Thanks X for wishing

🚀 Today I launched my first email campaign for amigsol.com
It’s exciting to see our first step toward connecting with professionals and sharing what we build.
Always open to feedback or suggestions from the community — what’s your best tip for improving open rates and engagement?

Training data is the silent hero behind any AI its quality,diversity,and balance define your model’s limits.In 2025,dataset sizes double every eight months,pushing us toward synthetic data techniques but beware “model collapse” risks arise when models train on their own outputs.
#AI #TrainingData

“Dataset” isn’t just data —it’s your model’s voice, behavior, and future. With recent tools like Generative Data Refinement (GDR) rescuing “discarded” text and breakthroughs like TabPFN for lightning-fast tabular predictions, the data era is shifting.
#DataScience #MachineLearning #DatasetInnovation

Algorithms power everything from simple calculations to advanced machine learning models.They’re step-by-step instructions that solve problems efficiently and reliably. Understanding how algorithms work can unlock smarter and better decisions. How are you harnessing algorithms to drive innovation?🤔

Deep learning mimics the human brain to unlock powerful AI insights
from big data. 🌐 From personalized recommendations to generative AI
breakthroughs, it’s transforming how machines learn and adapt. How are
you leveraging deep learning to drive innovation in your field? 🤖
#DeepLearning #AI #cs #web

To add taste in my life I started reading book ""WHY NATIONS FAIL ""
I decided to read 3 Pages Daily
#books #coding #learning #connect