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Importance of Cross Validation: Are Evaluation Metrics enough?
It is a statistical method used to find the performance of ML models. importance of cross validation is that it helps in getting a generalized model.
Chirag Goyal 21 May, 2021
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Detecting and Treating Outliers | Treating the odd one out!
Learn about outliers, effects, and detection methods like boxplot, Z-scores, and IQR, plus strategies to handle outliers effectively.
Harika 04 Apr, 2025
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Python Data Types with Examples
Learn about Python built-in data types: Numeric, Sequence, Mapping, Set, Boolean, and Binary types, including integers, floats, strings, and more.
Nishtha 21 Nov, 2024
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Machine Learning Life Cycle Explained!
This blog tells what is Machine learning life cycle, starting from business problem to finding the solution and deploying the model.
Rakesh kumar 12 Mar, 2024
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4 Ways to Evaluate your Machine Learning Model: Cross-Validation Techniques (with Python code)
Cross-validation is a resampling technique. This article covers various cross-validation methods in machine learning to evaluate models.
Lakshana 12 Dec, 2024
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Exploratory Data Analysis (EDA) – A step by step guide
Learn the importance of Exploratory Data Analysis (EDA) in Data Science projects. Discover patterns, anomalies, and form hypotheses to gain insights.
Vishesh 26 Nov, 2024
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Introduction to Supervised Deep Learning Algorithms!
The deep learning algorithms are capable to learn without human supervision. Here, we will discuss some supervised deep learning algorithms.
Jitendra 27 May, 2021
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Machine Learning Automation using EvalML Library
EvalML is an open-source AutoML library written in python that automates a large part of the machine learning process and brings efficiency
Basil Saji 20 May, 2021
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What is Big Data? Introduction, Uses, and Applications.
What is big data? Definition, history, benefits, applications, big data uses, types, 5Vs, use across industries, and challenges.
Vishesh 22 Jan, 2025
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10 Colab Tips and Hacks for Efficient use of it
This article collects some helpful google colab tips to make your work efficient and effortless and save a ton of time
pavan 01 Jul, 2021
