AT101 – Fundamentals of Algorithmic Trading

• 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!

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