Machine Learning, Deep Learning, Computer Vision, and AI for Software Engineers
With all of the Python code I have been writing lately and using Anaconda to manage the installation of packages, I have been watching the free disk space on my machine disappear at an...
While moving forward in learning computer vision, machine learning, deep learning, and so may other facets that comprise “AI”, I have enrolled in Udacity’s Self-Driving Car Engineer Nanodegree. I want to see and learn...
Anaconda takes a lot of the pain out of getting the necessary Python packages installed for data science. Additionally, Anaconda can make it extremely easy to install TensorFlow. When installing Python packages for development, using environments...
In deep learning and neural networks, the final layer that data is passed through is called the “output layer”. Within this layer is an “activation function” that will determine the final output; for example,...
Problem Many machine learning algorithms simply can’t be applied to columns that contain non-numeric values (such as categories that are indicated as strings like “Chicago”, “Boston”, or “New York”). For example. something like this:...
I am in the first week of the course of the Deep Learning Nanodegree and the main topics are around developing an intuition around feedforward neural networks, backpropagation (feeding errors back into the network...
When creating an API in Flask having to restart the process every time you make changes to your file is painful. Thankfully, it’s easy to set it up to restart whenever you save changes...
