Without stats, models wander aimlessly. ✅ Hypothesis testing → validate assumptions ✅ Cross-validation → robust evaluation ✅ Feedback loops → refine & improve

Google is turning Chrome into 24/7 AI assitant for US.

Each person holds a unique belief system, and every encounter is an exchange of faiths, ideas, and meanings.

Can I hit 1000 followers today? Hey there! I'm looking to #Connect with folks who are interested in #ArtificialIntelligence #DataScience #Python #MachineLearning #DeepLearning #DataAnalysis #letsconnect and grow together

Good Morning Guys

That's how I look at screen after hitting 'dvc repro'.

Good Morning

Dashboards are about 864x easier to make with shadcn than Jinja templates

Aren't we facing it now?

Dead internet is no the theory anymore. It's Reality.

More than half the internet traffic and activity is by AI bots and LLM Powered profiles.

AI learns patterns. Humans learn meaning. Lake et al. (2016) argued machines need both. Do we want AI to think like us — or differently? 🤔

How long can you stare at this orange hourglass before losing sanity?

I wish I could git push my problems to /dev/null.

AWS free tier is 6 months now? Could this BE any more expensive?

Is ML needs DSA?

If you are into DS, ML and AI #letsconnect

From my perspective, building projects with an industry-grade, scalable approach often feels more valuable than tackling isolated real-world problems. In many organizations, your ideas might not get attention; instead, you’re expected to complete assigned tasks. Some might even

When your model studied every question in the textbook... but forgets how to answer the real exam. #Overfitting #Underfitting #MLProblems

Check out my latest article: Introduction to LangChain: Building Modular Language Model Applications