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articles.html
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<!DOCTYPE html>
<html>
<head>
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<link rel="stylesheet" href="mysite.css">
</head>
<body>
<!-- Menu Bar -->
<div class="topnav">
<a href="index.html">Home</a>
<a href="papers.html">Papers</a>
<a href="projects.html">Projects</a>
<!--<a href="resources.html">Resources</a>-->
<a class="active" href="articles.html">Blog</a>
<a href="about.html">About</a>
</div>
<h1>Blog</h1>
I enjoy helping others by sharing what I've learned. Here are some examples of the posts I've shared on <a href="https://medium.com/@nicfox">medium.com</a> and <a href="https://dev.to/nicfoxds">dev.to</a>
<br>
<h2>How to Get Data from an API & Process XML in Python</h2>
A beginner's tutorial-by-example on <a href="https://dev.to/nicfoxds/how-to-get-data-from-an-api-process-xml-in-python-4c1">how to get, and process, property listing text data from the Zoopla API in python</a> [July 2020]
<h2>How to Analyse and Clean Text Data in Python</h2>
A beginner's tutorial-by-example on <a href="https://dev.to/nicfoxds/how-to-analyse-clean-text-data-in-python-2hb9">how to analyse and clean text data in python</a>. [June 2020]
<h2>Getting Started in NLP</h2>
A short post providing a list of useful resources and a recommended starting point for <a href="https://dev.to/nicfoxds/getting-started-in-nlp-b0e">getting started in NLP</a>. [June 2020]
<h2>Make Better Looking Charts</h2>
A beginner's tutorial on how to <a href="https://dev.to/nicfoxds/how-to-make-better-looking-charts-in-python-1h3h">make better looking charts in python</a> beyond the default matplotlib or seaborn bar plot. Aimed at people new to coding/python and those who need more help beyond the library documentation. [April 2020]
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<h2>Get Reproducible Results For CNNs</h2>
In this post I share how I failed to <a href="https://medium.com/analytics-vidhya/how-to-get-reproducible-results-for-convolutional-neural-networks-for-image-classification-in-keras-b8e28ab03cdd">create reproducible experiments with convolutional neural networks for image classification</a> in Keras, and how I fixed it. [April 2020]
<br>
-->
<h2>Create an Interactive Dashboard</h2>
A short tutorial on how to create, and deploy, <a href="https://medium.com/@limpford/how-to-create-an-interactive-dashboard-in-python-using-holoviz-panel-2de350b6d8df">a simple interactive dashboard in Python</a> with an option for the user to view/hide the code. The dashboard is created using Python in a Jupyter Notebook, using the HoloViz Panel and Param libraries. [January 2020]
<br>
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<h2>Gender Data Gap</h2>
A brief overview of the issues caused by the <a href="https://medium.com/@limpford/is-the-gender-data-gap-killing-us-ab55355e6578">gender data gap </a>described in Caroline Criado-Perez's book "Invisible Women", how machine learning algorithms exacerbate the issues, and how people working in data could help. [March 2019]
-->
<br>
<br>
</body>
</html>