How to Train a Linear Regression Model in TensorFlow

Content Overview Setup Solving machine learning problems Data Define the model Define a loss function Define a training loop The same solution, but with Keras Next steps In the previous guides, you have learned about tensors, variables, gradient tape, and modules. In this guide, you will fit these all together to train models. TensorFlow also includes the tf.Keras API, a … Read more

Few-Shot Learning in Remote Sensing: Trends, Gaps, and Future Directions

Table of Links Abstract and Introduction Backgrounds Type of remote sensing sensor data Benchmark remote sensing datasets for evaluating learning models Evaluation metrics for few-shot remote sensing Recent few-shot learning techniques in remote sensing Few-shot based object detection and segmentation in remote sensing Discussions Numerical experimentation of few-shot classification on UAV-based dataset Explainable AI (XAI) … Read more

Polygon’s Sandeep Nailwal Takes Over as Foundation CEO Amid Strategic Shakeup

Polygon co-founder Sandeep Nailwal has officially assumed the role of CEO of the Polygon Foundation, marking a pivot in the organization’s leadership makeup and a sweeping overhaul of the network’s longterm roadmap. Nailwal, who launched the project in 2017 when it was still called Matic Network, will consolidate control and reorient the team toward AggLayer … Read more

VivoPower to Deploy $100M in XRP on Flare, Add Ripple USD for Treasury Operations

VivoPower International (VVPW), the Nasdaq-listed company transitioning into a digital asset treasury play, has plans to put $100 million worth of XRP XRP tokens to work. The firm announced Wednesday it has partnered with layer-1 blockchain Flare FLR to deploy $100 million XRP to generate yield on its treasury holdings. The initiative marks the first … Read more

Samsung’s fridges now recognize family members by voice

Samsung’s latest smart fridges now support multi-voice recognition powered by the company’s Bixby assistant, which can be used to bring up personalized information on the built-in smart displays based upon which member of a household is speaking. Voice identification in smart home tech is nothing new, but with no successful Samsung-branded smart speaker line of … Read more

Smarter Satellite Vision with Few-Shot Learning

Table of Links Abstract and Introduction Backgrounds Type of remote sensing sensor data Benchmark remote sensing datasets for evaluating learning models Evaluation metrics for few-shot remote sensing Recent few-shot learning techniques in remote sensing Few-shot based object detection and segmentation in remote sensing Discussions Numerical experimentation of few-shot classification on UAV-based dataset Explainable AI (XAI) … Read more

Crypto Exchange Bullish Files for U.S. IPO as Digital Asset Enthusiasm Mounts: FT

Crypto exchange Bullish confidentially filed for a U.S. initial public offering, the Financial Times reported Wednesday, citing people familiar with the situation. The company aims to capitalize on renewed enthusiasm for digital assets driven by pro-crypto policy signals from the Trump administration and follows last week’s IPO of stablecoin issuer Circle (CRCL), whose shares soared … Read more

MongoDB 8.0 Upgrade Guide: What You Need to Know Before Upgrading

Have you ever wondered why updates and upgrades are so essential for any system? Well, it’s no secret: They ensure that systems remain relevant and efficient. With MongoDB, it’s no different. Whenever we think about updating, we seek efficiency, security, performance, and other benefits that come with updated systems. However, every update introduces changes that … Read more

How to Define, Save, and Restore Models in TensorFlow

Content overview Setup TensorFlow Modules Building Modules Waiting to create variables Saving weights Saving functions Creating a SavedModel To do machine learning in TensorFlow, you are likely to need to define, save, and restore a model. A model is, abstractly: A function that computes something on tensors (a forward pass) Some variables that can be updated … Read more

6 Breakthrough Few-Shot Learning Techniques for Remote Sensing

Table of Links Abstract and Introduction Backgrounds Type of remote sensing sensor data Benchmark remote sensing datasets for evaluating learning models Evaluation metrics for few-shot remote sensing Recent few-shot learning techniques in remote sensing Few-shot based object detection and segmentation in remote sensing Discussions Numerical experimentation of few-shot classification on UAV-based dataset Explainable AI (XAI) … Read more

Mastering MCP Server Management with ToolHive

In this blog, we’re delving into ToolHive, a small tool that makes managing and deploying MCP servers remarkably simple and safe. ToolHive transforms your development process by integrating container security and configuration automation, regardless of whether you’re using Cursor, GitHub Copilot, or other tools. Let’s install and run it on a brand-new Ubuntu virtual machine. … Read more

The Circle – A TV Critic’s Review And Descent Into Netflix Hell

I’ve been reviewing television for over fifteen years. I’ve sat through countless hours of reality show garbage, endured more seasons of dating competitions than any human should, and somehow managed to find redeeming qualities in shows that probably shouldn’t exist. But nothing—and I mean nothing—prepared me for the soul-crushing experience that is Netflix’s “The Circle.” … Read more

XRP Consolidates Near $2.28 Amid Slew of Wins for Ripple, XRPL

XRP XRP traded in a narrow range over the past 24 hours, consolidating between $2.27 and $2.32 as global trade tensions and diverging central bank policies weighed on investor sentiment. The digital asset demonstrated resilience amid broader market volatility, with strong buying interest emerging at key support levels. News Background Ripple’s regulatory wins in Dubai … Read more