, 2025
-
Practical Guide on Data Preprocessing in Python using Scikit Learn
Data preprocessing in python using scikit learn library that includes scaling, label encoding for preprocessing and preparing data for our models.
syed 21 Oct, 2024
-
Understanding Regression Coefficients: Standardized vs Unstandardized
Dive into regression coefficients, explore formulas, interpretation, and the battle between standardized and unstandardized versions.
Chirag Goyal 07 Apr, 2025
-
Beginners Guide to Content Based Recommender Systems
Explore content based recommender systems, their workings, applications, and limitations. Learn to build a recommender system step-by-step!
Shuvayan 23 Dec, 2024
-
Comprehensive Hands on Guide to Twitter Sentiment Analysis with dataset and code
The task is to detect hate speech in tweets using Sentiment Analysis. In this tut, we will follow a sequence of steps needed to solve a sentiment analysis
Prateek joshi 17 Oct, 2024
