Articles filed in category 'python'

Building Dashboards Using Bokeh

By: Wei-Meng Lee

Last updated: Wednesday, August 31, 2022

Published in: CODE Magazine: 2021 - November/December

Wei-Meng shows you how to use charts and graphs to both display data and to let users interact with data. It’s all done with a Python library called Bokeh.

• Data Visualization
• Python

Building Command Line Utilities in C# and Python

By: Rod Paddock

Last updated: Wednesday, August 31, 2022

Published in: CODE Magazine: 2021 - July/August

Rod whips up a quick app to help a friend and ends up discovering some pretty cool multi-platform features that are part of command line utilities.

• .NET 5
• .NET Core
• .NET Core Tools
• .NET Framework
• C#
• Command Line
• Python

Big Data and Machine Learning in .NET 5

By: Jeremy Likness, Bri Achtman

Last updated: Wednesday, August 31, 2022

Published in: CODE Focus Magazine: 2020 - Vol. 17 - Issue 1 - .NET 5.0

Learn about .NET for Spark and ML.NET to help .NET 5 applications better use big data and machine learning (ML). This article includes a code walkthrough.

• Big Data
• Data Warehousing
• Machine Learning
• Python

Introduction to Deep Learning

By: Wei-Meng Lee

Last updated: Wednesday, August 31, 2022

Published in: CODE Magazine: 2020 - March/April

Learn about deep learning, and a bit about the math involved, in this overview of a very complex topic, including activation functions, backpropagation, TensorFlow and Keras, how to train a neural network and more.

• Artificial Intelligence
• Python
• Scikit-Learn

Code Smells Are Universal

By: Rod Paddock

Last updated: Thursday, December 16, 2021

Published in: CODE Magazine: 2019 - September/October

Rod sniffs out some questionable code.

• Editorials
• Java Script
• JavaScript
• Python

AI for Absolute Beginners

By: Sahil Malik

Last updated: Wednesday, November 10, 2021

Published in: CODE Magazine: 2019 - May/June

If you’ve been thinking that Artificial Intelligence and Machine Learning are a bit out of your league, think again. Sahil shows that you’re already using and benefiting from it, and you can create it too.

• Artificial Intelligence
• Big Data
• Machine Learning
• Python

Natural Language Understanding with LUIS

By: Sahil Malik

Last updated: Friday, April 16, 2021

Published in: CODE Magazine: 2018 - September/October

In this next installment of his exploration into artificial intelligence, Sahil show you how to get LUIS to understand even if you misspell or mispronounce something.

• Artificial Intelligence
• Business Intelligence
• LUIS
• Machine Learning
• Python

Learn Python with Visual Studio

By: Nicola Iarocci

Last updated: Thursday, April 22, 2021

Published in: CODE Magazine: 2018 - July/August

Python has long been the favorite language of open-source developers. Nicola shows Windows and iOS developers how to take advantage of Python’s many qualities using Visual Studio.

• .NET 4.5
• Artificial Intelligence
• Machine Learning
• Python
• Scikit-Learn
• Visual Studio
• Visual Studio 2017

Understanding Blockchain: A Beginners Guide to Ethereum Smart Contract Programming

By: Wei-Meng Lee

Last updated: Monday, April 26, 2021

Published in: CODE Magazine: 2018 - May/June

If you need your data secure, there’s probably no better way to ensure it than a Blockchain. Wei-Meng explains how it all works and then helps you build your own.

• Artificial Intelligence
• Bitcoin
• Blockchain
• C#
• Java Script
• JavaScript
• Python
• Security

Introduction to the R Programming Language

By: Wei-Meng Lee

Last updated: Friday, April 30, 2021

Published in: CODE Magazine: 2018 - March/April

Learning R sets you up for creating machine learning projects. Wei-Meng takes a close look at the language, which can implement a wide variety of statistical techniques, tests, analysis, classification, clustering, and can help you produce publication-quality graphs.

