This article explores techniques that can be used to assess how well a model fits a dataset. Specifically, we’ll demonstrate how to produce the following visualizations: Q-Q Plot: Compares two probability distributions by plotting their quantile...

We are proud to announce that Appsilon has been named one of Europe’s fastest-growing companies in The Financial Times 1000 for the second year in a row. This prestigious ranking highlights our remarkable revenue growth between 2020 and 2023, reflecting our team’s hard work, innovation, and commitment to excellence. Since last ...

In this post we will be using Python to import files. Importing a text file is rather easy into Python. We will look at several different examples and file types in this post. Importing a Text File Importing a text file is often done in Python. To do this see ...

Uh oh. Conferences. I’ve been trying not to think about them, but I can’t put it off any longer. That’s okay! It might not be too late to book on to the conferences you want to attend. Some will even still have early bird offers available if ...

Welcome to the future of pharmaceuticals, where the fusion of science and technology opens new horizons in healthcare. Imagine a world where the journey from the laboratory to the patient’s bedside is faster, more efficient, and more precise. This is not a glimpse into a distant future; it’s ...

Data management in the pharmaceutical industry presents unique challenges, often compounded by the sheer volume and complexity of clinical trial data. Traditional methods, particularly spreadsheet-based approaches, have long been the norm, yet they pose significant drawbacks. Interested in advancing clinical research with dynamic reports? Uncover how Shiny and Quarto can ...

Introduction Natural Language Processing (aka NLP) is a branch of Artificial Intelligence that gives robots the ability to comprehend and derive meaning from human languages.  NLP combines computer science and linguistics to break down significant details from a human speech/text. Thus, AI tools like paraphrasers can mimic human-like speech ...

Within scikit-learn, pipelines allow for the consolidation of all data preprocessing steps along with a final estimator using a single interface. The pipeline object can then be passed into a grid search routine to identify optimal hyperparameter...

Backpropagation is a key algorithm used in training fully connected neural networks, also known as feed-forward neural networks. In this algorithm, the network’s output error is propagated backward, layer by layer, to adjust the weights of conne...

Within scikit-learn, pipelines allow for the consolidation of all data preprocessing steps along with a final estimator using a single interface. The pipeline object can then be passed into a grid search routine to identify optimal hyperparamete...