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Dr. Ernesto Lee

Artificial Intelligence

27

Jan'22

Random Forest from Scratch in Python

In our last tutorial, we looked at decision trees and saw how well they perform. Today, we’re going to be …

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26

Jan'22

Decision Trees from Scratch in Python

Classification is one of the most widespread areas where machine learning is applied. Many algorithms can implement classification with reasonable …

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15

Jan'22

Explainable Convolutional Neural Networks with PyTorch + SHAP

Complex technologies such as deep learning used to be a kind of black-box model since you couldn’t have a thorough …

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15

Jan'22

Principal Component Analysis from Scratch in Python

One of the biggest problems that data scientists and data analysts face early on in their careers is dealing with …

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05

Jan'22

Sentiment Analysis and Topic Modeling on Tweets about Online Education during COVID-19

Authors: Muhammad Mujahid, Ernesto Lee, Furqan Rustam, Patrick Bernard Washington, Saleem Ullah, Aijaz Ahmad Reshi, Imran Ashraf Publication date: 2021/1 …

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05

Jan'22

Malicious Traffic Detection in IoT and Local Networks Using Stacked Ensemble Classifier

Authors: RD Pubudu L Indrasiri, Ernesto Lee, Vaibhav Rupapara, Furqan Rustam, Imran Ashraf Description: Malicious traffic detection over the internet …

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