• Artificial Intelligence
• Business Intelligence
• Data
• Data Science
• Machine Learning
• Python
• R

Implementing Machine Learning Using Python and Scikit-learn

By: Wei-Meng Lee

Last updated: Tuesday, May 11, 2021

Published in: CODE Magazine: 2017 - November/December

Instead of implementing machine learning algorithms manually, Wei-Meng found that someone else had already done the hard part. Come along as he explores a Python tool, called Scikit-learn, and builds a couple of models.

• Business Intelligence
• Machine Learning
• Python
• Scikit-Learn

Improving Code Quality with Unit Tests

By: Keith Pijanowski

Last updated: Thursday, May 13, 2021

Published in: CODE Magazine: 2017 - September/October

Insufficient testing can lead to devastating results. Find out what you can do to minimize outages as Keith explores unit testing using a Python tool called Coverage.py.

• Agile Development
• Coverage.py
• Python
• Testing
• Testing and Quality Control
• Unit Testing

Python 3000 Just Turned 3000 Days Old

By: Michael Kennedy

Last updated: Friday, May 21, 2021

Published in: CODE Magazine: 2017 - May/June

It’s not a new product, but Michael shows you some tips and tricks that you might not know and that will make coding in Python a joy

• Python

Improve Code Quality Using Test Coverage

By: Keith Pijanowski

Last updated: Wednesday, August 31, 2022

Published in: CODE Magazine: 2017 - January/February

Every system needs to be tested before being set loose on an unsuspecting public. Keith uses Coverage.py to figure out how much information about code is enough, and what kinds of statistics and measurements can make you confident that your work will endure whatever a user throws at it.

• Agile Development
• Coverage.py
• Python
• Testing and Quality Control

Introduction to Data Science using Python

By: Wei-Meng Lee

Last updated: Wednesday, August 31, 2022

Published in: CODE Magazine: 2016 - November/December

If you’re curious about Data Science or Python—and if you’re interested in the Internet of Things, you should be—you’ll find this introduction both important and exciting. Wei-Meng makes it all clear for us by explaining the basics.

• Business Intelligence
• Data
• Data Science
• Data Warehousing
• Python

Python for C# Developers

By: Michael Kennedy

Last updated: Wednesday, September 8, 2021

Published in: CODE Magazine: 2014 - July/August

Michael compares Python to .NET and C#, and shows us why you’d want which one and when.

• .NET Framework
• Python

Introducing IronPython

By: Pierson, Harry

Last updated: Tuesday, February 19, 2019

Published in: CODE Magazine: 2008 - September/October

IronPython is easy to learn yet surprisingly powerful language for .NET development. In this article, I’ll introduce you to IronPython and demonstrate it differs from C# and Visual Basic while still allowing you to leverage your existing .NET knowledge.

• .NET 3.5
• .NET 4.0
• Dynamic Programming
• Other Languages
• Python

2 - Making Software a Service

Last updated: Saturday, January 18, 2020

Published in: Book Excerpts

“This excerpt is from the book, ‘Building Applications in the Cloud: Concepts, Patterns, and Projects’ by Christopher Moyer. (Pearson/Addison-Wesley Professional, April 2011, ISBN 0321720202, Copyright 2011 Pearson Education, Inc. For more information, please visit the publisher site: www.informit.com/title/0321720202)

• .NET 3.5
• .NET 4.0
• .NET Framework
• Analysis Services
• Book Excerpts
• Build and Deploy
• Cloud Computing
• Continuous Integration
• Data
• Distributed Computing
• Patterns
• Python
• Services
• Windows Azure

Hit the Ground Running with MongoDB and Python

Last updated: Friday, February 22, 2019

Published in: Book Excerpts, Newsletters

Stephen B. Morris describes how to get started with MongoDB and Python. As usual with Python, you can get productive quickly, without worrying about complex IDEs. MongoDB has a simple data model and easy-to-understand semantics, giving you a handy on-ramp to this interesting technology.

• Book Excerpts
• MongoDB
• NOSQL
• Python