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AI के लिए Python: शुरुआत से Agent तक

AI/ML के लिए Python का पूर्ण परिचय। कोई पूर्व प्रोग्रामिंग अनुभव आवश्यक नहीं।

📖 6 lessons ⏱ 1h 🎯 None

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advanced

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Apache Airflow Deep Dive

Beyond the basics: dynamic DAGs, sensors, custom operators, and production Airflow deployments.

📖 3 lessons 🎯 None

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advanced

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Apache Flink — Real-Time Stream Processing

Stateful stream processing with Apache Flink: windows, watermarks, and exactly-once semantics.

📖 3 lessons 🎯 None

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advanced

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Apache Kafka — Event Streaming Platform

Build real-time, event-driven systems with Kafka topics, producers, consumers, and Kafka Streams.

📖 3 lessons 🎯 Backend development, Distributed systems basics

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advanced

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Apache Spark — Big Data Processing

Process massive datasets at scale with Spark SQL, DataFrames, and Spark Streaming.

📖 3 lessons 🎯 Python or Scala, SQL basics

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advanced

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API Gateway Patterns

API gateway design: Kong, Tyk, AWS API Gateway. Routing, auth, rate limiting, and BFF patterns.

📖 3 lessons 🎯 None

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intermediate

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Astro — The Content-Focused Framework

Build blazing-fast content sites with Astro: islands architecture, partial hydration, and zero-JS by default.

📖 3 lessons 🎯 None

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advanced

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Authentication & OAuth 2.1

Production auth patterns: OAuth 2.1, OIDC, JWTs, refresh tokens, and session management without the gotchas.

📖 3 lessons 🎯 None

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intermediate

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AWS के साथ Cloud Computing

AWS fundamentals: EC2, S3, Lambda, RDS, IAM। Real applications को cloud पर deploy करें।

📖 4 lessons 🎯 linux-bash, docker-containers

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advanced

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Chaos Engineering

Break things on purpose: chaos engineering principles, Chaos Mesh, and resilience testing.

📖 3 lessons 🎯 None

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advanced

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Clojure — Lisp on the JVM

Modern Lisp with immutable data structures, REPL-driven development, and the JVM ecosystem.

📖 3 lessons 🎯 None

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advanced

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Compilers — How Programming Languages Work

Lexing, parsing, AST, semantic analysis, IR, optimization, and code generation. Build a small compiler.

📖 3 lessons 🎯 None

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advanced

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Computer Graphics & WebGL

Rasterization, shaders, lighting models, and 3D rendering with WebGL and Three.js.

📖 3 lessons 🎯 None

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intermediate

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Computer Networking की बुनियाद

Internet कैसे काम करता है: TCP/IP, DNS, HTTP, TLS, protocols।

📖 3 lessons 🎯 None

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advanced

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Computer Vision with PyTorch

Deep learning for images: CNNs, object detection, segmentation, and modern vision models.

📖 3 lessons 🎯 Deep Learning fundamentals, Python

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intermediate

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Cybersecurity की बुनियाद

Security concepts: OWASP Top 10, encryption, authentication, network security।

📖 3 lessons 🎯 linux-bash, apis-rest

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advanced

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Data Engineering Pipelines

Python, Airflow, Spark के साथ data pipelines बनाएं। ETL, data lakes, real-time streaming।

📖 4 lessons 🎯 python-ai, sql-databases, docker-containers

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advanced

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Data Mesh Architecture

Decentralized data ownership: data mesh principles, data products, and federated governance.

📖 3 lessons 🎯 None

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advanced

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Database Internals — Storage Engines

B-trees, LSM-trees, WAL, MVCC, and how databases actually store and retrieve data.

📖 3 lessons 🎯 None

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intermediate

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dbt — Data Build Tool

Transform data in your warehouse using dbt: models, tests, snapshots, and analytics engineering.

📖 3 lessons 🎯 None

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advanced

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Deep Learning और Neural Networks

Neural networks, CNNs, RNNs PyTorch के साथ। Theory से practice तक।

📖 4 lessons ⏱ 1h 🎯 machine-learning

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intermediate

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Design Patterns और Low-Level Design

SOLID principles, Gang of Four design patterns, और low-level design interviews। हर tech company में senior roles के लिए …

📖 4 lessons ⏱ 1h 🎯 data-structures-algorithms, python-ai

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intermediate

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DevOps और CI/CD Pipelines

GitHub Actions, CI/CD pipelines के साथ deployments automate करें।

📖 3 lessons 🎯 git-version-control, docker-containers

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intermediate

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Discrete Mathematics for CS

Sets, logic, combinatorics, graph theory, and proofs — the math behind every CS topic.

