Data Visualization Archives

Data Visualization

5 Must-Know Data Visualization Techniques for Any Data Science Professional

Data Visualization Modelingposted by April Miller December 13, 2021

Data visualization is a critical component of data science, but it can be challenging to master. Luckily, there are certain techniques that can help data scientists improve the quality and impact of their data visuals. These must-know data visualization techniques will help you get started on... Read more

Teddy Petrou on Data Visualization Use Cases, Dash 2.0, and the Pros of Seaborn

Data Visualization Modeling AI seabornposted by ODSC Team November 22, 2021

Data visualization is one of the most marketable and desirable data science skills out there. Given its visible and tangible results, hiring managers often look for individuals who can communicate their findings easily and to people who aren’t data-savvy. We recently had the chance to speak... Read more

Top 5 Reasons to Use Seaborn for Data Visualizations

Blogs from ODSC Speakers Data Visualization Modeling seabornposted by ODSC Community November 17, 2021

Editor’s note: Ted Petrou will be giving a presentation on Ai+ Training on Seaborn this December 1st and 8th. Be sure to check his sessions, “Data Visualization with Seaborn,” then! The Seaborn data visualization library in Python provides a simple and intuitive interface for making beautiful plots directly from... Read more

Creating Word Clouds from Text

Blogs from ODSC Speakers Data Visualization Modeling NLP/Text Analytics West 2021 Word Cloudsposted by ODSC Community October 22, 2021

Word clouds are a useful visualization tool. They show the most frequent words in a text, where the relative size of the word correlates with frequency. This is an example word cloud: Word clouds are useful for at least two purposes: An initial exploration of text... Read more

Animations with Matplotlib

Data Visualization Modeling matplotlibposted by Parul Pandey September 29, 2021

Animations are an interesting way of demonstrating a phenomenon. We as humans are always enthralled by animated and interactive charts rather than the static ones. Animations make even more sense when depicting time-series data like stock prices over the years, climate change over the past decade,... Read more

GANs: A Brief Theory and Practice, and Image-to-Image Conversion with Pix2Pix

Blogs from ODSC Speakers Conferences Data Visualization Modeling Pix2Pix West 2021posted by ODSC Community September 13, 2021

Editor’s note: Ajay is a speaker for ODSC West 2021. Be sure to check out his talk, “GANs: Theory and Practice, Image Synthesis With GANs Using TensorFlow” to go beyond Pix2Pix there! There are prerequisites for making the most out of this blog. The reader should... Read more

Beautiful Graph Visualization with nxviz

Blogs from ODSC Speakers Data Visualization Modeling nxvizposted by ODSC Community August 23, 2021

When working with network (graph) data, being able to visualize it is immensely valuable. When a graph visualization is done well, it can help you provide immediate visual insights based on the structure of a graph. While NetworkX provides a built-in graph visualization library, other tools... Read more

Exploring GUI of Tableau Prep Builder

Data Visualization Modeling tableauposted by ODSC Community August 9, 2021

Tableau Prep Builder was introduced with version 2018.1 of Tableau Desktop, but what can we use Tableau Prep Builder (henceforth referred to in this article as Prep) for? The core purpose of the tool is data preparation. The good news is, Prep is fully compatible with Tableau Desktop, and also with Tableau Server. That means you can execute jobs in Prep to clean... Read more

Start Your Network Analysis Training with These Videos

Data Visualization Modeling Network Analysis Playlistposted by ODSC Team August 2, 2021

Networks (a.k.a graphs) are one of the most interesting areas of data science and have been subject to an explosion of interest in recent years. The ability to model the relationship between data points is powerful. By using data visualization to identify patterns, trends, and relationships,... Read more

Optimizing PyTorch Performance: Batch Size with PyTorch Profiler

Data Visualization Modeling Azure Microsoft Profiler PyTorchposted by ODSC Community July 16, 2021

This tutorial demonstrates a few features of  PyTorch Profiler that have been released in v1.9. PyTorch. Profiler is a set of tools that allow you to measure the training performance and resource consumption of your PyTorch model. This tool will help you diagnose and fix machine learning performance issues regardless of whether you are working on one or... Read more