Memory management in Python
Posted on August 5, 2019, Level intermediate Resource Length medium
This article describes memory management in Python 3.6. If you are interested in GC details, you can read my article about Garbage collection in Python. By Artem Golubin.
Tags python programming software apps apis
Python machine learning tutorial: predicting Airbnb prices
Posted on July 11, 2019, Level intermediate Resource Length long
Machine learning is pretty undeniably the hottest topic in data science right now. It's also the basic concept that underpins some of the most exciting areas in technology, like self-driving cars and predictive analytics. An article by dataquest.io in which you will be introduced to the fundamental concepts of machine learning. As you follow along, you'll build your very first model from scratch to make predictions, while understanding exactly how your model works.
Image recognition in Python with TensorFlow and Keras
Posted on June 14, 2019, Level intermediate Resource Length medium
One of the most common utilizations of TensorFlow and Keras is the recognition/classification of images. If you want to learn how to use Keras to classify or recognize images, this article will teach you how.
Tags python big-data data-science
Finding the cheapest flights for a multi-leg trip with Amadeus API and Python
Posted on June 3, 2019, Level intermediate Resource Length short
Vladimir Iakovlev is the author of this tutorial about finding cheapest flights for a multi-leg trip with Amadeus API and Python. Amadeus Travel APIs connect you to the richest information in the travel industry.
How to collect, customize, and centralize Python logs
Posted on April 17, 2019, Level intermediate Resource Length long
This is a detailed guide on hot topic -- how to collect, customize, and centralize Python logs. From pens of Emily Chang and Nils Bunge. this guide will show you how to configure this module to log all the data you need, route it to your desired destinations, and centralize your logs to get deeper insights into your Python applications.
Managing analysis workflows in geospatial data science with GNU Make
Posted on March 3, 2019, Level intermediate Resource Length long
Martí Bosch wrote this guide how to go about using Jupyter Notebooks while using iterative approach to both data analysis and software development. He will also explain how to avoid some bad practices. Many issues can be settled by choosing helpful file names, good organization, documentation and source control of the code.
How to make Python wait
Posted on February 14, 2019, Level intermediate Resource Length long
Posted by Miguel Grinberg this article explains various (in)correct ways of implementing threads for time when it is necessary to pause the running of the program until some external condition occurs.
Tags python programming learning
Building minimal Docker containers for Python applications
Posted on October 21, 2018, Level intermediate Resource Length short
Nick Joyce popular tutorial explaining how to keep Docker containers size to a minimum. The fewer bytes you have to shunt over the network or store on disk, the better. Keeping the size down generally means it is faster to build and deploy your container.
Tags python docker containers devops
Deep Learning with Python for beginners
Posted on October 5, 2018, Level intermediate Resource Length short
An article by Shailna Patidar in which she takes a look at Deep Learning with Python for beginners and explore the definition of Deep Learning as well as its main characteristics. Moreover, this article will go through Artificial Neural Networks and Deep Neural Networks, along with Deep Learning applications.
Learn how to create a Python GUI with PyQt5
Posted on September 25, 2018, Level intermediate Resource Length medium
Tutorial by Michael Herrmann explains how you can use PyQt5 to build a desktop app with Python. It covers everything from the best way to set up PyQt in 2018, to compiling your app and distributing it to other people's computers.
Django REST with React tutorial
Posted on September 17, 2018, Level intermediate Resource Length long
Valentino Gagliardi published on his blog tutorial how to do REST with Django framework 2 and React. If you need quick API prototype quickly and is build for development speed.
Building a RESTful blog APIs using Python and Flask
Posted on September 6, 2018, Level intermediate Resource Length long
Olawale Aladeusi blog post about building Application Programming Interface in Python. This shall be a very easy to learn path in creating RESTFUL API using Python and Flask micro-framework.
Tags python api apis microservices