📖 3 lessons 🎯 None

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intermediate

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Docker और Containers

Docker के साथ applications को containerize करें।

📖 3 lessons ⏱ 3h 🎯 linux-bash

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advanced

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Elixir & Phoenix — Concurrent Web

Build massively concurrent apps with Elixir, the BEAM VM, and the Phoenix LiveView framework.

📖 3 lessons 🎯 None

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advanced

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Ethical Hacking & Penetration Testing

Learn offensive security: reconnaissance, exploitation, and defensive thinking with hands-on labs.

📖 3 lessons 🎯 Cybersecurity basics, Linux

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intermediate

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Flutter — Cross-Platform Mobile Apps

Build beautiful, native-feeling apps for iOS and Android with Flutter and Dart.

📖 3 lessons 🎯 Programming experience

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beginner

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Git & GitHub — डेवलपर्स के लिए वर्जन कंट्रोल

वर्जन कंट्रोल के लिए Git और सहयोग के लिए GitHub में महारत हासिल करें।

📖 3 lessons ⏱ 2h 🎯 None

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intermediate

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Go: Cloud-Native Backend Development

Fast, concurrent cloud-native services बनाने के लिए Go सीखें। Goroutines, channels, REST APIs, और Kubernetes deployment। …

📖 4 lessons ⏱ 1h 🎯 python-ai, apis-rest

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intermediate

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GraphQL — Modern API Design

Design and build flexible, type-safe APIs with GraphQL, Apollo, and modern tooling.

📖 3 lessons 🎯 REST API basics

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advanced

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gRPC & Protocol Buffers

Build high-performance RPC services with gRPC, Protocol Buffers, and streaming.

📖 3 lessons 🎯 None

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advanced

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Haskell — Functional Programming

Pure functional programming with Haskell: types, monads, lazy evaluation, and category theory basics.

📖 3 lessons 🎯 None

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beginner

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Java: शुरुआत से Enterprise तक

Java की मूल बातें, OOP, collections, streams, और Spring Boot — enterprise backends की भाषा।

📖 5 lessons ⏱ 1h 🎯 None

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intermediate

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Kotlin और Android Development

Kotlin से Android apps बनाएं — Google की preferred language। Jetpack Compose, ViewModels, Room, और Play Store …

📖 4 lessons ⏱ 1h 🎯 java-fundamentals

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advanced

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Kubernetes — Container Orchestration at Scale

Master Kubernetes for deploying, scaling, and managing containerized applications in production.

📖 3 lessons 🎯 Docker & Containers

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intermediate

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LangChain — Build LLM Applications

Build production LLM apps with LangChain: chains, agents, tools, memory, and retrieval.

📖 3 lessons 🎯 Python, NLP & LLM basics

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beginner

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Linux और Bash — डेवलपर्स के लिए कमांड लाइन

Linux कमांड लाइन और Bash scripting में महारत हासिल करें।

📖 3 lessons ⏱ 6h 🎯 None

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advanced

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LLM Fine-Tuning with LoRA & QLoRA

Fine-tune large language models efficiently with LoRA, QLoRA, and the HuggingFace ecosystem.

📖 3 lessons 🎯 None

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intermediate

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Logging at Scale — ELK & Loki

Structured logging, log aggregation with the ELK stack and Loki, and log-based debugging.

📖 3 lessons 🎯 None

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advanced

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Microservices — Patterns & Practices

Design, build, and operate distributed systems using microservices patterns and best practices.

📖 3 lessons 🎯 System Design basics

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advanced

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MLOps — Machine Learning in Production

Take ML models from notebook to production: tracking, deployment, monitoring, and CI/CD.

📖 3 lessons 🎯 Machine Learning basics

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advanced

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Mobile App Architecture — Clean & Scalable

Architect production mobile apps with MVVM, Clean Architecture, modular design, and dependency injection.

