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Mammoth Club All levels 3 sections 12 lectures

Prototype with AI APIs: AI Product Development Specialist 201 (TC-APDS-201)

Build AI Prototypes Fast — Test, Iterate, and Bring Ideas to Life

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

This course includes.

3
Sections
1
Quizzes
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
+ Getting Started with AI APIs 4 lectures Preview
What Are AI APIs (and Why They’re Awesome) – Understand endpoints, inputs, and outputs without the jargon. Locked
Exploring Major APIs – OpenAI, Anthropic, Gemini, Hugging Face, Stability, and more. Locked
Combining APIs for Power Moves – Mix vision, text, and audio capabilities to create unique experiences. Locked
Hands-On: Make Your First API Call and Display the Result in a Simple App. Locked
+ Building the Prototype 4 lectures
No-Code and Low-Code Tools for AI – Build fast using Bubble, Make, or Replit. Locked
Prompt Engineering for Functionality – Refine API outputs for precision and consistency. Locked
Connecting Frontend and Backend – Make your prototype interactive with simple web logic. Locked
Hands-On: Build and Test a Working AI Prototype. Locked
+ From Prototype to MVP Pitch 4 lectures
Polish Your Prototype – Add brand elements, copy, and a clean interface. Locked
User Testing with Real Feedback – Gather insights and make improvements fast. Locked
Building a Mini Pitch Deck – Explain your product’s purpose, users, and AI angle. Locked
Demo Storytelling 101 – How to show off your prototype like a pro. Locked
Description

About this course.

You’ve mapped your AI opportunities. Now it’s time to build them — fast.

In APDS-201, you’ll dive into the exciting world of AI APIs, no-code tools, and rapid prototyping.

You’ll learn how to transform an idea into a working demo — complete with interactive functionality, a polished interface, and a pitch-worthy story.

No endless theory. No waiting for developers.

Just real, hands-on product creation — powered by today’s top AI APIs.

💡 What You’ll Learn

  • How to turn AI ideas into working prototypes quickly and creatively.
  • How to connect APIs from OpenAI, Anthropic, Gemini, Stability, and more.
  • How to use no-code tools like Bubble, Make, and Replit to build fast.
  • How to refine outputs with prompt engineering and user feedback.
  • How to present your prototype with confidence and clarity.

🧩 Inside the Course

Module 1 – From Idea to Implementation

Revisit your AI product idea and plan how to bring it to life. You’ll define your user journey, choose your AI capabilities, and map out your prototype plan.

🎯 Hands-On: Create a Prototype Blueprint for Your AI Idea.

Module 2 – Getting Started with AI APIs

Learn what APIs are, how to use them, and why they’re the fastest way to add real intelligence to your products. Explore major APIs for text, image, and audio — and make your first live call.

🎯 Hands-On: Make Your First API Call and Display the Result in a Simple App.

Module 3 – Building the Prototype

It’s build time! Use no-code and low-code tools to connect your APIs, polish your interface, and test your AI functionality. You’ll learn to debug, refine, and iterate — just like real startup teams do.

🎯 Hands-On: Build and Test a Working AI Prototype.

Module 4 – From Prototype to MVP Pitch

Turn your prototype into a showcase-ready demo. Learn how to gather user feedback, craft a mini pitch deck, and tell your product’s story with confidence.

🎯 Capstone: Present and Demo Your AI Prototype Live.

🧠 By the End of This Course, You’ll:

✅ Build your own interactive AI prototype using modern APIs.

✅ Master rapid product design and iteration workflows.

✅ Have a pitch-ready demo and deck to share with investors, clients, or employers.

✅ Feel confident using AI tools to accelerate real product development.

🎓 Course Snapshot

  • Level: Beginner → Intermediate
  • Track: AI Product Development Specialist Stream (APDS)
  • Focus: Rapid prototyping, API integration, and product presentation
  • Tools Covered: OpenAI, Anthropic, Gemini, Hugging Face, Stability AI, Bubble, Make, Replit
  • Includes: Lifetime access + source files + pitch deck templates

⚡ Why This Course Rocks

Forget slow product cycles — this is AI innovation at startup speed.

You’ll bring your ideas to life with APIs, build functional demos in days, and learn to present them like a pro.

When you’re done, you’ll not only have a prototype — you’ll have proof of your vision.

👉 Enroll today and start building AI products that work, wow, and win.

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 AI Prototypes Fast — Test, Iterate, and Bring Ideas to Life

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