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Posts by Mr. AI

About Mr. AI
My name is Ram. I am a Data Scientist and Machine Learning expert with good knowledge in Generative AI. Working for a top MNC in New York city. I am writing this blog to share my knowledge with enthusiastic learners like you.
Posted inMachine Learning

Clustering vs Dimensionality Reduction – Differences, Advantages and Disadvantages

In machine learning, clustering and dimensionality reduction are two of the most important methods for dealing with complex data. Clustering groups data by similarities, which reveals patterns in the data,…
Posted by Mr. AI December 19, 2024
Posted inMachine Learning

Hyperparameter Optimization in Machine Learning – Explained in Detail

A development process in machine learning would not be complete without mentioning hyperparameter optimization. These are parameters that are specified before training and set off how the learning algorithm must…
Posted by Mr. AI December 19, 2024
Posted inMachine Learning

Gradient Boosting Algorithms: XGBoost, LightGBM, CatBoost Explained

Gradient Boosting is a machine learning technique that is used in classification and regression tasks. It works in a stage-wise manner; that is, every subsequent model tries to correct the…
Posted by Mr. AI December 19, 2024
Posted inMachine Learning

Anomaly Detection Techniques in Machine Learning – Detailed Explanation

Imagine being able to foresee issues before they become full-blown crises. That is the premise behind anomaly detection in both data analysis and machine learning. We could spot potential problems…
Posted by Mr. AI December 19, 2024
Posted inMachine Learning

Dimensionality Reduction in Machine Learning – Explained with Examples

Imagine you have a huge photo album with thousands of pictures. It is hard to find a specific photo among all those images, isn't it? Now, imagine that you can…
Posted by Mr. AI December 19, 2024
Posted inMachine Learning

Feature Engineering in Machine Learning – Detailed Guide

Feature engineering is a crucial step in the machine learning workflow, with the purpose of creating, transforming, and selecting features so that models are enhanced with predictive power. It fills…
Posted by Mr. AI December 19, 2024
Posted inAI General

8 AI Skills That Will Separate Winners from Losers in 2025 

As we are racing toward 2025, artificial intelligence is revolutionizing industries and changing the career landscape. In this fast-paced era of change, adaptability and mastery of emerging skills will separate…
Posted by Mr. AI December 19, 2024
Posted inAI General

12 Important AI Terms that You Must Know

Artificial Intelligence (AI) is becoming an integral part of our world. With more than 60% of businesses adopting AI in some form, this technology is transforming industries and lives. AI…
Posted by Mr. AI December 16, 2024

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