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Masterclass: AI & LLMs for Predictions Markets

Master the Intersection of Prediction Markets, Kalshi APIs & LLMs to Build Algorithmic Apps.

Master the Intersection of Prediction Markets, Kalshi APIs & LLMs to Build Algorithmic Apps.

Meet your Instructor

Hi! I'm Paul, Founder of RuggedX, an AI-first company based in 📍 Atlanta and the builder and Instructor at CoursesX

At RuggedX, I’ve built scalable, API-centric platforms spanning Trading Algorithms , Personal intelligence systems, agentic Orchestration, and generative content engines. My work integrates AI, ML, LLMs, and real-time data with cloud-native DevOps pipelines

Additionally, I'm a Technical Account Manager at Google with a focus on AI & ML and a reasonable caffeine appreciation. Beyond building, I share practical AI insights on Instagram , YouTube , and Medium .

What To Expect

This masterclass is a deep dive into building algorithmic trading systems for event-driven binary contracts. Learn how to architect, apply, and operate deterministic, agentic, and hybrid trading platforms using Kalshi APIs. You will master event-based logic, probability-based decision engines, and real-time integration of outcome oracles to drive automated trading for prediction markets.


Ready to master LLMs for the Prediction Markets?

This MBA-level program blends event-driven markets, large language models, and modern software engineering. Build intelligent agents, automate prediction strategies, and deploy production-ready systems on Kalshi and beyond.

  • Compare and orchestrate top LLMs (Gemini, ChatGPT, Anthropic, Perplexity, Grok) for event market insights
  • Integrate Kalshi APIs into resilient event-driven pipelines
  • Build prediction agents that analyze sentiment, model probabilities, and generate trade signals
  • Turn market event data into actionable dashboards and AI-powered decision tools
  • Deploy production-grade prediction platforms with Google Cloud Vertex AI and Laravel
  • Capstone: launch a complete AI prediction system with data, agents, backtesting, and execution

Leverage AI & Prediction APIs in the Best Way Possible

This MBA-level program is practical, rigorous, and outcome-driven. You'll move from theory to deploying production-ready prediction systems powered by LLMs, event data, and cloud infrastructure.

api

Master Kalshi APIs

Deep dive into Kalshi APIs for event-driven markets to handle complex order management and portfolio tracking.

precision_manufacturing

Architect Prediction Systems

Build agentic, hybrid, and deterministic prediction platforms designed for autonomous event-driven strategy execution.

psychology

AI-Driven Probability Modeling

Master the use of LLMs to enhance probability estimation and decision-making within your prediction architecture.

Got a question? We have answers

Frequently Asked Questions

What is Courses, and who is it for?

Courses is an AI-powered learning platform designed for learners, professionals, developers, and traders. Whether you're a beginner exploring AI, a developer building platforms, or a trader optimizing strategies, Courses helps you learn, build, and apply skills that matter.

Is Courses beginner-friendly?

Yes! Courses offers expertly designed courses, including beginners, intermediate, and advanced. You can start from scratch or advance your existing skills with structured learning paths in LLMs, prompt engineering, AI agents, and financial market automation.

How does Courses work?

Courses follows a simple flow: Pick a course from the catalog, complete the checkout process, and start learning. Learn in short modules, Build projects (apps, dashboards, trading tools, prompt packs), and Apply & Scale what you build into real workflows with lifetime access.

What makes Courses different?

Courses is built by Paul Kamau, the Founder of RuggedX , and also works at Google blending engineering expertise with real trading knowledge. Every course produces a tangible artifact like a working apps, repo, prompt pack, or dashboard that you can showcase or use immediately. It's ROI-driven, focusing on time saved, better decisions, and market-ready tools.

I'm having issues with the course. Who can I contact?

We go you! Send us an email at [email protected]

Is there a money back guarantee?

We do not offer a money-back guarantee at this time.

Can I get an invoice?

Absolutely! After making a purchase we will automatically email you a receipt. If you need a more detailed invoice, just email us.

Do you offer discounts?

While we strive to offer fair pricing for all learners, we do provide special team pricing for organizations looking to enroll multiple members. Please contact us for more details on team discounts.

Is this an accredited program?

No, this is not an accredited academic program. We're focused on fast, practical, real-world skills for learners rather than degrees or badges and without the 100K in student loan debt. 🙃

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