Build it. Deploy it. Scale it to millions of users. Five production Gen-AI systems on your GitHub. Five mock interviews. One offer letter.

In 2026, building a Gen-AI demo is easy. Running one for millions of users is not.

Companies have moved past prototypes. They're hiring engineers who can take a RAG application, an agentic workflow or a multi-agent system and run it in production — reliably, affordably, and with consistently good answers. Job descriptions now ask for deployment, scalability, evaluation, observability and security, not just "experience with LLMs."

This cohort exists to close that gap. You start with Python, Docker and Git. You finish with five production Gen-AI systems on your GitHub — including a platform designed to handle millions of requests a day — and five rehearsed mock interviews behind you.

A Backend Developer, software developer, data engineer, QA/automation engineer, DevOps engineer, or IT professional who can write Python

New to Gen-AI and want to learn it properly — from FastAPI to production deployment

Already building with LLMs and want to master deployment, scale and LLMOps

Targeting AI Engineer, Gen-AI Developer, Agentic AI Engineer, LLM Engineer, or AI Platform Engineer roles

Willing to commit ~16 hours/week of live time + 4–6 hours/week of personal building

You have never written code in any language

You want a passive video course you can watch on 2x speed

You are looking only for frontend or no-code Gen-AI work

You can't commit at least 20 hours/week during the cohort

You want a paper certificate, not real interview readiness

If you're unsure whether this is right for you, DM us on WhatsApp We will discuss.

 — variables, functions, classes, modules, and installing packages

 — running containers and writing a simple Dockerfile

You do NOT need any prior experience with

 LLMs, FastAPI, LangChain, RAG, AI agents, LangGraph, fine-tuning, AWS Bedrock, Azure AI, Kubernetes or cloud deployment. We teach all of it from scratch.

A laptop with at least 8 GB RAM (16 GB recommended) and 50 GB free storage

AWS and Azure accounts from Sprint 5 onwards (free tiers and trial credits cover most of the work). We guide you through setup and cost controls.

Pre-work covers only three topics. Materials are shared within 24 hours of enrolment.

Data types, loops, functions and error handling

Modules, packages, virtual environments and 

Branches, pull requests and resolving merge conflicts

FastAPI application development — APIs, validation, databases, authentication, testing

How LLMs work — tokens, embeddings, attention, context windows, sampling

LangChain — chat models, prompt templates, structured outputs, tools, agents, middleware, LCEL, streaming and tracing

Prompt engineering, structured outputs and function calling with guarantees

Decision models (System One models) — typed, calibrated decisions for routing, scoring and verification at a fraction of LLM latency and cost

Production RAG — ingestion, hybrid search, reranking, multi-tenancy, evaluation

Agentic workflows with LangGraph — state, durability, human-in-the-loop, queues

AI agents — design patterns, tool design, multi-agent orchestration

Multi-framework agent development with LangGraph

AI security — OWASP LLM & Agentic Top 10, guardrails, red-teaming

Fine-tuning LLMs — LoRA, QLoRA, data preparation, and when to fine-tune vs use RAG

AWS Bedrock — foundation models, Knowledge Bases, Agents, Guardrails and model customisation

Azure AI — Azure OpenAI, Microsoft Foundry, Azure AI Search, Foundry Agent Service and Content Safety

LLMOps — deploying LLMs, serving open models with vLLM, model gateways, Kubernetes and safe releases

Scalable deployment for millions of users — rate limiting, caching, queues, circuit breakers, autoscaling and load testing

Observability — tracing, dashboards, alerts, cost tracking

AI-assisted engineering with Claude Code, Cursor and GitHub Copilot

The cohort runs as eight sprints. Each sprint is a complete unit — concepts, builds, reviews and a shipping milestone. Sprint 0 builds the FastAPI foundation every project uses. Sprint 1 teaches LLMs and LangChain. Sprints 2–4 teach you to build the three kinds of Gen-AI systems companies hire for: RAG applications, agentic workflows and AI agents. Sprint 5 covers fine-tuning, AWS Bedrock and Azure AI. Sprint 6 teaches you to deploy and scale everything for millions of users. Sprint 7 turns it all into offers.