📖 3 lessons 🎯 Mobile development experience

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intermediate

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Modern JavaScript — ES6 से Async/Await तक

Modern JavaScript में गहराई: arrow functions, promises, async/await।

📖 4 lessons ⏱ 3h 🎯 web-fundamentals

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intermediate

Free Course

MongoDB & NoSQL Databases

Document databases done right: schema design, queries, aggregations, and scaling with MongoDB.

📖 3 lessons 🎯 Database fundamentals

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advanced

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Multimodal Models — CLIP & BLIP

Models that bridge vision and language: CLIP, BLIP, and multimodal embeddings for search and generation.

📖 3 lessons 🎯 None

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intermediate

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Next.js — Full-Stack React Framework

Build modern, server-rendered React apps with App Router, Server Components, and Vercel deployment.

📖 3 lessons 🎯 React.js basics

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advanced

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NLP और Large Language Models

Natural language processing, transformers, और LLMs जैसे GPT, Claude के साथ applications बनाएं।

📖 3 lessons 🎯 machine-learning, deep-learning

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intermediate

Free Course

Node.js — Server-Side JavaScript

Build production servers, APIs, and tools with Node.js, Express, and modern async patterns.

📖 3 lessons 🎯 JavaScript fundamentals

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advanced

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OpenTelemetry & Distributed Tracing

Instrument microservices with OpenTelemetry: traces, metrics, logs, and the unified observability stack.

📖 3 lessons 🎯 None

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advanced

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Operating Systems Concepts

Processes, threads, scheduling, virtual memory, file systems, and how Linux really works.

📖 3 lessons 🎯 None

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intermediate

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PostgreSQL — Advanced Queries & Performance

Master Postgres: indexing, query planning, JSONB, window functions, and tuning for scale.

📖 3 lessons 🎯 SQL basics

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intermediate

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Prometheus & Grafana

Metrics-based monitoring: Prometheus scraping, PromQL queries, and Grafana dashboards.

📖 3 lessons 🎯 None

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intermediate

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Prompt Engineering और AI Agents

Prompt design, chain-of-thought reasoning सीखें और LangChain व OpenAI API से autonomous AI agents बनाएं।

📖 5 lessons ⏱ 1h 🎯 python-ai, nlp-and-llms

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intermediate

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Python के साथ Machine Learning

scikit-learn, pandas, numpy के साथ practical machine learning।

📖 4 lessons ⏱ 19h 🎯 python-ai

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intermediate

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RabbitMQ — Message Queues

Decouple services with RabbitMQ: queues, exchanges, routing, and consumer patterns.

📖 3 lessons 🎯 None

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intermediate

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React Native — Cross-Platform Mobile

Build native iOS and Android apps from one JavaScript codebase using React Native, Expo, and modern patterns.

📖 3 lessons 🎯 None

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intermediate

Free Course

React.js — आधुनिक UI विकास

React से modern web UIs बनाएं। Components, hooks, state management।

📖 4 lessons ⏱ 15h 🎯 web-fundamentals, javascript-modern

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advanced

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Recommendation Systems

Collaborative filtering, matrix factorization, neural recommenders, and ranking with two-tower models.

📖 3 lessons 🎯 None

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intermediate

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Redis — Caching & In-Memory Data

Use Redis for caching, sessions, queues, leaderboards, and pub/sub at scale.

📖 3 lessons 🎯 Backend development basics

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advanced

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Reinforcement Learning

Agents that learn from rewards: Q-learning, policy gradients, and deep RL with PPO.

📖 3 lessons 🎯 None

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intermediate

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REST APIs — डिज़ाइन और निर्माण

Python FastAPI के साथ REST APIs बनाएं। Authentication, databases, deployment।

📖 3 lessons ⏱ 23h 🎯 python-ai, sql-databases

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advanced

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Rust — Systems Programming Without Fear

Learn memory-safe systems programming with Rust: ownership, borrowing, and zero-cost abstractions.

📖 3 lessons 🎯 Programming experience in any language

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advanced

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Scala for Backend Development

Hybrid functional and OO programming on the JVM with Scala 3, Akka, and Play.

📖 3 lessons 🎯 None

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advanced

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Site Reliability Engineering (SRE)

SLIs, SLOs, error budgets, on-call rotations, and the SRE mindset for production reliability.

