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Skills

AI Skills — என்ன சিகரமா கற்கணும் + அது ஏன் முக்கியம்

31 practical AI skills — ஒவ்வொன்றுக்கும்: அது என்ன, Indian AI industry-ல அது ஏன் important, அதப் பயன்படுத்தற popular tools, மேலும் அதப் free-ல எப்படி learn பண்ணலாம் என்பதெல்லாம்।

Self-Publishing & No-Code Shipping

Go from idea to live product without a developer — using AI builders, no-code platforms, and self-publishing workflows.

Skill Learn பண்ணுங்க →

AI Multilingual Websites

Ship websites that work in Hindi, Tamil, Telugu, Bengali, and 22+ Indic languages — using AI translation that preserves tone and SEO.

Skill Learn பண்ணுங்க →

AI Chat for Websites

Build AI chatbots that answer visitor questions, qualify leads, and route to sales — on your own marketing or product site.

Skill Learn பண்ணுங்க →

AI Content Marketing

Plan, write, and ship brand + SEO content at scale using AI — blog posts, social, ad copy, programmatic landing pages.

Skill Learn பண்ணுங்க →

AI Analytics

Ask your website / product / marketing data plain-English questions and get answers — via AI analytics assistants like Levo, Hex Magic, and Numbers Station.

Skill Learn பண்ணுங்க →

Website Design with AI

Design + ship marketing websites using AI builders (Levo, Lovable, v0, Framer AI) — without a designer or developer.

Skill Learn பண்ணுங்க →

Transformer Architecture

Attention, layers, training — the foundation of all modern LLMs.

Skill Learn பண்ணுங்க →

PyTorch Fundamentals

Tensors, autograd, training loops — build neural nets from scratch.

Skill Learn பண்ணுங்க →

Python for AI

NumPy, pandas, scikit-learn, PyTorch — the AI engineer's daily toolkit.

Skill Learn பண்ணுங்க →

AI Content Generation

Generate marketing copy, video scripts, blog posts with LLMs.

Skill Learn பண்ணுங்க →

Workflow Automation with LLMs

Wire LLMs into business workflows via n8n, Zapier, Make + APIs.

Skill Learn பண்ணுங்க →

Data Annotation Quality

High-quality labeling for RLHF / instruction tuning — Scale, Surge, Karya hire for this.

Skill Learn பண்ணுங்க →

AI Safety Evaluation

Red-teaming, jailbreak resistance, alignment evaluation.

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Synthetic Data Generation

Generate training data with LLMs / diffusion models — cuts labeling costs.

Skill Learn பண்ணுங்க →

Data Pipelines

SQL + Python + Spark / Airflow — feed AI systems with clean data.

Skill Learn பண்ணுங்க →

Recommendation Systems

Personalization + ranking — the foundation of Flipkart, Swiggy, Zomato, Myntra.

Skill Learn பண்ணுங்க →

Speech Synthesis (TTS)

Text-to-speech for accessibility + voice agents — Indic-language priority.

Skill Learn பண்ணுங்க →

Speech Recognition (ASR)

Build speech-to-text systems — Whisper, Conformer, Indic-language ASR.

Skill Learn பண்ணுங்க →

Computer Vision (Deep Learning)

CNNs, vision transformers, segmentation — the deep-learning side of CV.

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Tool / Function Calling

Wire LLMs to external tools + APIs — enables agentic behavior.

Skill Learn பண்ணுங்க →

Multilingual NLP

Build NLP systems for non-English languages — critical for Indic / BHASHINI work.

Skill Learn பண்ணுங்க →

LLM Observability

Trace, debug, and monitor LLM apps in production — costs, latency, quality.

Skill Learn பண்ணுங்க →

MLOps Pipelines

Build + monitor production ML pipelines — model registry, drift, retraining.

Skill Learn பண்ணுங்க →

AI-Pair Programming

Ship code 3-5× faster by treating AI as a real coding partner — Cursor / Claude Code / Copilot fluency.

Skill Learn பண்ணுங்க →

Embeddings

Represent text/images/audio as dense vectors — the foundation of search + clustering.

Skill Learn பண்ணுங்க →

LLM Evaluation

Build eval suites for LLM apps — accuracy, hallucination rate, regressions.

Skill Learn பண்ணுங்க →

Model Fine-Tuning

Adapt foundation models to a specific domain or task via supervised fine-tuning + LoRA.

Skill Learn பண்ணுங்க →

AI Agent Design

Design autonomous AI agents — planning, tool use, reflection, error recovery.

Skill Learn பண்ணுங்க →

Vector Search

Embedding text into vectors + similarity search — foundation of modern RAG.

Skill Learn பண்ணுங்க →

RAG Architecture

Retrieval-augmented generation — combine LLMs with private data via embeddings + search.

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Prompt Engineering

Designing prompts that get reliable, production-grade output from LLMs.

Skill Learn பண்ணுங்க →

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