Machine Learning
Naveen
📅 Last Updated: 12 Dec, 2024
3 Concepts Every Data Scientist Must Know Part – 3
1. What is the significance of sampling? Name some techniques for sampling? For analyzing the data, we cannot proceed with...
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Naveen
📅 Last Updated: 12 Dec, 2024
3 Concepts Every Data Scientist Must Know Part – 2
1. Bagging and Boosting Bagging and Boosting are two different ways used in combining base estimators for ensemble learning (Like...
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Naveen
📅 Last Updated: 12 Dec, 2024
3 Concepts Every Data Scientist Must Know Part – 1
Central Limit Theorem We first need to introduce the normal (gaussian) distribution for central limit theorem to make sense. Normal...
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Naveen
📅 Last Updated: 12 Dec, 2024
Most Common Feature Scaling methods in Machine Learning
Definition Feature scaling is the process of normalizing the range of feature in a dataset. Real-world datasets often contain features...
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Naveen
📅 Last Updated: 21 Apr, 2025
Stress Detection Project using Machine Learning
Stress, tension, and misery are undermining the psychological well-being of individuals. Each individual has a justification behind having an unpleasant...
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Naveen
📅 Last Updated: 12 Dec, 2024
Outlier Detection methods in Machine Learning
Objective An outlier is an individual point of data that is distant from other points in the dataset. It is...
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Naveen
📅 Last Updated: 12 Dec, 2024
Missing Values Treatment methods in Machine Learning
Delete Missing Value Rows Missing values can be handled by deleting the rows or columns having null values. If columns...
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Naveen
📅 Last Updated: 12 Dec, 2024
Restaurant Recommendation System using Machine Learning
In this article we are going to discuss about the Restaurant Recommendation System. it is an application that recommends similar...
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Naveen
📅 Last Updated: 21 Apr, 2025
Hierarchical clustering for Machine Learning
Hierarchical clustering is another unsupervised machine learning algorithm, which is used to group the unlabeled datasets into a cluster. Hierarchical...
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Naveen
📅 Last Updated: 21 Apr, 2025
Difference between Data Science and Machine Learning
Data Science Data science is a field that studies data and how to extract meaning from it, using a series...
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Naveen
📅 Last Updated: 21 Apr, 2025
Difference between Data Scientist and Data Analyst
What are their skills? Data Analyst Data Mining Data Warehousing Math, Statistics Tableau and data visualization SQL Business Intelligence Advanced...
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Naveen
📅 Last Updated: 21 Apr, 2025
Difference between Data Scientist and Data Engineer
What do they do? Data Engineers Data Engineers design, build, test, integrate, and optimize data collected from multiple sources. They...
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