📖 3 lessons 🎯 None

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intermediate

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Snowflake — Cloud Data Warehouse

Snowflake architecture, virtual warehouses, semi-structured data, and cost optimization.

📖 3 lessons 🎯 None

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intermediate

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Solid.js — Fine-Grained Reactivity

Reactive primitives without a virtual DOM: signals, effects, and the performance-first Solid.js framework.

📖 3 lessons 🎯 None

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advanced

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Solidity — Smart Contracts on Ethereum

Build, test, and deploy decentralized apps with Solidity, Hardhat, and the EVM ecosystem.

📖 3 lessons 🎯 Programming experience

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intermediate

Free Course

Speech Recognition with Whisper

OpenAI Whisper: speech-to-text, language detection, diarization, and production STT pipelines.

📖 3 lessons 🎯 None

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beginner

Free Course

SQL और डेटाबेस — शून्य से Query Master तक

SQL शुरू से सीखें — SELECT से JOIN से subqueries तक।

📖 4 lessons ⏱ 15h 🎯 None

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intermediate

Free Course

Stable Diffusion — AI Image Generation

Generate, control, and customize AI images with Stable Diffusion, ControlNet, and LoRA.

📖 3 lessons 🎯 Python basics

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intermediate

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Svelte & SvelteKit — Compiled UI

Write less code with Svelte 5: runes, reactivity, and SvelteKit for full-stack apps.

📖 3 lessons 🎯 None

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intermediate

Free Course

Swift & iOS Development

Build native iPhone apps with Swift, SwiftUI, and modern Apple frameworks.

📖 3 lessons 🎯 Programming experience

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advanced

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System Design — Scalability और Architecture

Scalable systems डिज़ाइन करें: load balancers, caches, databases, microservices।

📖 4 lessons 🎯 sql-databases, apis-rest, docker-containers

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intermediate

Free Course

Tailwind CSS v4 — Utility-First Styling

Master Tailwind CSS v4: the @theme directive, design tokens in CSS, and the new lightning-fast Rust engine.

📖 3 lessons 🎯 None

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advanced

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Terraform — Infrastructure as Code in Depth

Provision and manage cloud infrastructure declaratively with Terraform across AWS, GCP, and Azure.

📖 3 lessons 🎯 Cloud Computing basics

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intermediate

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Test-Driven Development with Jest

Build reliable software with TDD, unit/integration testing patterns, and Jest in JavaScript/TypeScript.

📖 3 lessons 🎯 JavaScript or TypeScript

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advanced

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Theory of Computation

Automata, regular languages, context-free grammars, Turing machines, and computational complexity.

📖 3 lessons 🎯 None

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intermediate

Free Course

TypeScript — Superpowers के साथ JavaScript

TypeScript के साथ JavaScript में static typing जोड़ें।

📖 3 lessons ⏱ 5h 🎯 javascript-modern

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advanced

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Vector Databases & RAG

Retrieval-Augmented Generation: embeddings, vector search, Pinecone/Weaviate, and production RAG.

📖 3 lessons 🎯 LLM basics, Python

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intermediate

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Vue.js — Progressive Frontend Framework

Master Vue 3, the Composition API, and the modern Vue ecosystem for reactive web UIs.

📖 3 lessons 🎯 JavaScript fundamentals, HTML/CSS

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advanced

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WebAssembly — High-Performance Web

Run native-speed code in the browser with WebAssembly, Rust, and modern WASM toolchains.

📖 3 lessons 🎯 JavaScript, Some C/C++ or Rust

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intermediate

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WebSockets & Real-Time Backend

Build real-time backends with WebSockets, Socket.IO, scaling, and presence tracking.

📖 3 lessons 🎯 None

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advanced

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Zig — Modern Systems Programming

Zig: a manual-memory systems language with compile-time evaluation and no hidden control flow.

📖 3 lessons 🎯 None

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intermediate

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डेटा स्ट्रक्चर और एल्गोरिदम

कंप्यूटर साइंस की नींव: arrays, trees, graphs, sorting, searching।

📖 4 lessons ⏱ 6h 🎯 python-ai

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beginner

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वेब डेवलपमेंट की बुनियाद

HTML, CSS और JavaScript शुरू से सीखें। कोर्स के अंत तक असली वेबसाइट बनाएं।

📖 4 lessons ⏱ 1h 🎯 None

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