Your flagship project is built across Sprints 6 and 7 — exactly how real engineering teams ship platforms.

Sprint 0 — FastAPI Application Development

The foundation sprint, covered in the first week. Every Gen-AI system in this cohort is served through an API, so we start by making you genuinely good at building one. No prior FastAPI or backend experience needed.

 you know Python but have never built an API, or you've built simple APIs but never thought about validation, authentication, databases, testing and project structure together.

 Methods, status codes, headers, request and response bodies. How clients and servers talk.

 Routing, path and query parameters, request bodies, response models, and automatic API documentation.

 Models, field validation, nested data, settings management. Why "validate everything at the boundary" saves you later.

, when async helps and when it doesn't, and why a single blocking call can slow down every user.

 Sharing database sessions, configuration and authentication cleanly across routes.

 Postgres with SQLAlchemy, schema design basics, and migrations with Alembic.

 API keys, JWT-based login, password hashing, and protecting routes.

 Handling uploads safely and running work after the response is sent.

 Consistent error responses, request IDs, and structured logs you can actually debug with.

 A clean folder layout, environment-based configuration, and running the app with Postgres and Redis via 

 Using Claude Code, Cursor or GitHub Copilot productively — plan first, test always, review every change.

Launchpad — Production FastAPI Starter Kit

 — a reusable, tested, Dockerised FastAPI template with authentication, database, migrations, logging and CI already wired in. Every project in the cohort starts from Launchpad.

Build and structure a production-ready FastAPI application from scratch

Validate data, connect to Postgres, and secure your endpoints

Use an AI coding assistant without shipping code you don't understand

Vector 2.0: Production GenAI Course with LangChain, LangGraph, AI Agents & LLMOps

Learn production-ready GenAI with Python, LangChain, LangGraph, RAG, AI Agents, MCP, AWS Bedrock, Azure AI and LLMOps through 5 real-world projects.

Vector 2.0 : The Production Gen-AI Developer Cohort

GEN-AI

TechSimPlus Learnings

The Full Stack Development course with Python, Django, React JS, and AWS Cloud is designed to provide comprehensive training in building robust and scalable web applications. This course equips you with the necessary skills to become a proficient full-stack developer capable of handling both front-end and back-end development tasks.

FS-PYR-001

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            Basic Python and It's Fundamental Concept
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        <div><span class="color-gray-400 fs-12px">2 Weeks</span></div>
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            Exploring the realm of Object-Oriented Programming (OOP)
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        <div><span class="color-gray-400 fs-12px">1 Week</span></div>
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    </div>

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          <span class="content-temp-title">
           Initiating Your Backend Adventure: Django and REST APIS
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        <div><span class="color-gray-400 fs-12px">2 Weeks</span></div>
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    </div>

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           Exciting Hands on Web API Projects
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        <div><span class="color-gray-400 fs-12px">1 Week</span></div>
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           Initiating Your Frontend journey: HTML and CSS Fundamentals
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        <div><span class="color-gray-400 fs-12px">1 Week</span></div>
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          Introduction to React JS with JS Adavnced Topics
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          Hands on Projects With React JS and RESTful APIS
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    </div>

Gain proficiency in full stack development with Python, Django, React JS, and AWS Cloud.

Hands-on projects to apply your knowledge and build a strong portfolio.

Industry-relevant curriculum aligned with current trends and best practices

Learn from experienced instructors passionate about your success.

Practical deployment on AWS for scalability and performance.

Build robust and scalable web applications from scratch

Seamlessly integrate front-end and back-end functionalities

Understand the flow of web application from Frontend to Backend

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Full Stack Development with Python - Django, React JS, and AWS Cloud Course  | TechSim+

Full Stack Developer

Software Engineer

Web Programmer

Web Developer

Backend Developer

Frontend Developer

API Developer

Transform Into a Full Stack Development Maestro - Your Path to Limitless Possibilities!

