Jupyter

Great Reads

by Glenn Prince

This article is the first in the Data Cleaning with Python and Pandas series that helps working developers get up to speed on data science tools and techniques.

Installing OpenCV and ImageAI for Object Detection

by Glenn Prince

In this article, we'll set up everything we need to build a hardhat detector with OpenCV.

Predicting Near Term COVID Death Rates

by Don Kackman

Using previous case and fatality numbers, predict future death rates based on current case counts

Preparing a Deep Learning Environment for COVID-19 Diagnosis

by Abdulkader Helwan

In this article, we’ll discuss materials and methods for this project.

Latest Articles

Building a Style Transfer CycleGAN from Scratch

by Abdulkader Helwan

In this article, we implement a CycleGAN with a residual-based generator.

Mobile Style Transfer With Image-to-Image Translation

by Abdulkader Helwan

In this article, we discuss the concepts of conditional generative adversarial networks (CGAN).

Running AI Models in Docker Containers

by Jarek Szczegielniak

In this article, we’ll create a container to run a CPU inference on the trained model.

Creating Docker Containers for AI and Machine Learning

by Jarek Szczegielniak

In this article, we’ll start applying our basic Docker knowledge while creating and running containers in the various MLng scenarios.

All Articles

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Jupyter

3 Tips for Developers to Improve Technical Presentations Using Open Source Jupyter Notebooks

14 Feb 2018 by Jesse Casman

Using open source Jupyter Notebooks to show live code in your presentation

Javascript

SysAdmin

Dev

Jupyter

Building a Style Transfer CycleGAN from Scratch

18 Jun 2021 by Abdulkader Helwan

In this article, we implement a CycleGAN with a residual-based generator.

COVID-19 Diagnosis Results with Deep Learning and ResNet50

19 Feb 2021 by Abdulkader Helwan

In this article, we’ll discuss the COVID-19 detection results we’ve achieved with our model and compare these results with those of other models.

Python

artificial-intelligence

Keras

Jupyter

tensorflow

COVID-19 Diagnosis Using ResNet50 Transfer Learning: Building a DL Network from Scratch

22 Feb 2021 by Abdulkader Helwan

In this article, we’ll show you how to build a network for Covid-19 detection from scratch.

Python

artificial-intelligence

COVID-19 Diagnosis with Deep Learning

12 Feb 2021 by Abdulkader Helwan

In this article, we introduce transfer learning and ResNet50.

Python

artificial-intelligence

Keras

Jupyter

tensorflow

Creating Docker Containers for AI and Machine Learning

26 Apr 2021 by Jarek Szczegielniak

In this article, we’ll start applying our basic Docker knowledge while creating and running containers in the various MLng scenarios.

Python

artificial-intelligence

docker

Jupyter

machine-learning

Fine-tuning ResNet50 to Diagnose COVID-19

18 Feb 2021 by Abdulkader Helwan

In this article, we’ll fine-tune our ResNet50 model.

Python

artificial-intelligence

Keras

Jupyter

tensorflow

Installing OpenCV and ImageAI for Object Detection

4 Jun 2020 by Glenn Prince

In this article, we'll set up everything we need to build a hardhat detector with OpenCV.

Python

artificial-intelligence

machine-learning

Jupyter

OpenCV

Introducing Jupyter and Pandas

29 May 2020 by Glenn Prince

This article is the first in the Data Cleaning with Python and Pandas series that helps working developers get up to speed on data science tools and techniques.

Python

artificial-intelligence

Jupyter

machine-learning

Mobile Style Transfer With Image-to-Image Translation

14 Jun 2021 by Abdulkader Helwan