Read Large Files Efficiently with Python
With the rate at which data is growing the size of files we are expected to process is growing seemingly exponentially. These increasingly large files mean we need to do everything we can to...
Category: Anaconda
Your First Step Into Data Science: Getting Set Up In 15 Minutes
One of the most frustrating and confusing parts of getting started in Data Science is getting your machine set up. With the steps outlined here, you can have a Python environment set up and...
3 Quick Ways to Create Graphs of Your Class Distributions in Python
Whenever we are building machine learning models we always have to evaluate the data. For classification problems, at the very least, we need to look at the class distributions to see how balanced or...
My Machine Learning Articles on CodeProject
About a week ago I wrote and submitted 2 articles for the Machine Learning and AI Challenge on CodeProject. While I will admit that I put these articles together rather hastily, they do demonstrate many...
Setting the Python Anaconda Environment in VS Code
Visual Studio Code is an excellent IDE for working with all kinds of different languages and projects. Additionally, I am quite surprised by how many open source developers (i.e. Microsoft “detractors”) out there have taken...
Using Keras and TensorFlow in Kaggle Competition to Classify Satellite Data
If you’re reading this blog then I am sure you have heard of Kaggle. There is a competition under way for classifying satellite data as icebergs or ships. Additionally, there is a great “starter”...
Using Anaconda with Python and Running Out of Disk Space? Here’s a Tip to Quickly Free Up a Lot of Space
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...
Easiest Way to Install TensorFlow on Your Machine
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...