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Rukshan Pramoditha

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Towards Data Science

Addressing Overfitting 2023 Guide — 13 Methods

Your one-stop place to learn 13 effective methods to prevent overfitting in machine learning and deep learning models

Nov 22, 2022

Addressing Overfitting 2023 Guide — 13 Methods

Nov 22, 2022

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Rukshan Pramoditha
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Towards Data Science

10 Amazing Machine Learning Visualizations You Should Know in 2023

Yellowbrick for creating machine learning plots with less code

Nov 5, 2022

10 Amazing Machine Learning Visualizations You Should Know in 2023

Nov 5, 2022

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Rukshan Pramoditha
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Towards Data Science

23 Efficient Ways of Subsetting a Pandas DataFrame

Jun 4, 2021

23 Efficient Ways of Subsetting a Pandas DataFrame

Jun 4, 2021

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Rukshan Pramoditha
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Towards Data Science

11 Dimensionality reduction techniques you should know in 2021

Reduce the size of your dataset while keeping as much of the variation as possible

Apr 14, 2021

11 Dimensionality reduction techniques you should know in 2021

Apr 14, 2021

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Rukshan Pramoditha
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Towards Data Science

20 Necessary Requirements of a Perfect Laptop for Data Science and Machine Learning Tasks

Jun 5, 2021

20 Necessary Requirements of a Perfect Laptop for Data Science and Machine Learning Tasks

Jun 5, 2021

Rukshan Pramoditha

How Time Series Forecasting is Different from a Typical Regression Task

And how to prepare a time series for regression using time-delay embedding

Aug 20

How Time Series Forecasting is Different from a Typical Regression Task

Aug 20

Rukshan Pramoditha

How Is Mean-Shift Clustering Better Than K-Means Clustering?

No need to specify the number of clusters (k) as a hyperparameter!

Aug 4

How Is Mean-Shift Clustering Better Than K-Means Clustering?

Aug 4

Rukshan Pramoditha

Training a Support Vector Machine with Linear and Non-Linear Kernels

Linear and non-linear classification with SVMs

Jul 22

Training a Support Vector Machine with Linear and Non-Linear Kernels

Jul 22

Rukshan Pramoditha

A Comprehensive Guide to Variational Autoencoders (VAEs)

Adding stochasticity to conventional autoencoders

Jul 1

A Comprehensive Guide to Variational Autoencoders (VAEs)

Jul 1

Rukshan Pramoditha

Image Colorization with Deep Convolutional Autoencoders

Convert grayscale images to RGB color images

Jun 20

Image Colorization with Deep Convolutional Autoencoders

Jun 20

Rukshan Pramoditha

Rukshan Pramoditha

3,000,000+ Views | BSc in Stats | Top 50 Data Science, AI/ML Technical Writer on Medium | Data Science Masterclass: https://datasciencemasterclass.substack.com

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