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Forward Propagation and Errors in a Neural Network
Forward propagation is the first step of training a neural network. In this article, learn about the errors and forward propagation
Himanshi Singh 12 Mar, 2021
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Beginner’s Guide to Support Vector Machine(SVM)
In this article, we are going to see what is SVM and how SVM works and the different kernel functions used by the algorithm to predict
Shipra Saxena 12 Mar, 2021
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Data Scientist’s Guide to Logistic regression
Logistic Regression is a mathematical model used in statistics to estimate the probability of an event occurring using some previous data
Shipra Saxena 05 Mar, 2021
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Axioms of Probability Every Data Scientist Should Know!
Axioms of probability is one of the fundamental concepts of probability. In this article we understand the 3 axioms of probability in detail
Himanshi Singh 12 Mar, 2021
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Understanding Gradient Descent Algorithm
Gradient descent is a first-order iterative optimization algorithm. In this article, learn how does gradient descent work and optimize model
Shipra Saxena 21 Feb, 2024
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Data Science 101: Introduction to Cost Function
Cost function gives the lowest MSE which is the sum of the squared differences between the prediction and true value for Linear Regression
Himanshi Singh 17 Oct, 2024
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Binary Cross Entropy/Log Loss for Binary Classification
Learn how Binary Cross Entropy (Log Loss) functions in binary classification tasks in machine learning. Understand its formula, application, and role in optimizing classification models
Shipra Saxena 24 Apr, 2025
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Intuition Behind Perceptron for Deep Learning
Perceptron is one of the most fundamental concepts of deep learning. It is a supervised learning algorithm specifically for binary classifiers
Himanshi Singh 31 Jan, 2024
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Data Visualization 101: Geospatial Analysis and Map Visualization in Tableau
Geospatial Analysis offers better customer services in a cost-effective manner to business organizations. Learn what is geospatial analysis
Shipra Saxena 12 Mar, 2021
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Dual Axis Charts in Tableau
Dual axis charts in Tableau are most desirable and useful. In this article, learn how to create a dual axis chart in tableau.
Shipra Saxena 23 Feb, 2024
