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Nicholas Lewis

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Towards Data Science

Emulating a PID Controller with Long Short-term Memory: Part 1

Using the Temperature Control Lab to create Proportional-Integral-Derivative controller data

Oct 14, 2020

Emulating a PID Controller with Long Short-term Memory: Part 1

Oct 14, 2020

Nicholas Lewis
in
Towards Data Science

The Achilles Heel of Scatter Plots

Visualizing large datasets with hidden trends using an alternative to scatter plots

Feb 5, 2023

The Achilles Heel of Scatter Plots

Feb 5, 2023

Nicholas Lewis
in
Towards Data Science

Scratchpad Add-in for Jupyter Notebooks and Google Colab

Accessing Scratchpad functionality in both Jupyter notebooks and Google Colab

Jan 31, 2023

Scratchpad Add-in for Jupyter Notebooks and Google Colab

Jan 31, 2023

Nicholas Lewis
in
Towards Data Science

Learning Python for Data Science On-the-Job, Part 2: Practice

A side-by-side case study of linear regression in Excel and Python

Jan 15, 2023

Learning Python for Data Science On-the-Job, Part 2: Practice

Jan 15, 2023

Nicholas Lewis
in
Towards Data Science

Learning Python for Data Science On-the-Job Part 1: Philosophy

Practical advice and philosophy on how to become a proficient Data Scientist without formal education

Jan 14, 2023

Learning Python for Data Science On-the-Job Part 1: Philosophy

Jan 14, 2023

Nicholas Lewis
in
Towards Data Science

My Data Science Job Search

What worked, what didn’t, and practical tips

Dec 13, 2022

My Data Science Job Search

Dec 13, 2022

Nicholas Lewis
in
Towards Data Science

Practical Machine Learning Techniques to Accelerate Materials Science Research

Predicting the Critical Temperature of Superconductors using Regression Techniques, Feature Selection, and Selection Criteria

Aug 19, 2022

Practical Machine Learning Techniques to Accelerate Materials Science Research

Aug 19, 2022

Nicholas Lewis
in
Towards Data Science

The Benefits of Machine Learning for the Renewable Energy Sector

A case study in weather prediction using logistic regression, unbalanced datasets, and l1-normalization

Jul 28, 2022

The Benefits of Machine Learning for the Renewable Energy Sector

Jul 28, 2022

Nicholas Lewis

The Ethical Paradigm of Jean Valjean

In Victor Hugo’s beloved novel Les Miserables, we meet the character Jean Valjean, a convict who was incarcerated for nineteen years…

Jul 6, 2022

The Ethical Paradigm of Jean Valjean

Jul 6, 2022

Nicholas Lewis
in
Towards Data Science

Advanced Options with Hyperopt for Tuning Hyperparameters in Neural Networks

If you’re anything like me, you spent the first several months looking at applications of machine learning and wondering how to get better…

Jan 21, 2021

Advanced Options with Hyperopt for Tuning Hyperparameters in Neural Networks

Jan 21, 2021

Nicholas Lewis

Nicholas Lewis

Merging the worlds of engineering and machine learning. LinkedIn: https://www.linkedin.com/in/nicholas-lewis-0366146b/

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