2.3 Bars In order to apply ML algorithms on your unstructured data, we need to parse it, extract valuable information from it, and store those extractions in a regularized format. Most ML algorithms assume a table representation of the extracted ...

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Some signs of life after CPI then another smackdown. Expecting more of the same tomorrow followed by a big slide to end the week. Tripling my shorts as it’s risk free to me.

NAS100 NASDAQ100 ONLY (ND and NQ Futures and CFDs)

I thought the unemployment news might convince some folks that the Fed might hold off but nope. Time to go for the jugular.

Gold

2.2.3 Analytics You could think of analytics as derivative data, based on an original source, which could be fundamental, market, alternative, or even a collection of other analytics. What characterizes analytics is not the content of the ...

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No desire to face up to this bear. All mean reversion has been smacked down so far. Enjoying being right (for a change) and sitting tight. Ready for something wild around NY open.

Gold

Almost. A lot can happen on a news free day.

NAS100 NASDAQ100 ONLY (ND and NQ Futures and CFDs)

Indeed.

NAS100 NASDAQ100 ONLY (ND and NQ Futures and CFDs)

Anything can happen tomorrow. but for now… Thank you irrationally fearful markets. All the money coming out of tech must be going into bonds?

NAS100 NASDAQ100 ONLY (ND and NQ Futures and CFDs)

Self-adjusting EAs are an interesting research project. If ML has some promise I would expect it to be in adjusting inputs to meet changing conditions faster than a human.

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2.2.2 Market Data Market data includes all trading activity that takes place in an exchange (like CME) or trading venue (like MarketAxess). Ideally, your data provider has given you a raw feed, with all sorts of unstructured information, like FIX ...

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2.2.1 Fundamental data A common beginner's error is to assume that this (fundamental) data was published at the end of the reporting period. That is never the case. (?) For example, fundamental data published by Bloomberg is indexed by the last date ...

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Do you do this manually or have you automated the process?

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Chapter 2 In general, you do not want to consume someone else's processed dataset, as the likely outcome will be that you discover what someone else already knows or will figure out soon. Ideally your starting point is a collection of unstructured, ...

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Better listen to the experts. You can spot them because they have the word “expert” in their usernames.

Gold

complete bull capitulation. 15000 by tomorrow?

NAS100 NASDAQ100 ONLY (ND and NQ Futures and CFDs)

Yeee haw!

Gold

Bearish. No rallies until the retail bulls have been ground to dust and only if inflation is fully tamed.

NAS100 NASDAQ100 ONLY (ND and NQ Futures and CFDs)

Just the book of Zebi (or USDIDX)

Gold

As advertised

Gold