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Fundamentals of Algorithmic Trading – AT101
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AT101 – Fundamentals of Algorithmic Trading
The 300-Lecture Mega Course That Transforms Beginners Into Skilled Algorithmic Traders
Course last updated on 17th March 2017!
Huh? What is a Trading Robot?
A Trading Robot a set of programming codes that analyses and trade the market on its own. Trading Robots allow you to trade the markets without human intervention!
What does this course offer?
This course teaches the insider knowledge to designing, testing and coding long term profitable robots. We do NOT promise that you will strike it rich overnight. We do not make ridiculous claims (like those you see in newspapers and online ads) that you will make $3722 every night.
This course WILL, however, offer you the years of experience we have in building Robots. You will understand the pitfalls and keys to success to design great robots. You will avoid the hundreds of mistakes we made in our journey.
What will I learn?
The main essence of the course is the design theories behind the Trading Robots. These theories and knowledge come from years of industry practice. This course does not only teach programming. Programming is just the tool we use to execute our ideas.
At the end of the day, you will acquire the ability to generate a trading idea, code the idea (within 1 hour), test the idea, see the strengths and flaws in the idea, improve it and finally execute the idea.
Chapters – Full List (These are Sections NOT Lectures!)
- Here’s What You Are In For!
- Programming Basics 1: Variables and Conditional
- Robot 1: Adeline – Our First Robot!
- Uncommon Common Sense. Design Effective And Logical Robots
- Garbage In, Garbage Out. Understanding Data
- Programming Basics 2: Loops
- Robot 2: Belinda – Utilising Volatility!
- To Buy Big or Small? Position Sizing and Money Management
- Robot 2A: Belinda Upgraded (No Gambler’s Ruin for Me!)
- Where To Start? Idea Generation and Expectations
- Programming Basics 3: Functions, Time and Self-Learning
- Relevant Statistics 101!
- Validating Your Robot: Backtesting!
- Programming Basics 4: Arrays And Indicators
- Robot 3: Clarissa
- What A Mess – Managing Trades, Orders and Positions
- Robot 4: Desiree
- Design Theories – Improving Robots By Manipulating Time, Entries and Exits
- Add A Twist To Your Orders – Advanced Order Management
- Robot 5: Desiree 2.0
- Buff Up Your Robot Responsibly – Optimisation Without Curve Fitting
- Perfect Your Bet Sizing – Advanced Position Sizing Methods
- Robot 6: Elizabeth
- Programming Basics 5: Clean Up Your Codes! Simple Is Fast!
- Garbage In, Garbage Out Again. Advanced Data Cleaning (Part 1)
- Excel VBA – Using Excel Magic to Improve Our Trading
- (***WE ARE HERE!!!***) Garbage In, Garbage Out Again. Advanced Data Cleaning (Part 2)
- I Like Colors And Shapes – Adding Graphics
- Robot 7: Faye
- Try And Try Again – Monte Carlo And Applications
- Not Rocket Science – Understanding Market Behaviour
- Breaking It Down – Testing Inefficiencies and Robots Separately
- Looking Outwards – Trading on External Events
- Robot 8: Grace
- Understanding Performance – High Returns Are Meaningless!
- When Robots Fail – How, Why And Is It My Fault?
- Robot 9: Haley
- Walking Forward – Advanced Optimisation
- Let’s Academise This! – Advanced Statistics And Econometrics
- Robot 10: Iris
- I Want Numbers! – Quantifying Market Behaviour
- Ring Ring! Notify Yourself When Something Goes Wrong (Or Right)
- Robot 10A: Iris 2.0
- Looking To The Future! – Advanced Optimisation 2.0
- Time For Equities, Commodities And Bonds
- Everything is Relative – Relative Value Strategies
- Robot 11: Judy
- Many Robots One System – Running A Portfolio Of Robots
- Robot 12: Kate
- Cash Is King! – Running Robots With Real Money
- Watch Her Well – Monitoring Your Robot(s)
- Buy This Robot, It Makes 100% A Month! – Evaluating Commercial Robots
- Skynet – Robots That Think For Themselves
- Robot 13: Lynda (Skynet)
- Bonus Stuff!
Note: This list may be subject to change.
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