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कौशल्ये

AI कौशल्ये — कोणती शिकायची + का जरुरी आहे

31 प्रॅक्टिकल AI कौशल्ये, सब्यांसाठी: कोणती आहेत, भारतातल्या AI करिअरसाठी का जरुरी आहेत, कोणती साधने वापरायची, आणि मुक्त कसे शिकायची।

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.

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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.

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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.

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foundational

AI Content Marketing

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

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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.

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foundational

Website Design with AI

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

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advanced

Transformer Architecture

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

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intermediate

PyTorch Fundamentals

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

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foundational

Python for AI

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

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foundational

AI Content Generation

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

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intermediate

Workflow Automation with LLMs

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

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foundational

Data Annotation Quality

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

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specialist

AI Safety Evaluation

Red-teaming, jailbreak resistance, alignment evaluation.

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specialist

Synthetic Data Generation

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

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foundational

Data Pipelines

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

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advanced

Recommendation Systems

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

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advanced

Speech Synthesis (TTS)

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

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advanced

Speech Recognition (ASR)

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

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advanced

Computer Vision (Deep Learning)

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

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intermediate

Tool / Function Calling

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

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advanced

Multilingual NLP

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

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intermediate

LLM Observability

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

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advanced

MLOps Pipelines

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

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foundational

AI-Pair Programming

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

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foundational

Embeddings

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

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intermediate

LLM Evaluation

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

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advanced

Model Fine-Tuning

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

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advanced

AI Agent Design

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

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intermediate

Vector Search

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

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intermediate

RAG Architecture

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

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foundational

Prompt Engineering

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

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AI

AIshala

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भारताचे मुक्त AI शिकणीचे हब. Internet वरचे सर्वश्रेष्ठ मुक्त AI कंटेंट भारतीय विद्यार्थ्यांसाठी एक जागी मिळवून दिलेले.

AI

AIshala

.

AI कौशल्ये — कोणती शिकायची + का जरुरी आहे

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

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AIshala

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AI कौशल्ये — कोणती शिकायची + का जरुरी आहे

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

.