Photo by Sebastian Unrau on Unsplash One of the most challenging AI tasks is identifying the speaker’s language for the purpose of subsequent speech-to-text conversion. This problem might arise, for example, when people living in the same household and speaking different languages use the same voice-control device such as a garage lock or a smart home system. In this series …
Monitoring All the actions and goals defined in your data quality strategy need to be actively monitored. Utilising monitoring tools that can build alerts and communicate through various channels is essential for early detection. Also it is crucial to log your incidents, and categorise them based on their impacted dimensions. This practice allows you to focus your attention on specific …
Exploring a greedy solution to the stock cutting problem Contents Motivation of the stock cutting problem Quick overview of NP-Hard problems Encoding the stock cutting problem into Python The greedy algorithm Comparison to exhaustive search in low n-space Comparison to random search in higher n-space Conclusion Motivation of the stock cutting problem I’m a data scientist by trade. While my …
In the modern world, our conversations with computers have grown exponentially. But alas, these technological marvels are oblivious to our emotions, which can be inconvenient. In this article, I am trying to unveil the intriguing approaches to detecting emotions through advanced technical means. And not just that, I will also regale you with the tale of a groundbreaking procedure developed …
Unleashing narrative power: can data storytelling and dashboards coexist? The phrase “storytelling with data” has been enjoying a surge in popularity recently. This trend is evident for me in the growing viewership of my articles and the increasing number of attendees at the workshops I facilitate on this topic. Concurrently, there has been an encouraging uptick in the valuable resources …
In the Monte Carlo method, the pi estimate is based on the proportion of “darts” that land inside the circle to the total number of darts thrown. The resulting estimated pi value is used to generate a circle. If the Monte Carlo estimate is inaccurate, the circle will again be the wrong size. The width of the gap between this …
Capital market players can now bid farewell to lengthy and cumbersome KYC registration processes, thanks to CAMSKRA’s AI-embedded KYC solution. Leveraging the power of artificial intelligence, this new offering promises seamless and lightning-fast customer onboarding, revolutionizing how businesses verify their clients. Let’s dive into the details and discover how this innovative technology is set to change the game for the …
Amazon Kendra is an intelligent search service powered by machine learning (ML). Amazon Kendra reimagines search for your websites and applications so your employees and customers can easily find the content they are looking for, even when it’s scattered across multiple locations and content repositories within your organization. Amazon Kendra supports a variety of document formats, such as Microsoft Word, …
Should we halt the race to pass the Turing Test? Has Data Quality caught up with LLMs? Are we designed to be deceived? Photo by Author (not an MIT Employee) taken at the MIT Museum in July 2023 — if you live in the Boston area you should check out this exhibit! For those of you not familiar with the …
As artificial intelligence (AI) advances, the ability to generate and manipulate hyper-realistic images is becoming increasingly accessible. While generative AI technology offers immense potential for creative expression and problem-solving, it raises concerns about potential misuse. To address this challenge, MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) researchers have developed “PhotoGuard,” an innovative technique that uses AI to protect against …