I was testing the waters to see if modern machine learning approaches can be used to predict and automate selling and buying of assets in todays stock market, at a much more efficient rate. Only 5 months in it makes around $3,500month in revenue, with a maintenance cost just shy of $90month.
Im planning to continue working on it with the goal of scaling the bot as much as possible. Howd you come up with the idea to build your stock trading bot?
I was getting ready to board a flight to SFO and best forex brokers for algo trading decided to download some podcasts. I felt like trying something new, so I picked a few of the most popular ones from the Finance category. 10,000 feet above the ground, I hit play and made myself best forex brokers for algo trading comfortable. Prior to this project, my experience with finance in general was pretty limited.
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Long story short, I ultimately ended up going backtesting on mt4 for the stock market, but not into best forex brokers for algo trading high frequency trading in its real meaning.
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My bot holds a single position from seconds best forex brokers for algo trading to minutes (sometimes even hours), which makes it more of an automated trader than a high frequency trader. The reason behind this best forex brokers for algo trading is that being an individual trader makes it extremely hard to compete with the big guys, as youre lacking perks such as very powerful hardware, advance trained software, and great locations for your servers. The closer to the stock exchange you are, the faster you receive the information. Large investment servers are best forex brokers for algo trading literally paying millions to get their servers a few miles closer to the exchanges. For trading I recommend Kite, mainly for their stable Connect APIs and the low bandwidth. Their limitation is 3 requests per second, and this was more than enough for my new strategy.Getting solid historical financial data isnt cheap, and with so many people hitting the providers to scrape and download data, I dont blame them for limiting the offered information.
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