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So I actually am going to redo these videos since I have a much more scalable approach now. Thanks!

No lol. I just thought It was cool.

There are many permutations of this. Would need to think about it 😜 .

@MLAlgoTrader the math isn't too deep, but trying to run it in code is the hard part

So from my experience you need it. You can use ibc or in controller to not need to use a mouse but it needs graphics so for example you can't do it in Python anywhere. I tried a lot...

Yes little weak

Yeah sometimes it's hard to make harder videos so I make smaller ones. I'll compromise and maybe do once a week but there are technical indicators I think most people don't know lol.

Will do eventually. I have a long series planned on alpaca including trading the news. Btw which technical indicator do you want to see ?

@@MLAlgoTrader I agre with this guy, VWAP indicator could be fine, and as he said how to set everything up from backtesting to actual deployment of a optimized trading bot THAT WORKS.

​@@MLAlgoTrader yeah VWAP would be cool, but i think its provided by alpaca api data as well. as for me some hands on stuff would be appreciated, what do you use and what has worked for you or maybe the "usually" premium indicators. #IDEAS: *backtesting --> what to look out for, key kpis to look for and what level they should have, how to test on multiple tickers and how to get aggregated results on the strat. *indicators --> technical ratings, supertrend, volume profile, parabolic SAR, chart pattern recognition *alpaca --> how to set up 5 min bar streams, i think standard timeframe is min, hour and day. but yeah, mostly im interested in the whole process, so from setting up a strategy, testing it, refining it with machine learning / ai and then setting up the bot and letting it run and see how it performs and also maybe that while its active to still keep checking it with machine learning and ai. i know you have stuff of all of this already here and there. but then one playlist would be cool that kind goes through a whole process from start to finish. I am super eager to learn the whole process and set things up and also maybe starting to run it locally on an something like a mini pc. well yeah, i feel like a noob haha but yeah maybe i could give you some ideas. im glad for anything you put out!! keep up the good work!!

Hey I don't think I have it anymore but not home right now . I have been limiting a bit some of direct code just cuz been copied and posted as blog lol. I don't mind posting this one specifically so I'll look .

Thanks for your kind words.I don't think this is possible with Interactive Brokers. It also isn't even possible to get live trade data either, let alone level 2. I do want to get into that also one day. It might be very expensive. Polygon.io has good trade level data and quotes but not level 2

@@MLAlgoTrader Thank you for your response. Hope you someday work on it and make a video about it. Keep rocking.!

@shashankkuber1300 thanks. Btw if you come across good data sources please share with me! Issue with data is it is expensive

@@MLAlgoTrader Agreed. I will let you know where i settle on this search.

Decided to discontinue this series. Maybe I will redo it at a later time.

You can't use it in Canada?

i smell a honey pot

Not sure about your question. To be honest, I have never owned/traded crypto in my life. I trade stocks/options. I only made this video because stock market is closed :).

The market data needs a subscription. Executing trades doesn't . But it it is hard to trade without market data. Sorry for late response was sick.

@@MLAlgoTrader No worries man, I truly hope you're well. My question is, how are we able to obtain basic tick / historical bar data even without the subscription? And what's the cutoff / value add of the market data subscription? (And I'm sure you're right when you say "it is hard to trade without market data")

@@QuantEdgeHub The data subscription I think turns out around 5$ a month. It is a must need . You need it for any trading/historical data stuff with Interactive Brokers. BTW if you want to play around with free data Alpaca ha s good trade level data, but trade level data is a bit hard to deal with :)

@@MLAlgoTrader I seee. Thank you sir. I must be missing something. I’m sure it’ll be clarified as I keep at it. That’s very helpful. Take care.

Possible checkout my scanners video.

hello, I mean when you will release the video about part 2?

I released a lot of ibkr videos I promise for more just a tough time lately and so doing easier videos. I promise for more better than ever

I am open to discussion. Please email me trademamba@gmail.com or Twitter me.

Thanks

Sorry I might not get to this I'm just overwhelmed with things. I'll try to get to all these comments when I get the chance

I plan to redo all these videos in an organized way. I was about to publish but ran into sickness/urgent things.

Thank you

I recommend you use ib gateway it is way lighter weight and keeping running isn't big deal.Not sure what you mean by do while loops?

@MLAlgoTrader sorry you're correct that's an old habit from my C programming days. I guess Python doesn't technically have do-while loops. I need to check out ib gateway thanks so much for the advice

@MLAlgoTrader I've been making API calls every 15 minutes through IBKR to calculate moving averages and place limit orders if they are a certain standard deviation down from the moving average to try to capture potentially oversold situations using a while True: and break conditions that's what I meant by do-while I just didn't explain it very well. I will definitely check out ib gateway because TWS makes my fan run harder than Crusader Kings III and TWS makes me feel like I'm in 1995 and not in a good way lol

Thank you

I don't think I made one. All this stuff is on my todo list that is backed up like crazy.

Hey sorry I haven't had time for anything I'll respond next week . Most things are possible

@@MLAlgoTrader No problem, thank you for all your help!

My last VM died so doing it myself now will let you know trying to follow my own instructions lol when I get the commands Ill update you but it is based on this video ruclips.net/video/jyI9qiKPJHU/видео.html

Ok I just did it therse are the 3 steps I had: 1.Run wget download2.interactivebrokers.com/installers/ibgateway/stable-standalone/ibgateway-stable-standalone-linux-x64.sh to download 2. Run chmod +u+x ibgateway-stable-standalone-linux-x64.sh to change permissions 3. Run ./ibgateway-stable-standalone-linux-x64.sh to install You might need to install a remote deskop and or display...

@@MLAlgoTrader Any luck?

I don't think I have this code available, but will make a medium blog about all these old videos and organize them. Sorry

@MLAlgoTrader can you make one video step by step guide ml trading without much details of math just understand how its architecturally can be orchestrated

Yes. But it must be used in conjunction with other edges in the market. Also, you must experience wiping out your account to succeed . It isn't magic

I might make a video on all my failures for people to learn from but it is a bit personal for now lol.

I think you really need much more context to do it properly. Macro, technical, fundamentals, chatter on twitter, reddit, etc. But if I can have a system alert me on some of these very important reports it would help out. We can chat about it off youtube sometime!

Although rapidly recovering. Just a crazy stock

Thanks !

I don't know what to believe anymore but I am a super micro fan 🤣 even though at first I lost a lot They built largest ai cluster for for xai so they are a legit company x.com/Supermicro_SMCI/status/1850915433073025140?t=MgCY57tDC6OwTO06cS5Jgg&s=19