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Mammoth Club All levels 3 sections 12 lectures

Deploy & Automate: AI Cloud & Deployment Specialist 401 (ACDS-401)

Build, Connect, and Launch a Complete AI App β€” From Local Code to Live Cloud!

01
Skill level
All levels
02
Sections
3
03
Lectures
12
04
Instructor
Alex Kropf
What's inside

This course includes.

3
Sections
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
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Course content

Curriculum & lectures.

3 sections · 12 lectures
+ Module 1 – The Big Picture: From Local Code to Global App 5 lectures
What β€œEnd-to-End” Really Means – Frontend, backend, model, data, and users β€” all talking seamlessly. Locked
System Design for AI Apps – Plan your architecture like a pro: components, APIs, storage, and scaling. Locked
Choosing the Right Cloud Stack – Match your project to AWS, Azure, or GCP strengths. Locked
Security & Compliance Setup – Lock down access, protect keys, and configure HTTPS. Locked
Hands-On: Draw Your AI App Architecture and Prep Your Cloud Environment. Locked
+ Module 2 – Building the Core AI Application 5 lectures
Integrating the Model with a Backend API – Serve your model predictions via FastAPI or Flask. Locked
Frontend Magic: Building a Simple Web UI – Add a React, Streamlit, or Gradio interface. Locked
Connecting Data Pipelines – Stream, upload, or process user input dynamically. Locked
Making It Real-Time – Use WebSockets, queues, or async APIs for snappy performance. Locked
Hands-On: Launch a Working Prototype Locally. Locked
+ Module 3 – Cloud Deployment & Automation 2 lectures
Containerize Everything – Package frontend + backend + model into Docker images. Locked
Deploy to the Cloud – Launch on AWS ECS, GCP Cloud Run, or Azure Container Apps. Locked
Description

About this course.

You’ve learned how to host models and scale them.

Now it’s time to bring everything together β€” frontend, backend, model, and data β€” into a fully functional, cloud-powered AI application.

Welcome to ACDS-401, your hands-on deep dive into end-to-end AI system design and deployment.

By the end, you’ll have a real, working AI web app β€” complete with APIs, UI, security, and live cloud hosting.

This is the course where your model finally becomes a product. πŸš€

πŸ’‘ What You’ll Learn

  • Design full-stack AI systems that scale from day one.
  • Connect your model to the web using FastAPI, Flask, React, or Streamlit.
  • Automate cloud deployments with containerized builds.
  • Implement real-time features that make your AI app feel alive.
  • Secure and monitor your app like a true professional.

🧩 Inside the Course

Module 1 – The Big Picture: From Local Code to Global App

Learn how all the moving parts β€” model, API, UI, and data β€” fit together. You’ll sketch your first complete system design, choose the right cloud stack, and set up security best practices for real-world deployment.

🎯 Hands-On: Draw Your AI App Architecture and Prep Your Cloud Environment.

Module 2 – Building the Core AI Application

Time to make it real! Connect your AI model to a backend API, design a simple yet sleek web UI with React, Streamlit, or Gradio, and wire it all together with dynamic data and real-time performance.

🎯 Hands-On: Launch a Working Prototype Locally.

Module 3 – Cloud Deployment & Automation

Turn your local prototype into a globally accessible app. Containerize your frontend, backend, and model β€” then deploy the full stack to AWS, GCP, or Azure with one streamlined workflow.

🎯 Hands-On: Deploy Your Complete AI App to the Cloud.

🧠 By the End of This Course, You’ll:

βœ… Know how to plan, build, and deploy an end-to-end AI application.

βœ… Master frontend-backend-model integration for real users.

βœ… Confidently launch production-grade apps on major cloud platforms.

βœ… Have your own cloud-hosted AI project β€” ready to demo, share, or scale.

πŸŽ“ Course Snapshot

  • Level: Advanced
  • Focus: Full-stack AI system design, cloud deployment, and automation
  • Tools Covered: FastAPI, Flask, React, Streamlit, Docker, AWS, GCP, Azure
  • Includes: Lifetime access + full source files + deployment blueprints

βš™οΈ Why This Course Rocks

This isn’t just about coding β€” it’s about engineering the full experience.

You’ll think like a system designer, build like a developer, and deploy like a pro.

When you finish, you won’t just have a model β€” you’ll have an app that anyone can use, anywhere in the world. 🌍

πŸ‘‰ Enroll now and transform your AI ideas into production-ready applications β€” from start to scale!

Instructors

Taught by people who ship.

Alex Kropf

Alex Kropf

Mammoth Club's CLO, public speaker, consultant, IT author and Senior Software Developer. Alex has produced best-selling courses, books and workshops for Mammoth Club, Course Pro and our clients since 2016.

Ready to start building?

Build, Connect, and Launch a Complete AI App β€” From Local Code to Live Cloud!

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