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Gradient Descent From Scratch
In this article, we will explain what is Gradient descent from scratch, why it is important, and pick you up with simple math examples.
Raghav Agrawal 24 Oct, 2024
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5 Regression Algorithms You Should Know
Top 5 regression algorithms in machine learning you should know in 2026. Learn their applications, pros and cons, and how to implement them.
Gaurav Sharma 26 Dec, 2025
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Statewise Covid-19 Analysis
This blog is aimed towards Statewise Covid-19 Analysis of the cases prevailing in the Indian States caused by an year-long pandemic
Nandita 26 May, 2021
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Introduction to Python Programming
Discover Python programming: an introduction, benefits, getting started, real-world applications, tips to become a better programmer.
KK 03 Jun, 2025
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Simplifying Maths behind Principal Component Analysis
In this article, we will discuss the basic maths behind PCA with python implementation from scratch for data science beginners
Himanshu 25 May, 2021
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All you need to know about your first Machine Learning model – Linear Regression
Linear Regression is the supervised ML model in which the model finds the best fit linear line between the independent and dependent variable
Deepanshi 20 Jul, 2023
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Detailed Guide To Bayesian Decision Theory – Part 2
Now, in this article, we will be going through some of the advanced concepts for the Bayesian decision theory for data scientists
Chirag Goyal 25 May, 2021
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K-Means clustering with Mall Customer Segmentation Data
Learn K-Means clustering with Mall Customer Segmentation Data in Python. Group customers by spending, income, and age using unsupervised ML
Prateek Majumder 19 Jan, 2025
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Top 5 Essential Data Science Tools
Data science tools are extremely helpful in developing and growing data science. In this blog, we will understand the top data science tools.
Neelu 28 May, 2021
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20 Questions to Test Your Skills on Feature Engineering and EDA
In this article, we will discuss the most important questions on the Feature Engineering and EDA, helpful to get you a clear understanding.
Chirag Goyal 24 Jun, 2022
