LLM evaluations
Why Do We Need Evaluation in LLM-Based Projects? Evaluation is not just the final step in a project—it’s the backbone of building reliable, safe, and effective LLM-powered systems. Whether you're fine-tuning a model, building a RAG pipeline, or designing an AI agent, you can’t improve
Vidvatta AI Digest — July 31, 2025 Top 5 Highlights This Week 1. GitHub Launches Spark: No-Code App Builder with Built-In CI/CD GitHub Spark lets users create apps without writing code by using declarative configurations, while automatically handling CI/CD workflows. Aimed at enterprise teams and rapid prototyping. Read more
The classroom is evolving. The syllabus is changing. And Python alone won’t be enough to keep your students future-ready. 🧠 Wait… What Do You Mean AI Agents? Let’s start here: Teaching just Python in 2025 is like teaching Excel in a world run by data scientists. Sure, Python is
Thoughts, stories and ideas.
If you're still switching between Zoom, Google Docs, a basic IDE, and an LMS just to run a single coding class — we have great news: Vidvatta puts it all in one place. It's more than just an online coding platform — it's a complete live
Teaching students how to code or work with AI is no longer as simple as walking them through a few functions and loops. In 2025, attention spans are shorter, technologies are evolving faster, and student expectations are way higher. Whether you're running a bootcamp, teaching at a college,
In the fast-evolving world of coding and AI education, countless platforms promise to make learners job-ready. But not all platforms are created equal — especially when it comes to live mentorship, real-time collaboration, and AI-powered learning support. Let’s take a closer look at how Vidvatta compares to some of the
The Struggle Is Real (But It Doesn’t Have to Be) Let’s be honest — teaching students how to code is tough. Some kids pick it up fast, others stare at a `for loop` like it’s written in alien language. Teachers are juggling bugs, burnout, and blank stares. But
🎯 Teaching code in 2025 isn’t just about delivering lessons — it’s about understanding exactly how your students are learning, where they’re stuck, and when to step in. AI-powered analytics is the new secret weapon for educators — and here’s how to use it. 📉 The Problem: Teaching Blind As
Still teaching coding with videos and PDFs? Your students are tuning out — and your impact is shrinking. Discover why top educators are moving to real-time, hands-on platforms like Vidvatta. 🎯 The Real Problem: Coding Isn’t a Spectator Sport In today’s world of AI, automation, and hyper-personalized learning, relying on
If you're still relying on pre-recorded videos and PDFs to teach coding, your students are already tuning out. Top educators are switching to active, hands-on teaching powered by real-time platforms like Vidvatta — and here’s why. 🎯 The Real Problem: Coding Isn’t a Spectator Sport In 2025, we’
🎓 Educators, let’s address the digital elephant in the classroom: Your students are watching endless tutorials… but they’re not learning to think like coders. 🎯 The Harsh Truth: Tutorials Aren’t Enough Anymore Let’s be completely honest — your students are already drowning in tutorials. They’ve binge-watched Python playlists.
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