XTIVIA BLOG
Solving JetRail Challenge With ARIMA
The objective of JetRail Prediction hackathon is to predict passenger traffic. Using SARIMA forecasting method, we forecast passenger traffic. A typical use case of time series is predicting seasonal data. Time series is a relatively new field in data science. Popular time series libraries are Prophet from Facebook and Orbit from Uber.
Creating a Liferay Docker Container on Apple Silicon
Now that there are ARMv8 native versions of MySQL and JAVA, there have been no issues running Liferay locally. But since many developers are running Liferay in a docker container, is the ARM ecosystem up to the challenge, while making sure our container stays compatible with traditional x64 machines? Let’s find out!
Hands-on Project With Sagemaker Autopilot
Amazon Sagemaker Autopilot is used to build, train and deploy machine learning models. Sagemaker is useful for creating machine learning models without an in-depth knowledge of machine learning. It automatically evaluates the data, creates features and creates machine...
Converting Components Between NextJS and Gatsby
NextJS and Gatsby are two of the most dominant frameworks in the ReactJS space. Both have great pluses and both are great choices to work with, making both great technologies to learn. A great way to learn both is recreating components in each. In this article we will go over...
Troubleshooting FSLogix Issues In Azure Virtual Desktop
This blog is a follow-up to my other blog, Setting up FSLogix with Azure Virtual Desktop, for troubleshooting common issues I have seen when using FSLogix with AVD. I will include steps to resolve them and other troubleshooting methods you can use when you run into problems...
Setting up FSLogix with Azure Virtual Desktop
Implementing FSLogix within your Azure Virtual Desktop environment provides an optimized experience for your end users. For example, a non-persistent Pooled Windows AVD host pool will allow the user to have a decreased sign-in time because user profiles are stored in the VHD(X)...
Understanding Bias and Behavior of AI Models With Sagemaker Clarify
Sagemaker Clarify is a popular tool for analyzing the intrinsic behavior of AI models. Typically it is used to explain model predictions. It is especially useful to understand the behavior of black box models and ensemble models. It is available on the AWS cloud, and integrates with other Sagemaker tools on the fly. We can invoke Sagemaker Clarify from Sagemaker notebooks.
Using react-jsonschema-form With Tailwind CSS and daisyUI
React-jsonschema-form, also known as RJSF, uses themes to override its rendered html. They may seem daunting, but thankfully you can copy RJSF’s core theme from its source code and customize it pretty easily. In this example we’re going to create a RJSF theme that uses daisyUI, a tailwind library that sits right on top of plain html tags, the famous react-select, and react-datepicker.
Using Contentful, SwiperJS and GSAP Together For Beautiful Content-Driven Animations
Knowing how to integrate multiple technologies together can open many new doors to what you can do with your websites. Two technologies that can work really well together are GSAP and SwiperJS. In this article we will look at creating a simple project that uses a SwiperJS carousel and GSAP’s ScrollTrigger plugin.
More About Microsoft® Power Platform – Power BI
In Rocky's previous blog, he discussed Microsoft's Power Platform with the main components of Power BI, Pages, Apps, Automate, and Virtual Agents. Now let us dig deeper and discuss each of these components independently. So let us start with Power BI. What is Power BI? A...