Inside OpenAI’s MLE-Bench: A New Benchmark for Evaluating Machine Learning Engineering Capabilities of AI Agents
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Think Your Business Processes Are Fine? AI Process Mining Says Otherwise
Author(s): Konstantin Babenko Originally published on Towards AI. Source: Image by ARMMY PICCA on Shutterstock Process mining is an advanced data analytics technique to visualize, analyze and optimize business processes. It extracts knowledge from event logs recorded by information systems to offer …
How AI Applications are changing Healthcare
Author(s): Igor Novikov Originally published on Towards AI. Image by Freepik There have been a lot of changes recently in AI and the situation is evolving every day. It started proliferating in every industry, including healthcare and well-being. Now, healthcare is a …
From Data Scientist to C-Suite: Making of Chief Data and Analytics Officer
Author(s): Shreepada Rao Originally published on Towards AI. A structured approach to becoming a CDAO This member-only story is on us. Upgrade to access all of Medium. Photo by Samuel Scrimshaw on Unsplash Gartner says By 2025, Chief Data and Analytics Officers …
A CNN-based Scoliosis Screening and Monitoring Algorithm Using Bare Back Images
Author(s): Bryan Chiu Originally published on Towards AI. Bryan Chiu I. Adolescent Idiopathic Scoliosis Affecting approximately 2–5% of the global population, adolescent idiopathic scoliosis (AIS) is a condition marked by an abnormal lateral curvature of the spine, measuring 10 degrees or more, …
Building A Robust and Efficient AWS Cloud Infrastructure with Terraform and GitLab CI/CD.
Author(s): Julius Nyerere Nyambok Originally published on Towards AI. Historically, cloud infrastructure management involved manual configuration on web consoles or command line interfaces. This approach was prone to human errors, inconsistencies, and maintaining version controls. The growing complexity of cloud environments and …
Towards Artificial General Intelligence (AGI) — and what is in store for us? (a hype story)
Author(s): Shashwat Gupta Originally published on Towards AI. Recently, there has been much debate about AI outside the tech industry, particularly concerning AI regulations in the US, UK, EU, and the two publicly signed AI safety letters last year: the Future of …
Can We Reach Google’s MLOps Level 2 With Solely Self-hosted OSS?
Author(s): Houssem Ben Braiek Originally published on Towards AI. Photo by Jef Willemyns on Unsplash That’s not my answer, that’s what ChatGPT told me. You can see it below. Figure 1: Disclosure of my discussion with ChatGPT In May 2021, Google released …
Business Success With AI: How Can You Tell if Your AI Models Are Helping Your Business?
Author(s): Miguelcachosoblechero Originally published on Towards AI. Photo by Fleur on Unsplash You’ve trained your AI model, the performance metrics look promising, and your team is eager to deploy it to drive business results. But then, the crucial question arises: Will this …
A Practical Approach to Using Web Data for AI and LLMs
Author(s): Towards AI Editorial Team Originally published on Towards AI. As businesses and researchers work to advance AI models and LLMs, the demand for high-quality, diverse, and ethically sourced web data is growing rapidly. If you’re working on AI applications or building …
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