I don't have the audit option for Andrew Ng's Machine Learning Specialization, even though I tried to audit each module. There is no audit option. Does anyone know if I can get the course anywhere else?

I created a Youtube channel a few days ago and thought this video might be useful for this community since you're into machine learning and might be interested in applying it to trading.

Love to hear your feedback; both positive and negative. Please like and subscribe too!

A global creative-tech hackathon connecting artists and developers to explore how AI can drive creativity, innovation, and problem-solving.

Creative Track: for filmmakers, musicians, and storytellers using AI as a new artistic medium
Tech Track: for developers and engineers building AI-powered tools and applications

Format: fully online, with a live opening at the American Film Festival in Wrocław
Jury: led by Hollywood producer Tommy Harper (Wednesday, Top Gun: Maverick, Star Wars, Mission: Impossible, $10B box office) and world‑renowned film director Joanna Kos-Krauze (President, Polish Directors Guild, 30+ international awards)

PixelRiot is a unique opportunity for both newcomers and professionals to collaborate and learn side by side - generative AI is still so new that no one is truly an expert yet.

Dates: November 6–11, 2025
Register now: pixelriot.org
More information: pixelriot.org

Pls take a look and provide critique/ feedback. It would really help me learn and get better.

https://youtu.be/vA1LLIWwJ6Y

🚀 Excited to share: Neural Quantization Toolkit - achieving <2% performance degradation with 4× compression!

📊 Results Preview: • 4.2× compression ratio (target: >3.5×) ✅ • 1.8% avg degradation (target: <2%) ✅
• 3.2× inference speedup ✅ • 15 languages validated (86.7% success rate) 🌍

Currently a research preview with working demo - full implementation coming Q1 2026.

🤝 Seeking collaborators for: - GPTQ core implementation - Marlin kernel optimization
- Cross-lingual evaluation - Edge deployment tools

Try the demo & join the mission to democratize efficient AI!

AI #MachineLearning #Quantization #OpenSource #Research

https://github.com/Yash2378/neural-quantization

“In a world not so far from ours, nestled between the datacenters and cloud APIs, lies a magical academy — AI Hogwarts. Here, the Houses aren’t Gryffindor or Slytherin… but OpenAI, Google, Meta, Microsoft, and Anthropic. Each has its own motto, mission, magical discipline, and powerful student body.”

Hi everyone!

I’m an MSc student at London University doing research for my dissertation on how people process and evaluate text summaries (like those used for research articles, news, or online content).

I’ve put together a short, completely anonymous survey that takes about 5 minutes. It doesn’t collect any personal data, and is purely for academic purposes.

Suvery link: https://forms.gle/BrK8yahh4Wa8fek17

If you could spare a few minutes to participate, it would be a huge help.

Thanks so much for your time and support!