<strong class = "color-green-900 text-heading-6">Unleash Your Full Stack Potential with Python, Django, React JS, and AWS Cloud!</strong>
<br/>
<br/>
Are you ready to embark on an exciting journey into the world of full-stack development? Look no further! Our Full Stack Development course with <strong> Python, Django, React JS, and AWS Cloud </strong> is your ticket to becoming a proficient and sought-after full-stack developer.
<br/>
<br/>
Imagine having the skills to create dynamic web applications from scratch, seamlessly integrating front-end and back-end functionalities. With Python as your programming language of choice, you'll dive into the powerful <strong>Django framework </strong>, mastering its Model-View-Controller architecture and building robust web applications with ease.
<br/>
<br/>
But that's not all! Our course goes beyond the back end. You'll also delve into the captivating realm of <strong> React JS  </strong>, a cutting-edge JavaScript library for building interactive user interfaces. From creating reusable components to managing data flow,
<br/>
<br/>

Full Stack Development with Python - Django, React & AWS Cloud

Master the art of full stack development with Python, Django, React JS, and AWS Cloud at TechSim+. Build robust web applications, seamlessly integrate front-end and back-end functionalities, and deploy on the cloud for scalability

Full Stack Development with Python | TechSimPlus Learning

Master Full Stack Development with Python, Django, React JS, and AWS Cloud at TechSim+. Enhance your skills, build robust web applications, and unlock limitless career opportunities. Enroll now and gain hands-on experience in deploying applications on the cloud. Take the first step towards becoming a sought-after full-stack developer.

Redis

Redux

React JS

HTML

Django

Python

Virtusa

I build production systems for a global MNC and bring that real-world experience into every course I teach.
<br/><br/>
I've trained 12,000+ engineers at TechSimPlus across MERN, Java, AWS, and Gen-AI. The problem is always the same — great with tutorials, stuck when it gets real.
<br/><br/>
My courses fix that. Real projects. Real interview prep. Everything taught the way it's actually done in production.

Prateek Mishra

<div className="row text-center mb-20px">
<p class = "text-heading-5 mb-10px">We are Offerings</p>
<span>Discover an Array of Engaging and Supportive Features Designed to Enhance Your Learning Journey.</span>
</div>

<div className="row d-flex justify-content-center">
          <div className="col-lg-3 col-sm-6 col-12 mb-10px">
<div class="box-shadow p-2 br-20px ml-10px mr-10px fw-600 bg-5 color-green-900">
                  <p class = "small-text-1">Job Assistance</p>
              </div>
          </div>
          <div className="col-lg-3 col-sm-6 col-12 mb-10px">
<div class="box-shadow p-2 br-20px ml-10px mr-10px fw-600 bg-5 color-green-900">
                  <p class = "small-text-1">Assignments</p>
              </div>
          </div>
          <div className="col-lg-3 col-sm-6 col-12 mb-10px">
<div class="box-shadow p-2 br-20px ml-10px mr-10px fw-600 bg-5 color-green-900">
                  <p class = "small-text-1">Doubt Sessions</p>
              </div>
          </div>
          <div className="col-lg-3 col-sm-6 col-12 mb-10px">
<div class="box-shadow p-2 br-20px ml-10px mr-10px fw-600 bg-5 color-green-900">
                  <p class = "small-text-1">Carrer Guidance</p>
              </div>
          </div>
          <div className="col-lg-3 col-sm-6 col-12 mb-10px">
<div class="box-shadow p-2 br-20px ml-10px mr-10px fw-600 bg-5 color-green-900">
                  <p class = "small-text-1">Real Time Projects</p>
              </div>
          </div>
          <div className="col-lg-3 col-sm-6 col-12 mb-10px">
<div class="box-shadow p-2 br-20px ml-10px mr-10px fw-600 bg-5 color-green-900">
                  <p class = "small-text-1">Mock Interviews</p>
              </div>
          </div>
</div>

