NEXUSTRADE / VIDEOS / COURSES

Video courses

Complete courses, filmed lesson by lesson.
Every lesson is free to watch and has a transcript.

Austin Starks
Built & shared by Austin Starks

Founder, NexusTrade

Courses

15 lessons33 min

15 lessons · 33 min

Algorithmic Trading Fundamentals

Learn the full path from indicators and trading rules through backtesting, optimization, paper trading, and live deployment.

All 15 lessons

  1. 1What is Algorithmic Trading? A Beginner's Guide to Automated Strategies
  2. 2What is a Trading Indicator? The Building Blocks of Algorithmic Trading
  3. 3Technical Analysis Indicators Explained: Mean Reversion vs Momentum
  4. 4What Are Fundamental Indicators? Understanding a Company's Financial Health
  5. 5Alternative Data Sources for Trading: Satellite Imagery, Sentiment Analysis & More
  6. 6From Indicators to Conditions: Building Your Trading Rules
  7. 7What is a Trading Condition? Turning Indicators into True/False Logic
  8. 8What Are Trading Actions? The Final Building Block of Algo Trading
  9. 9What is a Trading Strategy? Indicators + Conditions + Actions
  10. 10How to Know if Your Trading Strategy is Actually Good?
  11. 11What is Backtesting? How to Test Your Trading Strategy
  12. 12What is Trading Strategy Optimization? (And How to Avoid Overfitting)
  13. 13Recap: From Building Blocks to Deployment
  14. 14How to Deploy a Trading Strategy: Paper Trading to Live Trading
  15. 15How to Backtest a Trading Strategy on NexusTrade (Beginner Guide)
12 lessons80 min

12 lessons · 80 min

AI Agents from Scratch

Build AI agents from first principles, including tools, orchestration, memory, subagents, scheduling, safety, and evaluation.

All 12 lessons

  1. 1I'll Teach You How To Build AI Agents From Scratch (10 Billion Tokens Proof)
  2. 2What Is An AI Agent? (ChatGPT Doesn't Count)
  3. 3The ONE Trick That Turns ChatGPT Into An AI Agent (Tools)
  4. 4The ReAct Loop: How Cursor & Claude Code Actually Work
  5. 5The System Prompt That Changes Everything (Prompt Engineering For AI Agents)
  6. 6How To Make Your AI Agent Truly Autonomous (Without It Going Rogue)
  7. 7How To Trigger An AI Agent (5 Different Ways)
  8. 8Subagents Explained: How AI Agents Launch Other AI Agents
  9. 9Simple Memory: How AI Agents Remember Between Runs
  10. 10How AI Agents Actually Remember (Memory + RAG Explained)
  11. 11How To Actually Tell If Your AI Agent Is Good (Evaluation)
  12. 12The Complete Guide To Building AI Agents (10 Lesson Recap)
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