IdeatoLife’s Post

Mastering Stable Diffusion: An Expert’s Guide Explore the intricacies of training Stable Diffusion models through this comprehensive guide, merging machine learning with image generation. Read more on: https://lnkd.in/dQ38W72B #stablediffusion #artificialintelligence #software

I’m happy to share that I’ve obtained a new certification: The Systems Modeling Language (SysML®) v1.6 #Systems_Engineer #Modeling_Language #SysML

Researchers develop AI-driven machine-checking method for verifying software code

This week, I’m exploring Operating Systems to understand how they work behind the scenes. Using this resource: https://shorturl.at/Fjp1P to guide me #learning #software_engineering

If you're interested in playing around any ML/AI workloads on a local machine, check out this video from Sourish Kundu. You don't necessarily need to start by building a PC such as this, but it's an excellent end-to-end overview of software, configurations, and some underlying architecture.

Get to know SysML v2 in-depth! Here are the key moments from our presentation by presenters Sandy Friedenthal (Consultant @ SAF Consulting) & Ed Seidewitz (CTO @Model Driven Solutions): https://bit.ly/3LGCm9j From 02:06 - Background From 11:29 - Key Elements and Metamodel From 15:05 - Textual Representation From 28:17 - Instances From 40:44 - Graph Visualization From 48:36 - Transformation Specification From 01:05:37 - Design Principles From 01:18:07 - Trade-Offs From 01:19:45 - Feature Memberships From - 01:34:27 - Pilot Implementation #SysML #Standards #systemsengineering #MBSE #engineering

Difference between AI development and normal software development: Before: Run 'pip install' on my local laptop (essentially free?) and go for a coffee break. After AI: Run 'pip install' on a GPU instance thats being charged at $$ per hour and go for coffee break and come back to see network failure.

In embedded systems, a proper use of data structures is key to ensure optimal performance and resource management. Two of the options we have are: 𝟏. 𝐋𝐨𝐨𝐤𝐮𝐩 𝐓𝐚𝐛𝐥𝐞𝐬 𝐟𝐨𝐫 𝐅𝐚𝐬𝐭 𝐀𝐜𝐜𝐞𝐬𝐬: In implementing finite state machines for protocol stacks, lookup tables (arrays) are one of the best solutions. They provide O(1) time complexity for state transitions, ensuring extremely fast and efficient state determination. 𝟐. 𝐂𝐢𝐫𝐜𝐮𝐥𝐚𝐫 𝐁𝐮𝐟𝐟𝐞𝐫𝐬 𝐟𝐨𝐫 𝐑𝐞𝐚𝐥-𝐓𝐢𝐦𝐞 𝐃𝐚𝐭𝐚 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠: Handling incoming data from serial communication interfaces requires continuous and efficient data storage. Circular buffers (ring buffers) offer O(1) time complexity for insertion and removal, minimizing latency and enhancing real-time data processing. #EmbeddedSystems #DataStructures #PerformanceOptimization #EmbeddedSystems #Coding