FS-MERN-001

FS-MERN-002

FS-MERN-003

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           Introduction:  Getting Started with the MERN Stack
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            Back-End Development with Node.js and Express.js
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        <div><span class="color-gray-400 fs-12px">1.5 Months</span></div>
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    </div>

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        <div class="mb-n5px">
          <span class="content-temp-title">
            Initiating Your Frontend journey: HTML CSS and JS Fundamentals
          </span>
        </div>
        <div><span class="color-gray-400 fs-12px">1 Month</span></div>
      </div>
    </div>

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            Installation and Setup For React JS and Next JS
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        <div><span class="color-gray-400 fs-12px">2 Days</span></div>
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        <div><span class="color-gray-400 fs-12px">1.5 Months</span></div>
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            font-size: 16px;
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            width: 25px !important;
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        <div><span class="color-gray-400 fs-12px">1 Month</span></div>
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        .content-temp-title-side-text {
            margin-right: 10px;
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            display: flex;
            justify-content: center;
            align-items: center;
            font-size: 16px;
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        }

        .content-temp-title-image {
            width: 25px !important;
            height: 25px !important;
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        .content-temp-title {
            color: #006d77;
            font-weight: 900;
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            Bringing it All Together: Full Stack Development
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        <div><span class="color-gray-400 fs-12px">1 Month</span></div>
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<style>
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        .content-temp-title-side-text {
            margin-right: 10px;
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            color: white;
            width: 30px;
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            display: flex;
            justify-content: center;
            align-items: center;
            font-size: 16px;
            padding: 5px;
        }

        .content-temp-title-image {
            width: 25px !important;
            height: 25px !important;
        }

        .content-temp-title {
            color: #006d77;
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    <div class="d-flex align-items-center">
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            Real-World Project Ideas to Ignite Your Creativity!
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        <div><span class="color-gray-400 fs-12px">1 Month</span></div>
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 <div class="mb-20px">  </div>

 <span class = "mt-10"><strong>Learn the MERN Stack,</strong> and build dynamic web applications using MongoDB, Express.Js, React.Js, Next.Js, and Node.Js. </span>

Integrate third-party APIs like Payment Gateway, Email, OAuth, and more.

Learn about deploying MERN applications on different cloud providers like AWS, DigitalOcean and others

Get an Internship Certificate.

Get One Year Membership with TechSim+

Full Stack Development Course In Jabalpur | TechSimPlus

Best MERN Stack Training Institute | TechSimPlus

MERN Stack Development Course | TechSimPlus

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Full Stack Development with Node, React, Express and MongoDB

Master Full Stack Development: NodeJS, ReactJS, ExpressJS & MongoDB Course

UI Engineer

ReactJS Developer

<span class="color-green-900 text-heading-6">Unleash the Power of Full Stack Development with NodeJS, ReactJS, ExpressJS & MongoDB at TechSim+!</span>
<br/></br/>
Experience the power of full-stack development with the highly popular <strong class = "small-text-1"> MERN stack </strong>.
<br/>
 MERN, an acronym for <strong class = "small-text-1"> MongoDB, Express.js, React.js, and Node.js </strong>, enables you to create exceptional web applications. <br/>This course goes beyond the basics, covering advanced topics such as <strong class = "small-text-1"> file upload, authentication, authorization, and diverse deployment methods</strong>.

Full Stack Development with Node, React, Express & MongoDB ; MERN

Join TechSim+ and Build Full Stack Application from Scratch with MongoDB, Express, React and NodeJS

MERN Stack Bootcamp: Learn Full-Stack Web Development with MongoDB, Express.js, React.js, Node.js

Master MERN Stack development and build modern, scalable web applications with TechSim+. Learn MongoDB, Express.js, React.js, and Node.js to create SEO-friendly websites that deliver exceptional user experiences. Boost your career prospects with our comprehensive course. Enroll now!

