Afiq Che Man | Influenza season ig

Stuck in a Machine Learning Rut? If you're spinning your wheels in ML, it's time for a change. Here's a no-BS guide to leveling up your ML game. Don't just skim the surface. Dive deep into ML fundamentals. Understand algorithms, not just use them. Basics are your ML backbone. ML is nothing without data. Get good at data preprocessing, cleaning, and visualization. Garbage in, garbage out. Remember that. Sharpen your coding skills. Python, R, whatever your flavor, know it inside out. Sloppy code equals sloppy results. Build stuff. Tutorials are great, but real learning happens when you're solving real problems. Get your hands dirty. ML moves fast. Stay updated. Read papers, follow leaders in the field, and experiment with new techniques. Join ML communities. Share your work, get feedback, and collaborate. Learning in isolation is a slow boat to nowhere. ML is a journey, not a destination. Keep learning, keep growing. The moment you think you know it all, you're obsolete.

Mandatory human-in-the-loop is a cybersecurity cop-out. People are giving agents more and more autonomy. We need solutions that accept that world because there is no stopping it. It's like telling people in the 90s to not use the internet to avoid getting hacked. Good luck.

“No weekend” Weh korang perlu kerja untuk 3 tahun je untuk spt pencen seumur hidup Rakyat yg lain kerja berdekad untuk dapat pencen Yes, public service kerja dia keras. Tapi privilege korang banyak

"A decade ago, AI was supposed to replace radiologists. Today, radiologists make more than $500,000 per year, and their employment continues to grow, see chart below. Reading scans is a task, not a job, and when the task gets cheaper, demand for the job grows."