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The turnout was overwhelming! Take a look below at the conversation summary:. How much computer coding ability must one have to use this well? You don't need to be a coding expert to work on an algorithm in Quantopian. Some algorithms can be coded up with some fairly basic logic, stuff that you'd learn in early stages of a programming class. The more intricate your logic, or the more advanced your mathematical operations are, the more you're going to need advanced skills.

We think that algorithm collaboration upcoming new feature is going to help with this quite a bit - people with great ideas will be able to pair with people with more coding skills, and they can collaborate on a result. We also think there is a future in renting of algorithms. He's one best paper trading platform reddit our advisors, and he's done a ton of work to make complex mathematical operations easy in Python. Do you guys have any plans to integrate company financial data for the fundamental investors?

Yes, we definitely do. We get this request all the time, and we are chomping at the bit to deliver it. Company financial data appeals to more than just fundamental investors, too. We built the the backtester first, then we did live trading, and data exploration is next.

I worked with a few other people to write the algo that is trading Quantopian's money right now, which we shared with the world: I love algo ideas that model relationships between securities, the simplest of which is pairing. His implementation is cool because it also uses a Kalman filter: Right now, everything is free. We're focused on bringing the community together, and we're talking to our current live traders about pricing.

The basic structure will be: Yes, we're talking to a number of data vendors about estimate data. I see fundamental corporate data as breaking between historical data from filings and forward estimates.

I'm a huge fan of Estimize, and I think they are part of a major best paper trading platform reddit to use crowdsourcing to improve data origination and data quality. As our community continues to grow, one way to draw more data to the platform is to become a sales channel for the data providers.

I think that core data like historical filings needs to be free for research and testing, but that freshly delivered data used in live trading can be fee-based. How much AUM is currently being managed by Quantopian-hosted live-trading algorithms? I have to be a little bit vague, because we haven't spoken about total assets under management AUM publicly yet, and it is one of the best hooks we have for news coverage.

I've actually started referring to the total as our "Algorithmically Directed Assets" or ADA since we aren't a broker or fund manager and don't hold your account. We're trading through 30 IB accounts today in private beta. I feel very comfortable that we are getting both sufficient technical burn-in best paper trading platform reddit that we are directing a meaningful amount of capital. At the moment, the best paper trading platform reddit for ADA growth seems to be algorithm development.

I love the things you are doing! How many developers did you initially start out with? Did you start doing the coding yourself? Or how did the launch come along? Do you feel that your hosting is latency sensitive yet? My wife was able to support our family for the first phase of Quantopian's existence, so I was able to invest the proceeds of selling my last company into Quantopian. To keep costs low I set up for work in our shed. I wrote the original prototype myself, and the first website drew a good initial audience after a few blogs mentioned it.

I started in June ofand around November it started to get really cold in the shed, so I figured I should try to get some funding so I could get a real office: I met Spark Capital around then, and they lead our seed round in January of Then I hired my CTO, and we worked together for about 6 months re-writing the prototype to be "real".

But, we didn't get our office until June of when we wanted to ramp up our team. Instead, I worked from the public library in my town through the winter: Everything is hosted on amazon. We're specifically avoiding HFT, so latency of s is our target. We see much less than that. If you have passion for an idea, it will gain momentum when you talk to other people about it.

I also relied on the opinions of others - my wife, friends with experience starting companies, friends from finance, and a few mentors. Working alone from the shed and public spaces was a humble start, but it still felt awesome in the beginning. Starting up is a thrill, and each milestone feels epic - loading a month of historical trade data seemed incredible when I did it the first time. And when the first best paper trading platform reddit avid user who started emailing me feature requests, I was dizzy with excitement.

Same with hiring people. You have to really enjoy each step so that you can weather the setbacks. We had to make it best paper trading platform reddit losing to big companies in recruiting, realizing we couldn't afford all the data purchases we wanted to make originally, and live trading being way harder than we expected. To see the full conversation thread, click here. The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by Quantopian.

In addition, the material offers no opinion with respect to the suitability of any security or specific investment. No information contained herein should be regarded as a suggestion to engage in or refrain from any investment-related course of action as none of Quantopian nor any of its affiliates is undertaking to provide investment advice, act as an adviser to any plan or entity subject to the Employee Retirement Income Security Act ofas amended, individual retirement account or individual retirement annuity, or give advice in a fiduciary best paper trading platform reddit with respect to the materials presented herein.

If you are an individual retirement or other investor, contact your financial advisor or other fiduciary unrelated to Quantopian about whether any given investment idea, strategy, product or service described herein may be appropriate for your circumstances. All investments involve risk, including loss of principal. Quantopian makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances.

The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory or other services by Quantopian.

In addition, the content of the website offers no opinion with respect to the suitability of any security or any specific investment. Quantopian makes no guarantees as to accuracy or completeness of the views expressed in the website. Best paper trading platform reddit investments involve risk — including loss best paper trading platform reddit principal. You should consult with an investment professional before best paper trading platform reddit any investment decisions.

Back best paper trading platform reddit all posts. Take a look below at the conversation summary: Written any good algorithms yourself? What does your pricing model look like?

Turning a Predictive Model into Trades. Simple, But Not Easy by Dr. Enhancing Statistical Significance of Backtests by Dr. Get the latest news on Quantopian.

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