Mongoose

MongoDB

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Express JS

NextJS

JavaScript

Mobile Application Development with React Native is a comprehensive course designed to provide students with a solid foundation in building mobile applications using the React Native framework. React Native is a popular JavaScript framework that enables developers to create <strong> cross-platform </strong> mobile applications using a single codebase.

FS-RN-001

FS-RN-002

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            align-items: center;
            font-size: 16px;
            padding: 5px;
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            height: 25px !important;
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        <div><span class="color-gray-400 fs-12px">1.5 Week</span></div>
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<style>
        /* Title Style*/
        .content-temp-title-side-text {
            margin-right: 10px;
            background-color: #dbece5;
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            align-items: center;
            font-size: 16px;
            padding: 5px;
        }

        .content-temp-title-image {
            width: 25px !important;
            height: 25px !important;
        }

        .content-temp-title {
            color: #006d77;
            font-weight: 900;
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        <img
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        <div><span class="color-gray-400 fs-12px">0.5 Week</span></div>
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<style>
        /* Title Style */
        .content-temp-title-side-text {
            margin-right: 10px;
            background-color: #dbece5;
            color: white;
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            height: 30px;
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            display: flex;
            justify-content: center;
            align-items: center;
            font-size: 16px;
            padding: 5px;
        }

        .content-temp-title-image {
            width: 25px !important;
            height: 25px !important;
        }

        .content-temp-title {
            color: #006d77;
            font-weight: 900;
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    <div class="d-flex align-items-center">
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        <div><span class="color-gray-400 fs-12px">2.5 Weeks</span></div>
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<style>
        /* Title Style  */
        .content-temp-title-side-text {
            margin-right: 10px;
            background-color: #dbece5;
            color: white;
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            height: 30px;
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            display: flex;
            justify-content: center;
            align-items: center;
            font-size: 16px;
            padding: 5px;
        }

        .content-temp-title-image {
            width: 25px !important;
            height: 25px !important;
        }

        .content-temp-title {
            color: #006d77;
            font-weight: 900;
            line-height: normal;
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    </style>
    <div class="d-flex align-items-center">
      <div class="content-temp-title-side-text">
        
        <img
          class="content-temp-title-image"
          src="https://seeklogo.com/images/N/nodejs-logo-FBE122E377-seeklogo.com.png"
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            Installation of React Native & First "Hello TechSimPlus" app.
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        <div><span class="color-gray-400 fs-12px">0.5 Weeks</span></div>
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<style>
        /* Title Style */
        .content-temp-title-side-text {
            margin-right: 10px;
            background-color: #dbece5;
            color: white;
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            height: 30px;
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            justify-content: center;
            align-items: center;
            font-size: 16px;
            padding: 5px;
        }

        .content-temp-title-image {
            width: 25px !important;
            height: 25px !important;
        }

        .content-temp-title {
            color: #006d77;
            font-weight: 900;
            line-height: normal;
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    <div class="d-flex align-items-center">
      <div class="content-temp-title-side-text">
        <img
          class="content-temp-title-image"
          src="https://seeklogo.com/images/N/nodejs-logo-FBE122E377-seeklogo.com.png"
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        <div class="mb-n5px">
          <span class="content-temp-title">
            React Native - Fundamental Concepts
          </span>
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        <div><span class="color-gray-400 fs-12px">2 Weeks</span></div>
      </div>
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<style>
        /* Title Style  */
        .content-temp-title-side-text {
            margin-right: 10px;
            background-color: #dbece5;
            color: white;
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            height: 30px;
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            display: flex;
            justify-content: center;
            align-items: center;
            font-size: 16px;
            padding: 5px;
        }

        .content-temp-title-image {
            width: 25px !important;
            height: 25px !important;
        }

        .content-temp-title {
            color: #006d77;
            font-weight: 900;
            line-height: normal;
        }
    </style>
    <div class="d-flex align-items-center">
      <div class="content-temp-title-side-text">
        
