When talking about Amazon Web Services (AWS), most people associate it with Amazon’s online shopping platform. However, if you’re familiar with the “Web Services” aspect, this blog will interest you. Over the summer, I had the opportunity to participate in a training course regarding the Well Architected Partner Program. In this post, I will talk […]
Tag: aivix
Uploading Json data to an on-premise REST API using Azure Data Factory and Azure Databricks
The goal of this exercise is to upload some data we read from csv files, structure them as Json and upload the data to a REST API. The catch is that we are uploading this data to an on-premise API from our azure cloud. The API requires authentication via an access token, and the API […]
Exploring the potential of Databricks Assistant: the future of Data Lakehouse interaction?
On the past Databricks Data & AI Summit (2023), Databricks announced LakehouseIQ, an AI-powered engine that helps you get more insights in your data lakehouse, and facilitate interaction with it. While there is no official release date published for LakehouseIQ, Databricks just released the Databricks Assistant, an AI-based companion that helps you coding and interacting […]
Explaining AI: Interpreting using SHAP
The possibilities of Machine Learning models are almost limitless. Ranging from predicting customer churn over determining the right discount to maintaining your machines using predictive maintenance. The outcome of a machine learning model is often straightforward: a zero or one in classification problems, a continuous number in case of a regression problem. However, companies might also be interested in understanding how ‘the number’ […]
ChatGPT: the future of natural language processing is here!
Are you looking for a way to improve your natural language processing systems? Look no further than ChatGPT, the latest and most advanced language model from OpenAI. In this blog post, we will introduce ChatGPT and explain its capabilities and potential uses. Whether you’re a business owner, a developer, or simply someone who is interested […]
Connecting and Using MS Graph in Azure Data Factory
Companies are creating more and more data, on which they want to gain insights. One valuable source of data is data from within the company itself, from the companies’ structure. For this type of data, the MS Graph API is something to look at. The API provides a single endpoint to access all kinds of […]
Feature Store
Everyone who has already come in touch with data science, has already heard of features used in such models. One aspect that can become quite challenging, is reusing features in a consistent way, across several team members, projects and in environments. In this article, I will explain the most commonly used way to resolve these […]
How ALM streamlines BI projects: Azure DevOps
Application Lifecycle Management (ALM) refers to a (software) development process which has been setup in a governed and easy-to-manage way. ALM provides added value to the development team, project managers and the business users. While ‘ALM’ is mostly coined by pure software development projects (…written in 100% programming languages), BI projects (which are by nature […]
How ALM streamlines BI projects: Azure DevOps
Application Lifecycle Management (ALM) refers to a (software) development process which has been setup in a governed and easy-to-manage way. ALM provides added value to the development team, project managers and the business users. While ‘ALM’ is mostly coined by pure software development projects (…written in 100% programming languages), BI projects (which are by nature […]
Process Mining: Understanding Simple Process Discovery Techniques using Python
Hi and welcome to this blog on process mining Process mining is a set of techniques used in the field of process management and improvement which supports the analysis of processes based on event logs. Process Mining is able to fire different algorithms on a certain event log to identify patterns and trends in your […]
