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The Hidden Gems of Python – Libraries that make Data Science a Cakewalk
10 Data Science Libraries most beginners miss out on in Python which can make our lives so much easier and our codes so much more efficient.
Simran 06 Oct, 2020
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Confusion Matrix Is No More A Confusion for Data Science Aspirants!
After training our model and have predicted the outcomes, we need to evaluate the model's performance. And here comes our Confusion Matrix.
RASHMI 05 Oct, 2020
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What Does Gradient Descent Actually Mean
We will see what actually gradient Descent is and why it became popular and why most of the algorithms in AI and ML follow this technique.
Phani Ratan 23 Dec, 2020
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How to Improve Your Business With Exploratory Data Analysis!
Exploratory Data Analysis is an approach to discover the insights in the data. It is one of the best practices in data science today.
Muthu 05 Oct, 2020
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A Simple Explanation of K-Means Clustering
K-means clustering is a powerful unsupervised machine learning algorithm. It is used to solve many complex machine learning problems.
ADITYA KUMAR 16 Jan, 2025
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Headstart to Plotting Graphs using Matplotlib library
Matplotlib is the best library to plot graphs in Python. Learn about Plotting graphs using matplotlib and draw graphs as per your data
Abhijeet 23 Oct, 2024
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Optimizing Exploratory Data Analysis using Functions in Python!
Functions help in saving a lot of time by reducing repetitive coding especially in EDA. Learn how to optimize exploratory Data Analysis
Rohit 11 Jan, 2021
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Gradient Descent Algorithm: How Does it Work in Machine Learning?
Learn about Cost Functions, Gradient Descent, its Python implementation, types, plotting, learning rates, local minima, and the pros and cons.
Crypto 04 Apr, 2025
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Quick Guide to Solve Overfitting by Cost Complexity Pruning of Decision Trees
Understand the problem of overfitting in decision trees and learn to solve it by minimal cost-complexity pruning using Scikit-Learn in Python.
Sarthak 23 Feb, 2024
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Introduction to Python Functions for Data Science Beginners
Python functions are a great tool to have in your data science arsenal. Here's an introduction on Python functions.
Aashish 27 Oct, 2024
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