§ Source making!
Design patterns can speed up the development process by providing tested, proven development paradigms.
How to shape the source code.
§ Python anti-patterns
We think that you can learn as much from reading bad code as you can from reading good one.
§ The beauty of programming
You can do something the brute force way, the stupid way, or you can find the right approach and suddenly the problem just goes away. You look at the problem another way, and you have this epiphany: it was only a problem because you were looking at it the wrong way.
Less is more. Design the code, design everything.
§ Multiprocessing in Python
A brief overview of different approaches to show how the multiprocessing module can be used for parallel programming.
§ So good they can't ignore you
Following your passion is bad, instead go for Mastery, Autonomy and Purpose — the trio of things that have been proven to motivate knowledge workers.
§ How to run multiple websites from one Django project
The subdomain specific settings files will inherit all the defaults from the common settings.py file, and override only those values which are specific to the domain.
WSGI app files are the key of running multiple subdomains.
§ The tools I use to write books
Of course I do not send plain text files out to readers. Instead, they receive nicely formatted PDF, ePub, Mobi and HTML files, which I create with only a tiny number of tools: pp, pandoc and KindleGen. Together they form a pipeline.
That pipeline is essential.
§ Matrix calculus for deep learning
This paper is an attempt to explain all the matrix calculus you need in order to understand the training of deep neural networks.
§ Django and AJAX form submissions
Say goodbye to the page refresh.
§ What is stupid?
The researchers deduced that there are three main categories of what people consider to be stupidity: confident ignorance, lack of control and lack of practicality.