This article is not about machine learning, but about a piece of software engineering that often comes handy in data science practice. When writing code, everybody gets errors. Sometimes it is difficult to debug them. Using a debugger may help, but can also be intimidating. This is a TLDR tutorial on using pdb in IPython, focused on looking at variables inside functions. […]
Continue ReadingA Beginner’s Guide to Neural Networks in Python
Neural Networks Neural Networks are a machine learning framework that attempts to mimic the learning pattern of natural biological neural networks: you can think of them as a crude approximation of what we assume the human mind is doing when it is learning. Biological neural networks have interconnected neurons with dendrites that receive inputs, then […]
Continue ReadingHow to Create Cornerstone Content That Google and Your Audience Will Love
Creating the right content for your website needs serious planning and development. In an increasingly competitive world, it’s not enough that your audience loves it — Google has to love it too! This article will show you how to create, optimize, and promote cornerstone content that drives traffic to your website and eventually converts visitors […]
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