Data Analysis in Python with Pandas Webinar

Data Science, Machine Learning, and AI are all trends dominating modern computing and revolve around one important thing – data. All that data needs, is to be cleaned, and transformed in specific ways, to take full advantage of the algorithms available. During this webinar, we’ll cover Pandas, one of the best libraries in Python to…

Data Analysis in Python with Pandas

During this webinar, we’ll cover Pandas, one of the best libraries in Python to clean, transform, and run a quick analysis on your data. We’ll also have a look at NumPy, a library that Pandas rely so heavily upon.
Docker + Python

Containerize a Python App in 5 Minutes

Python for better or worse has found cemented itself as the lingua franca of data science. With its rise in popularity also comes how it is deployed. Simultaneously with the rise in Python has also been the rise in container deployments. Like Python, containers are being used in data science as well to run processes…

Data Science for Developers Webinar

What exactly is data science?  How does one become a Data Scientist? Data Scientist has been labelled by the Harvard Business Review, as “the sexiest job of the 21st century.” A quick search of job search sites reveal that this field is in high demand. However, no one can agree on a common definition of…
Node Docker

Containerize a Node App in 5 Minutes

Node and Docker are a match made in heaven because the strengths of Node play to the strengths of Docker. Node microservices typically are built on top of the Express web server which can be configured with “just enough” server and run an application. Additionally, the Node package manager, NPM, makes installing and running Node…

Creating Web Apps for Your Machine Learning Models with Dash

In the last post, we created APIs for our machine learning models so they could be deployed and clients could invoke them. However, what if you just wanted a simple web page that included interactive and attractive graphs? That’s where Dash comes to the rescue. Dash is similar to Shiny, a framework to build interactive…

Getting Started with Angular 5

This webinar will explore the essentials of building components, templates, data binding, and handling events. If you are looking to jump start your Angular 5 development this webinar is for you. Click here to get the demo code from the webinar.  In this recorded Wintellect webinar you will learn: Brief overview of Angular 5 How…

Using SSH with Visual Studio Team Services

In April 2016, Visual Studio Team Services introduced support for using SSH to connect to Git repositories. Over the summer of 2017, Microsoft made a number of improvements to reduce latency and improve performance for Git connections. These changes take advantage of Azure Traffic Manager to route the traffic over the Azure Global Network. According…

Creating a Machine Learning Web API with Flask

In our previous post, we went over how to create a simple linear regression model with scikit-learn and how to use it to make predictions. But, that’s not very useful for anyone other than the creator of the model since it’s only available on their machine. In this post, we’ll go over how to use…

Modernizing Legacy Apps with Containers Webinar

Rewriting applications is a costly endeavor. Sometimes the benefits do not outweigh the costs. A rewrite though isn’t the only way to modernize apps – one approach can be to use containers. Containers offer pathways to enable legacy apps to take advantage of cloud technologies and CI/CD tools. In this webinar, we’ll look at how…