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Would you like to inspect the original subtitles? These are the user uploaded subtitles that are being translated: 1 00:00:11,940 --> 00:00:14,130 Hi, everyone, and welcome in this new minute. 2 00:00:14,610 --> 00:00:22,760 In this video, I will show you how to use the produce template to create a new intraday machine rolling 3 00:00:22,980 --> 00:00:24,600 algorithmic trading strategy. 4 00:00:25,140 --> 00:00:32,130 So it will be very easy because we will use that function, which will allow us to create a machine 5 00:00:32,130 --> 00:00:34,590 learning algorithm very easily. 6 00:00:35,130 --> 00:00:38,280 So here we import all the necessary libraries. 7 00:00:38,730 --> 00:00:44,190 I put the necessary functions and here I have just. 8 00:00:45,660 --> 00:00:52,230 Take the preprocessing function of the previous chapter, so it's exactly the same thing. 9 00:00:52,380 --> 00:00:54,750 So the only data? 10 00:00:56,050 --> 00:01:01,270 Then I put my features in during function and then I can treat. 11 00:01:03,850 --> 00:01:12,550 A strategy based on a linear regression, and here I will reach return the return of the strategy. 12 00:01:12,820 --> 00:01:19,620 And here I have just turned to Python that I don't want to return. 13 00:01:20,930 --> 00:01:30,350 Greater than zero point five percent 0.5, which is equal to 50 percent because this. 14 00:01:32,340 --> 00:01:42,600 Huge variation are due to generally a mistake in the data, and that's due to the real variation. 15 00:01:43,110 --> 00:01:43,440 OK. 16 00:01:43,860 --> 00:01:48,090 So for example, here you can see our strategy. 17 00:01:50,600 --> 00:01:56,330 During three years, so here there is a little bit. 18 00:01:58,190 --> 00:02:10,460 Difficult to read the data, but we can see that it begin at the health of the year 2018 and it ends 19 00:02:10,880 --> 00:02:11,470 today. 20 00:02:11,510 --> 00:02:13,980 So in March 2022. 21 00:02:14,000 --> 00:02:18,980 So three, four year and we have a very good performance. 22 00:02:19,250 --> 00:02:23,390 And so, for example, if we made. 23 00:02:25,080 --> 00:02:29,640 A board for you using the Bitcoin and Ethereum strategy. 24 00:02:29,970 --> 00:02:36,120 We can see that we can create a very profitable strategy very easily. 25 00:02:36,540 --> 00:02:43,650 OK, so I will not cut this with you because it's really just a copy paste of the previous chapter dedicated 26 00:02:43,650 --> 00:02:45,750 to scalping using price action. 27 00:02:45,780 --> 00:02:52,020 So if you have any difficulties, you can ask on a Discord forum or check again to produce videos. 28 00:02:53,850 --> 00:03:02,790 And here we can see that we have a region or the Jordan ratio equal to nine point six, which is equal, 29 00:03:03,240 --> 00:03:05,760 which is really, really good. 30 00:03:05,790 --> 00:03:11,670 OK, so we have don't take into account the trade dispute. 31 00:03:11,670 --> 00:03:12,660 Sorry, but. 32 00:03:14,200 --> 00:03:22,780 It's a really good performance, even if we don't take into account this, but we can add it using exactly 33 00:03:23,020 --> 00:03:29,320 the same way as for the price action function in the previous chapter. 3232