Course Curriculum
Total learning: 24 lessons / 12 quizzes
- Getting started and how to import free market data 30 minLecture1.1
- Control questions about lession 1.1 6 questionsQuiz1.1
- Get data from Interactive brokers (IB) and from professional data providers 45 minLecture1.2
- Control questions about lesson 1.2 5 questionsQuiz1.2
- In 40 Minutes to useful results 40 minLecture2.1
- Control questions about lession 2 6 questionsQuiz2.1
- Code for lesson 2Lecture2.2
- SCAN which stocks have new highs and new lows, end of day and realtime 15 minLecture3.1
- SCAN which stocks produce MACD buy or sell signals, realtime 05 minLecture3.2
- Control questions about lession 3.1 and 3.2 4 questionsQuiz3.1
- EXPLORE = ADVANCED SCAN – three small examples 20 minLecture3.3
- Create a Correlation Table with an exploration 10 minLecture3.4
- Control questions about lession 3.3 and 3.4 6 questionsQuiz3.2
- Code for lesson 3.1Lecture3.5
- Code for lesson 3.2Lecture3.6
- Codes for lesson 3.3Lecture3.7
- Code for lesson 3.4Lecture3.8
- Two simple examples of Trading Systems to start with: BuyAndHold and Moving average Crossover with Optimization 20 minLecture4.1
- Control questions about lession 4.1 3 questionsQuiz4.1
- Beginning of Month System – from basics up to Monte Carlo Analysis and Walk Forward Testing – Idea, Code, Settings, Backtest, Exploration 25 minLecture4.2
- Beginning of Month System – Reproduce Results from my book “Trading Systems” 15 minLecture4.3
- Control questions about lession 4.2 and 4.3 6 questionsQuiz4.2
- Walk Forward Analysis (vs normal optimization) 30 minLecture4.4
- Control questions about lession 4.4 5 questionsQuiz4.3
- Monte Carlo Analysis on Beginning of Month system- easy to use! 25 minLecture4.5
- Control questions about lession 4.5 5 questionsQuiz4.4
- Codes for lesson 4.1Lecture4.6
- Code for lessons 4.2 – 4.5Lecture4.7
- Portfolio tests with the Bollinger system- overview and out of sample trades 50 minLecture5.1
- Control questions about lession 5.1 5 questionsQuiz5.1
- Survivorship bias in portfolio tests 25 minLecture5.2
- Control questions about lession 5.2 4 questionsQuiz5.2
- Bollinger System – Reproduce results from my book “Trading Systems” 35 minLecture5.3
- Control questions about lession 5.3 4 questionsQuiz5.3
- Code for chapter 5Lecture5.4
- Monte Carlo Analysis on a portfolio of S&P500 and Nasdaq100 stocks 10 minLecture5.5
Chapter 1: Get market data (Users who already have data can skip this chapter) 4
Chapter 2: Start with AmiBroker: In 40 Minutes to useful results 3
Chapter 3: Scan and explore your data 10
Chapter 4: Trading systems for single markets 11
Chapter 5: Trading a portfolio of stocks 8
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