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Skills

AI Skills — क्या सीखो + आखिर जरूरी क्यों है

31 practical AI skills, हर एक के साथ: ये क्या है, भारतीय AI career के लिए ये क्यों important है, इसे use करने वाले popular tools, और इसे फ्री में कैसे सीखो।

foundational

Self-Publishing & No-Code Shipping

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

Skills सीखो →

intermediate

AI Multilingual Websites

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

Skills सीखो →

intermediate

AI Chat for Websites

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

Skills सीखो →

foundational

AI Content Marketing

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

Skills सीखो →

intermediate

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.

Skills सीखो →

foundational

Website Design with AI

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

Skills सीखो →

advanced

Transformer Architecture

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

Skills सीखो →

intermediate

PyTorch Fundamentals

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

Skills सीखो →

foundational

Python for AI

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

Skills सीखो →

foundational

AI Content Generation

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

Skills सीखो →

intermediate

Workflow Automation with LLMs

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

Skills सीखो →

foundational

Data Annotation Quality

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

Skills सीखो →

specialist

AI Safety Evaluation

Red-teaming, jailbreak resistance, alignment evaluation.

Skills सीखो →

specialist

Synthetic Data Generation

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

Skills सीखो →

foundational

Data Pipelines

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

Skills सीखो →

advanced

Recommendation Systems

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

Skills सीखो →

advanced

Speech Synthesis (TTS)

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

Skills सीखो →

advanced

Speech Recognition (ASR)

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

Skills सीखो →

advanced

Computer Vision (Deep Learning)

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

Skills सीखो →

intermediate

Tool / Function Calling

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

Skills सीखो →

advanced

Multilingual NLP

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

Skills सीखो →

intermediate

LLM Observability

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

Skills सीखो →

advanced

MLOps Pipelines

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

Skills सीखो →

foundational

AI-Pair Programming

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

Skills सीखो →

foundational

Embeddings

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

Skills सीखो →

intermediate

LLM Evaluation

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

Skills सीखो →

advanced

Model Fine-Tuning

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

Skills सीखो →

advanced

AI Agent Design

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

Skills सीखो →

intermediate

Vector Search

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

Skills सीखो →

intermediate

RAG Architecture

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

Skills सीखो →

foundational

Prompt Engineering

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

Skills सीखो →

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AI

AIshala

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AI Skills — क्या सीखो + आखिर जरूरी क्यों है

Self-Publishing & No-Code Shipping

AI Multilingual Websites

AI Chat for Websites

AI Content Marketing

AI Analytics

Website Design with AI

Transformer Architecture

PyTorch Fundamentals

Python for AI

AI Content Generation

Workflow Automation with LLMs

Data Annotation Quality

AI Safety Evaluation

Synthetic Data Generation

Data Pipelines

Recommendation Systems

Speech Synthesis (TTS)

Speech Recognition (ASR)

Computer Vision (Deep Learning)

Tool / Function Calling

Multilingual NLP

LLM Observability

MLOps Pipelines

AI-Pair Programming

Embeddings

LLM Evaluation

Model Fine-Tuning

AI Agent Design

Vector Search

RAG Architecture

Prompt Engineering

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AIshala

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AI Skills — क्या सीखो + आखिर जरूरी क्यों है

Self-Publishing & No-Code Shipping

AI Multilingual Websites

AI Chat for Websites

AI Content Marketing

AI Analytics

Website Design with AI

Transformer Architecture

PyTorch Fundamentals

Python for AI

AI Content Generation

Workflow Automation with LLMs

Data Annotation Quality

AI Safety Evaluation

Synthetic Data Generation

Data Pipelines

Recommendation Systems

Speech Synthesis (TTS)

Speech Recognition (ASR)

Computer Vision (Deep Learning)

Tool / Function Calling

Multilingual NLP

LLM Observability

MLOps Pipelines

AI-Pair Programming

Embeddings

LLM Evaluation

Model Fine-Tuning

AI Agent Design

Vector Search

RAG Architecture

Prompt Engineering

AI

AIshala

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