Sebastian Raschka made 170 videos on deep learning, and you can watch all…
Python
-
Introduction to Deep Learning
-
Spatula, a Python library for maintainable web scraping
This looks promising:
While it is often easy, and tempting, to write a… -
Generate a color analysis by uploading an image
Mel Dollison and Liza Daly made a fun interactive that lets you upload…
-
Members Only
How to Make Line Charts in Python, with Pandas and Matplotlib
The chart type can be used to show patterns over time and relationships between variables. This is a comprehensive introduction to making them using two common libraries.
-
Altair for visualization in Python
Vega-Lite is a grammar for interactive graphics primarily used for analysis. Altair is…
-
Extracting NBA player movement data
There’s no direct download, but there is an API.
-
Ditch Excel and format your data with csvkit
I thought I linked to csvkit a while ago, but apparently not. If…
-
PlotDevice: Draw with Python
You’ve been able to visualize data with Python for a while, but Mac…
-
Downloading Your Email Metadata
Email provides a window into who we interact with and what we do. This tutorial describes how to get that data in the format you want.
-
Bokeh, a Python library for interactive visualization
Bokeh, a Python library by Continuum Analytics, helps you visualize your data on…
-
Databases for lazy people, a Python library
Friedrich Lindenberg and Gregor Aisch recently released dataset, a Python library to take…
-
R plotting package ggplot2 ported to Python
Those who use the ggplot2 package in R and do everything else in…
-
Members Only
Working with Line Maps, the Google Places API, and R
A frequent challenge of visualization is behind the scenes, to get the data and to mold it into the format you need. Do that. Then map.
-
Binify for hexagon binning in Python
As an alternative to dot density maps, Binify by Kevin Schaul allows you…
-
xkcd-style charts in R, JavaScript, and Python
The ports and packages to make your charts look like they came from…
-
Members Only
Mapping with Diffusion-based Cartograms
Sometimes these cartograms can distort areas beyond recognition, but they can also provide a better visual representation for a region with a wide range of subregions. At the least, they’re fun to look at.
-
Members Only
How to Make a Contour Map
Filled contour plots are useful for looking at density across two dimensions and are often used to visualize geographic data. It’s straightforward to make them in R — once you get your data in the right format, that is.
-
How to Make a US County Thematic Map Using Free Tools
There are about a million ways to make a choropleth map. The problem is that a lot of solutions require expensive software or have a high learning curve. It doesn’t have to be that way.