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Feature Scaling Techniques in Python – A Complete Guide
Explore essential feature scaling techniques like normalization & standardization. why feature scaling is crucial for model performance!
eddie_ 18 Dec, 2024
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In-depth understanding of Confusion Matrix
Confusion Matrix is the visual representation of the Actual VS Predicted values. Learn what is confusion matrix and Explore the world of Confusion Matrix!
Deepanshi 21 Nov, 2023
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Bayesian Approach(Geometric Brownian Motion) in Stock Price Simulation
Hyper parameter tuning is an intrinsic part of the ML development cycle. Let's see 2 Bayesian optimization techniques bayes_opt & hyperopt
Matthew 18 May, 2021
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Image Raster Analysis: Spatial Correlation
This article will discuss how to do a correlation test for spatial data, especially raster data, which is the image with spatial attributes
rendyk 17 May, 2021
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Estimators – An Introduction to Beginners in Data Science
Estimators are functions of random variables that can help us find approximate values for these parameters that data scientists must know
Naman 01 Jul, 2021
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Why You Shouldn’t Just Delete Outliers
We all are taught to delete outliers while studying data science. In this article, we are going to see why we should not delete outliers
Chirag Goyal 16 May, 2021
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Understanding Random Variable in Statistics
Explore random variables, their types (discrete, continuous, mixed), probability distributions, cumulative distribution functions.
Naman 16 Jul, 2024
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Create a Dummy Stock Market Using Geometric Brownian Motion in Python
Create a replica of a financial stock market or this can be extended to the cryptocurrency market also using Geometric Brownian Motion
Arnab M 28 Oct, 2024
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An Introduction to Statistics For Data Science: Basic Terminologies Explained
Statistics is one of the key foundations of data science. You cannot move forward with data science without understanding statistics
Ananya Chakraborty 04 May, 2021
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Elementary Guide To Confusion Matrix
Let's understand how a confusion matrix works and how it looks with the help of an example that I will be referring to throughout the article.
Khyati 03 May, 2021
