Artificial Intelligence

Using spatial data science to model populations + analysing educational equity in Tirana.Photo by Gledisa Golikja on UnsplashHello!This is part 2 of the urban resilience project (part 1 here) focusing on demographic trends in Tirana! In the first...

Amazon SageMaker provides a suite of built-in algorithms, pre-trained models, and pre-built solution templates to help data scientists and machine learning (ML) practitioners get started on training and deploying ML models quickly. You can use these algorithms and...

Learn how to use GPT-3.5 to do the heavy lifting for data acquisition, preprocessing, model training, and deploymentA lot of repetitive boilerplate code exists in the model development phase of any machine learning application. Popular libraries such as...

In this three-part series, we present a solution that demonstrates how you can automate detecting document tampering and fraud at scale using AWS AI and machine learning (ML) services for a mortgage underwriting use case. This solution rides...

Image by Author   We live in an era of artificial intelligence (AI) boom, where new large language models (LLMs) that can write like humans are released every week. These models can generate highly creative content, and unfortunately,...

More sophisticated approaches to solving even more complex tasks are now being actively developed. While they significantly outperform in some scenarios, their practical usage remains somewhat limited. I will mention two such techniques: self-consistency and the Tree of...

This post was co-authored by Brian Curry (Founder and Head of Products at OCX Cognition) and Sandhya MN (Data Science Lead at InfoGain) OCX Cognition is a San Francisco Bay Area-based startup, offering a commercial B2B software as...

Explore the cutting-edge multilingual features of Meta’s latest automatic speech recognition (ASR) modelMassively Multilingual Speech (MMS)¹ is the latest release by Meta AI (just a few days ago). It pushes the boundaries of speech technology by expanding its...

Amazon Kendra is a highly accurate and intelligent search service that enables users to search unstructured and structured data using natural language processing (NLP) and advanced search algorithms. With Amazon Kendra, you can find relevant answers to your...

Clustering of Twitter data with Python, K-Means, and t-SNETweet clusters t-SNE visualization, Image by authorIn the article “What People Write about Climate” I analyzed Twitter posts using natural language processing, vectorization, and clustering. Using this technique, it is...