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#algotrading

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#python #algotrading #algorithm
#riskmanagement #backtesting
#crypto #btc #bitcoin
#stock #finance #fintech
#technology

Follow-Up:
Make Bitcoin Great Again

Turtle BTC Algorithmic Trading with Technical Analysis & Backtesting in Python

Unlock the Potential of Turtle Trading in the BTC-USD Market

By using several quant algorithms to backtest the performance of the strategy in the BTC market, this study evaluates the PoS of BTC-USD.

#exploremore 👇

medium.com/@alexzap922/turtle-

#python #algorithm #algotrading
#bitcoin #crypto #risk #riskmanagement #volatility #fintech #finance #testing
👉 Backtesting, Optimizing & Combining Multiple Algorithmic Trading Strategies Effectively: Bitcoin Use Case

👉 Integrated Techniques to Prevent Overfitting & False Confidence in Technical Analysis Performance Evaluation

#exploremore 👇

medium.com/@alexzap922/backtes

#python #algotrading #portfolio #stockmarket #investment #datascience #technology

Post-Election Portfolio Allocation & Diversification Strategies Revisited: Macroaxis SaaS vs Flexible Backtesting with BT in Python

Using BT Backtesting to Evaluate Financial Performance of Trump Equities (20 Stocks) vs Mixed 12+12 Equity/Bond ETFs

#Exploremore 👇
medium.com/@alexzap922/post-el

#python #machinelearning #artificialintelligence #regression #stockmarket #algotrading #technology
#datascience #prediction #price #Apple #stock #tech
👉 AAPL ML/AI Stock Price Prediction: Fusion of Tsfresh Feature Engineering & Voting Scenarios with Multiple Regressors

👉 Supervised ML Stock Price Predictions with Tsfresh Automated Feature Extraction, Weighted Voting Scenarios & 26 Accepted Regressors

#exploremore 👇
medium.com/@alexzap922/aapl-ml

So took me much longer to port my stock trading algorithm over to a proper automated system then I hoped...

I knew I had something impressive because I had backtested a rudementary version of my algorithm and the ROI was astronomical. Problem was the platform I was using was very basic, it couldnt autotrade for me and was almost impossible to code anything too advanced anyway. But it did provide back testing. For some time after that i used the algorithm to trade manually, checking when it told me to buy or sell and doing it. while that proved out the ROI was real it didnt really reach its full potential as I would often trade sometime after the algorithm alerted me.

Now I have everything **finally** automated took two solid months but its working. I have thrown every stock I could find at it and after backing for a year, random years every time, different stock, not **once** has the algorithm lost me a penny at the end of any year. Some stocks it never traded on because the volume was too low and apparently it knows well enough to not go in on those stocks (not entirely sure how honestly even though i wrote the damn thing), for those stocks the ROI is 0 of course. But for every other stock I am coming in multiple times over buy&hold, even when the stock goes negative overall and crashes (it knows when to short)!!!!

I am so excited how well this is working out.