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Intermediate · 28 Days · 28 Lessons

28-Day AI Trader Challenge

Master AI-powered trading tools and algorithmic thinking.

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28
Lessons
~15 min
Per day
28 Days
Duration
Intermediate
Level
Free Preview

Week 1: AI & Algorithmic Trading Foundations

Your first 7 lessons are completely free — no account needed to read.

1

What Is Algorithmic Trading?

4 min

More than 70% of US stock market volume is now generated by algorithms. Understanding how they work is no longer optional — it's essential.

2

How AI Reads Market Data

4 min

AI trading systems process data at a scale and speed no human can match. Understanding what they're looking for gives you an edge.

3

Introduction to Trading Indicators

4 min

Indicators are mathematical tools applied to price and volume data to help identify trends, momentum, and potential reversals.

4

Pattern Recognition Basics

5 min

Chart patterns encode recurring market behaviour. AI systems are trained to spot them instantly — you can too.

5

Backtesting: Testing Your Strategy

5 min

Backtesting means testing a trading strategy on historical data to see how it would have performed. It's how professional traders validate ideas before risking capital.

6

Sentiment Analysis & News Trading

4 min

Market sentiment — the collective emotion of all market participants — is a powerful driver of short-term price moves. AI reads it in real time.

7

Week 1 Review & Knowledge Check

4 min

You've covered the foundations of AI and algorithmic trading. Let's solidify your understanding.

Full Curriculum

28 lessons across 4 weeks. Everything you need to go from zero to confident.

W1
Week 1: AI & Algorithmic Trading Foundations
7 lessons
1What Is Algorithmic Trading?4 min
2How AI Reads Market Data4 min
3Introduction to Trading Indicators4 min
4Pattern Recognition Basics5 min
5Backtesting: Testing Your Strategy5 min
6Sentiment Analysis & News Trading4 min
7Week 1 Review & Knowledge Check4 min
W2
Week 2: Advanced AI Tools & Indicators
7 lessons
8Machine Learning Models in Trading4 min
9Neural Networks Explained4 min
10Using AI Screeners4 min
11Quantitative Strategies4 min
12Options & AI4 min
13Crypto AI Signals4 min
14Week 2 Review4 min
W3
Week 3: Building Your System
7 lessons
15Defining Your Edge4 min
16Systematic vs Discretionary Trading4 min
17Risk Rules for Algorithmic Systems4 min
18Portfolio Optimisation4 min
19Automation Tools4 min
20API Trading Basics4 min
21Week 3 Review4 min
W4
Week 4: Live Deployment
7 lessons
22Going Live: Your Checklist4 min
23Monitoring Your System4 min
24Dealing with Drawdowns4 min
25Adapting to Regime Changes4 min
26Scaling a Profitable System4 min
27The Continuous Improvement Loop4 min
28Challenge Complete4 min
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