Data-Driven Decisions with Causal AI
What happens if I take a certain decision? 🤔 Unlike traditional machine learning, which focuses on correlation, Causal AI seeks to uncover cause-and-effect relationships, helping us to understand and quantify the impact of interventions. Looking at the what-if scenarios and counterfactuals, Causal AI offers a more nuanced understanding of complex systems and processes. Regardless whether your field is called healthcare, ESG in finance, diplomacy or public policy, your decisions have Read More
No reliable data, no net-zero journey
Without reliable ESG data, there can be no net-zero journey. ❎ During their journey towards sustainability, companies often struggle with manual data accuracy and consistency checks. In one of my latest projects, I used a powerful Python library that can help streamline your ESG data evaluation pipeline: Great Expectations. 🚀 By setting up expectations/validation rules for your data, Great Expectations can automatically check your data for things like missing values, Read More
How artificial intelligence changes consular processes
How artificial intelligence changes consular processes. 🤖📁 The public sector is experiencing a massive transformation with the advent of Artificial Intelligence. From improving government processes to providing better public services, AI is changing the way the public sector operates. This development also affects the way consular services are carried out. Here are 4 potential use cases that can be beneficial: 🗣️Language Identification: Latvia and Germany have been testing automatic speech Read More
5 ways how artificial intelligence changes diplomacy 💻🤝
Diplomacy x Data As the world becomes increasingly complex, the role of diplomacy in maintaining peace and stability has never been more important. With the advancements in AI, diplomats now have access to new tools and technologies to support their efforts. Will AI-based agents soon represent us at diplomatic negotiations? ♟️ Media Monitoring: diplomatic negotiations are influenced by the way political actors comment on them. AI-based monitoring enables diplomatic teams Read More
How to integrate Python, Tableau, and Web Development for a project?
Working with data during the past years, I have had to hand in countless reports, but I often felt dissatisfied with the static nature of PDF and PowerPoint reports. During our data visualization project at IE School of Human Sciences and Technology (HST) comparing the progress made on the UN Sustainable Development Goals between Australia and New Zealand, Disha Saxena and I created a dynamic report with Tableau hosted on GitHub Pages after cleaning Read More