        <img
          class="content-temp-title-image"
          src="https://seeklogo.com/images/N/nodejs-logo-FBE122E377-seeklogo.com.png"
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        <div class="mb-n5px">
          <span class="content-temp-title">
            React Native - Advanced Concepts
          </span>
        </div>
        <div><span class="color-gray-400 fs-12px">2 Weeks</span></div>
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<style>
        /* Title Style  */
        .content-temp-title-side-text {
            margin-right: 10px;
            background-color: #dbece5;
            color: white;
            width: 30px;
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            justify-content: center;
            align-items: center;
            font-size: 16px;
            padding: 5px;
        }

        .content-temp-title-image {
            width: 25px !important;
            height: 25px !important;
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            color: #006d77;
            font-weight: 900;
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    <div class="d-flex align-items-center">
      <div class="content-temp-title-side-text">
        
        <img
          class="content-temp-title-image"
          src="https://seeklogo.com/images/N/nodejs-logo-FBE122E377-seeklogo.com.png"
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<style>
        /* Title Style  */
        .content-temp-title-side-text {
            margin-right: 10px;
            background-color: #dbece5;
            color: white;
            width: 30px;
            height: 30px;
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            justify-content: center;
            align-items: center;
            font-size: 16px;
            padding: 5px;
        }

        .content-temp-title-image {
            width: 25px !important;
            height: 25px !important;
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        .content-temp-title {
            color: #006d77;
            font-weight: 900;
            line-height: normal;
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    </style>
    <div class="d-flex align-items-center">
      <div class="content-temp-title-side-text">
        
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          class="content-temp-title-image"
          src="https://seeklogo.com/images/N/nodejs-logo-FBE122E377-seeklogo.com.png"
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          <span class="content-temp-title">
            Publishing Your React Native App on Play Store and App Store
          </span>
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        <div><span class="color-gray-400 fs-12px">0.5 Weeks</span></div>
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    </div>

Build Android & iOS Apps: Master Hooks, Redux, Navigation, Authentication, Payment & App Stores. Learn how to use ReactJS to build <strong> React native </strong> mobile apps for iOS and Android. Create Applications with <strong> Payment Gateway Integrations. </strong>

Explore React Native basics and advanced concepts.

Master React Native Mobile App Development: Beginner to Advanced Course | TechSim+

Ignite Your Future: Become a Master of Mobile Application Development with React Native!

<strong class = "small-text-1 color-green-900">Unlock the World of Mobile Application Development with React Native!</strong>
<br/><br/>
No matter your level of experience, our comprehensive course is designed to empower you with the skills and knowledge required to build powerful mobile applications using <strong class = "small-text-1"> React Native</strong>.
<br/><br/>
Immerse yourself in the foundations of React Native as we explore its core principles, compare <strong class = "small-text-1"> React Native CLI and Expo </strong>, and guide you through the setup of your local development environment.
<br/><br/>
Dive into the essentials of React and React Native, where you'll gain a deep understanding of <strong class = "small-text-1"> components, stylesheets, props, event handling </strong>, and the creation of essential UI elements like <strong class = "small-text-1"> buttons, text inputs, and icons</strong>. You'll also take a deep dive into React Hooks, mastering concepts such as <strong class = "small-text-1"> useState, useEffect, useRef, useContext </strong>, and even creating custom hooks.
<br/><br/>
We'll also explore advanced topics such as <strong class = "small-text-1"> debugging, data management with Redux, User authentication </strong>, building APIs with <strong class = "small-text-1"> NodeJS and Express </strong>, integrating payment systems using <strong class = "small-text-1"> PayUMoney</strong>, and deploying your applications to app stores.
<br/><br/>

Mobile (Android & iOS) Application Development with React Native

Unlock your potential in mobile app development with TechSim+'s comprehensive React Native course. From beginner to advanced, gain the skills and knowledge needed to build robust, cross-platform apps. Enroll now and embark on a transformative journey in mobile app development