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Empirical Rule in Gaussian distribution in Statistics
This article is based on the very famous and important Empirical rule which is a powerful application of Gaussian Distribution.
Bhanu 31 Jul, 2021
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Prevent Overfitting Using Regularization Techniques
In this article, we are going to learn about Preventing Overfitting Using ridge and lasso and Regularization Techniques with python codes
Rahul Shah 12 Nov, 2024
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Understanding The What and Why of Gradient Descent
Gradient descent is an optimization algorithm used to optimize neural networks and many other machine learning algorithms.
Rajdeep 30 Jul, 2021
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Detecting Face Masks Using Transfer Learning and PyTorch
In this article, we will explore how to Detect Face Masks Using Transfer Learning and PyTorch in Python and create models to stop covid-19
Rupsha 04 Aug, 2021
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Probability Distribution Function
Discover probability distribution functions, their formulas, types like PDF, PMF, and CDF, and explore discrete and continuous distributions.
Harika 08 Apr, 2025
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3 Methods for Implementing Change Data Capture
Change Data Capture (CDC) is a set of technologies that enable you to identify and capture the previous states of the data so that later
Janaka 30 Jul, 2021 -
Creating Data Science Python Package using Jupyter Notebook
Here, we are going to learn about creating a data science python package with the magic function "%%witefile " of the jupyter notebook
Abid Ali Awan 30 Jul, 2021
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Getting started with NLP using NLTK Library
NLTK is a standard python library that provides a set of diverse algorithms for NLP. Let's perform NLP tasks using NLTK library
Ajay Vardhan 30 Jul, 2021
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Introduction to Linear Predictive Models – Part 2
In this article, we explore Linear Predictive Models further and explore ridge and lasso regularization that data scientists should know
Barney 27 Oct, 2024
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Julia: A New Age of Data Science
Julia is a high-level and language that can be used to write code that is fast to execute. Here we will see use of Julia for data science.
Abid Ali Awan 30 Jul, 2021
