You stare at that glaring candlestick chart on the screen, your finger hesitating on the keyboard for 0.03 seconds—it's this moment of hesitation that evaporates the cost of an electric vehicle from your account. Don't panic; today’s goal is not to teach you to be a victim, but to help you become the harvester, turning the market into your personal ATM with just a few lines of code.
Step 1: Transform the kitchen into an armory
Before opening the computer, first equip Python with three Swiss army knives: Pandas is responsible for slicing messy data into neat sushi rolls, Numpy boosts computational speed to drift mode, and Matplotlib can make your trading curve cooler than Van Gogh's starry night. Don't be intimidated by these terms; installing them is like adding a marinated egg to instant noodles—just follow the tutorial and click the mouse.
Step 2: Design your money printing pipeline
Imagine you are developing an exclusive recipe: when the coin price soars like a roller coaster, the system automatically nets shorts; when it drops into the basement, the program immediately buys the dip. There is a hidden trick here—innovate the moving average strategy. For example, set two 'warning lines', the short-term moving average is a sensitive hound, and the long-term moving average is a steady old turtle. When the hound suddenly jumps on the old turtle's back, that’s the signal to pull the trigger.
Step 3: Try and error in the time machine
The backtesting framework is like equipping your strategy with a time remote control, allowing you to travel back three years to verify this set of skills. However, be careful not to fall into the trap of 'talking without action'. Ordinary backtesting is like reading game guides, while event-driven backtesting is like wearing VR goggles in real combat—every trade simulates the real market's lightning speed, accounting for network latency and transaction fees clearly.
Step 4: Install a safety lock on the money printing machine
Have you seen a hydropower station being repaired by a waterfall? A truly ruthless person will add two valves to the strategy: dynamic profit-taking acts like a sensitive floodgate, retreating in batches once profits exceed a threshold; grid replenishment is a precise pumping system, the deeper the price falls, the greater the replenishment effort. Remember, no matter how perfect the algorithm is, it fears black swans, so regularly check the code weekly, just like maintaining a supercar.
In the dead of night, you watch the script running automatically on the screen, suddenly realizing that the most attractive scene in the crypto world is not the soaring curve, but that quietly jumping log: 'Strategy triggered: Short 0.5 BTC - Transaction completed'.
Those who understand have already followed and liked, letting newcomers continue to get lost in the noise. I am the first principle of cryptocurrency trading, see you next time!
(Tip: This article does not constitute investment advice; the market carries risks, and decisions should be made cautiously.)