Author: Admin

In this article, you will learn how to train a Scikit-learn classification model, serve it with FastAPI, and deploy it to FastAPI Cloud. Topics we will cover include: How to structure a simple project and train a Scikit-learn model for inference. How to build and test a FastAPI inference API locally. How to deploy the API to FastAPI Cloud and prepare it for more production-ready usage. Train, Serve, and Deploy a Scikit-learn Model with FastAPIImage by Author Introduction FastAPI has become one of the most popular ways to serve machine learning models because it is lightweight, fast, and easy to…

Healthcare’s most valuable AI use cases rarely live in one dataset. Multimodal data integration—combining genomics, imaging, clinical notes, and wearables—is essential for precision oncology and early detection, yet many initiatives stall before production.Precision oncology requires understanding both molecular drivers from genomic profiling and anatomical context from imaging. Early detection improves when inherited risk signals meet longitudinal wearables. And many of the “why” details—symptoms, response, rationale—still live in clinical notes.Despite real progress in research, many multimodal initiatives stall before production—not because modeling is impossible, but because the data and operating model aren’t ready for clinical reality. The constraint isn’t model sophistication—it’s…

It’s quite clear that agentic coding has completely taken over the software development world. Writing code will never be the same. Shoot, it won’t be long before we aren’t writing any code at all because agents can write it better and faster than we humans can. That may already be true today.  But there is more to software development than merely writing code, and those areas—source control, documentation, CI/CD, project management—are ripe for some serious disruption from AI as well. Those areas may well be hit harder than coding itself.  I would imagine that if you were in the business…

Months became hours, days became minutes, and cloud bill surprises became a thing of the past — here’s how ThousandEyes solved it for itself as Customer Zero before solving it for you.  The Visibility Crisis No One Warned You About When enterprises move to the cloud, they gain speed, scale, and flexibility. What the migration guides don’t mention is what you lose: the ability to see your own network.  For decades, visibility was a given. You owned the hardware, traced the cables, and knew exactly where a problem lived. The cloud changed that entirely. Infrastructure spins up and disappears in…

San Diego’s Demand for Battery Storage Remains Jason Anderson   |   Energy Storage At the end of March 2026, California’s energy grid reached a milestone as battery storage provided a record-breaking 40 percent of the state’s electricity during the critical evening hours when our grid is most strained. It is clear: batteries are now the backbone of the state’s power grid.   The recent withdrawal of the Seguro battery storage project after five years of planning highlights a frustrating disconnect.   Seguro is gone, but San Diego’s demand for batteries remains.   Battery storage keeps the power on and our homes…

Enterprise deployments of IoT systems often face IoT scaling challenges if moving from pilot projects to large-scale operations, including connectivity issues. Early-stage deployments typically focus on devices and data collection. Scaling, however, requires consistent network access and cross-border operability.Industry estimates from GSMA place global IoT connections in the tens of billions, increasing the demand on connectivity infrastructure.In automotive applications, connected vehicle systems rely on continuous data exchange between vehicles and cloud services. Systems support functions like telematics and over-the-air software updates, while enabling real-time diagnostics. Maintaining connectivity in regions entails dependencies on local telecom networks and roaming agreements, plus regulatory…

Apple’s CEO transition will undoubtedly impact the whole company to varying degrees, including its services division. A new report sheds light on how John Ternus might approach the Apple TV streaming service specifically. Incoming CEO John Ternus might have bigger ambitions for Apple TV John Ternus, Apple’s incoming CEO, built his career in hardware. Though he recently took on design leadership too, Ternus’s expertise has always been hardware. As a result, fans of Apple services like Apple TV may wonder about the future of those efforts. Hollywood has long questioned whether Apple’s streaming efforts are a long-term strategy or short-term…

A preclinical mouse study found that a light-activated nanomedicine strategy helped pancreatic tumors take up more irinotecan, lowered key resistance mechanisms, and triggered broader antitumor immune activity. Study: Photodynamic Priming and Minocycline Overcome Chemoresistance by Reprogramming the Pancreatic Tumor Immune Microenvironment In Vivo. Image Credit: Saiful52/Shutterstock.com A study published in Advanced Science describes a nanotechnology-based treatment strategy for pancreatic ductal adenocarcinoma (PDAC), one of the hardest cancers to treat. In mouse models, the approach combined photodynamic priming, minocycline-based tumor sensitization, and light-triggered irinotecan delivery through photoactivatable liposomes. These interventions showed successful in improving drug accumulation in tumors, reducing resistance markers,…

According to IBM’s Cost of a Data Breach 2025 report, the average cost of a corporate data breach in the United States was $10.22 million, up 9 percent from 2024, due to higher regulatory fines and detection and escalation costs. Data breaches disrupt operations, often resulting in loss of data, harm to organizational reputation, fines, and significant costs to restore systems and recover.Data breaches remind us of the importance of cyber resilience as an essential element of survivability and continuity of operations for all organizations, especially those operating mission-essential systems, high-value systems, and/or critical assets. Resilience is also critical to…

For years, finance organizations have industrialized operations through Enterprise Resource Planning (ERP) standardization and workflow tools leveraging automation, analytics, and chatbots. This improved efficiency in repeatable processes. However, a large portion of finance work remained untouched, particularly work shaped by exceptions, handoffs, approvals, policy interpretation, and follow-through.   Generative AI (gen AI) improved search, drafting, and insight generation. It made finance teams faster. However, it did not fundamentally change how finance work gets executed.  That is why the current wave of interest in agentic Artificial Intelligence (AI) matters. The ambition is no longer limited to helping finance teams think faster. It is increasingly about helping them act faster.  As enterprises move from experimentation to deployment, the conversation is shifting from broad promise to practical questions: where can agentic AI create…