Stanford free AI course - Transformers & LLMs (CME295)

If you’re fascinated by cutting-edge artificial intelligence and want to understand one of the most transformative technologies in modern AI, the Transformers YouTube playlist from Stanford Online is a must-watch resource. This thoughtfully curated playlist brings together videos that dive deep into Transformer architectures — the foundations behind powerful models like GPT and BERT that power natural language understanding and generation today. (YouTube)

What sets this playlist apart is its academic quality combined with accessible explanations. The content is delivered by Stanford educators and researchers, giving you insights directly from one of the world’s leading institutions in AI research. Whether you’re a student, a developer, or simply an enthusiast eager to stay ahead in the AI revolution, these videos break down complex ideas like self-attention and sequence modeling in ways that are both clear and engaging. (YouTube)

from the web : Why use a route map for redistribution?

The post explains why using a route-map when redistributing routes between protocols (like RIPv2 into OSPF) is important: without one, a router will redistribute all routes indiscriminately, which can cause routing loops, security issues, or unintended route propagation. A route-map gives fine control over which prefixes are shared and allows modification of route attributes such as metrics, metric types, and tags before redistribution. The article walks through a lab topology where RIPv2 routes from one router are selectively redistributed into an OSPF domain using access lists and a route-map that sets different metrics for specific prefixes, demonstrating the configuration and the resulting routing table.

Free Seamless Mult-Computer Control with Deskflow

 

I tried Deskflow, the open-source keyboard and mouse sharing solution that lets you control multiple computers as one. Whether you’re working across Windows, macOS, Linux, or BSD machines, Deskflow turns your primary computer’s keyboard, mouse, and clipboard into a command center for all nearby systems — all without extra hardware or video switching. It’s like having a software KVM that actually simplified my setup, and love that its open source under the GPL-2.0 license.  

Reserving an IP on a Cudy Router Without Losing Your Mind

If you’ve ever gone hunting for a simple “DHCP Reservation” option on a Cudy router, you’ve probably discovered that Cudy likes to play a little game of hide-and-seek with its terminology. The feature is there, it works well, but it’s not always called what you expect. That’s why reserving an IP on a Cudy router is one of those tasks that feels harder than it should—until you know where to look. Once you crack the language barrier, though, the process is straightforward and incredibly useful.

The big benefit of reserving an IP address is consistency. Devices like printers, servers, or cameras really don’t appreciate surprises, and neither do the apps or computers that talk to them. By reserving an IP, you’re telling your router, “Hey, this device gets this address every time—no exceptions.” In my case, I used an HP DeskJet 2600 as the example in the video, because printers are famous for breaking the moment their IP address changes. One reservation later, and those “printer not found” errors magically disappear.

Free Stanford AI course - LLM Evaluation & Scaling

 

If you’re looking to elevate your understanding of deep learning and neural networks, this YouTube playlist is an invaluable resource you won’t want to miss. Carefully curated to take you from core fundamentals to advanced techniques, this collection of expert-led videos breaks down complex topics into lessons that are easy to follow and rich in insight. Whether you’re a beginner just stepping into the world of AI or a seasoned coder aiming to sharpen your skills, this playlist has something to offer at every level. 

What makes this playlist truly stand out is its focus on clarity and depth. Each video takes the time to explain not just how algorithms work, but why they work — giving you a deeper intuition that goes beyond memorization. From learning the mathematical foundations of machine learning to exploring hands-on coding examples and real-world applications, the playlist builds your confidence step by step. The result is a learning journey that feels structured, supportive, and highly informative.