[00:01] advancing by leaps and bounds to the point that companies are being forced profile that everyone thought would be the future is now being artificial intelligence, and the world of trading is no exception. There are tools that [00:17] are firing all traders who trade manually. Yes, with their own little hands and their own time, and every day glued to the expiration date because these artificial intelligence tools are capable of [00:30] artificial intelligence tools are capable of creating strategies on their own, and you yourself will be able to add or connect those strategies to your trading accounts and have them operate for you automatically. And I'm going to show you this [00:43] in this video, a step-by-step guide so that you can strategies yourself, using a free downloadable tool, which will suggest them to you and allow you to [00:56] name is Ramón, I am the owner of the Hobby Code academy. It is the algorithmic trading, trading with robots, both in terms of students and the results of these students. Last year, I myself, using [01:10] Robots, grew an account from $500 to manage a million of it on Axis Elet, one of the top six traders in the world on that platform. I have also managed to withdraw more than €16,000 from the same funding account, which is [01:24] other withdrawals from other funding companies and I am also involved in places like investor capital. In one of the accounts I am managing more than half a million, proving to be profitable year after year. Not only that, but there are [01:39] Pedro, who has an incredible TR record and is managing more than €800,000 with his trading account operated by robots made by artificial intelligence. And also Kevin, who is a completely hands-on person [01:54] who is managing more than 1.3 million euros on that platform, and which are being managed 100% automatically with his robots, profits. I'm telling you all this so you can see that what you're going to see in [02:07] the next few minutes is pure gold, it's totally transparent, and you can replicate it yourself from home. So before we get to the show, I just ask that you subscribe to my channel because this way you'll be the [02:21] when I upload it. So subscribe and now let's get started with the video. The first step is to download this tool. This website, strategyquan.com, is a tool that I've been using since 2018, and with it I [02:36] generate absolutely all my trading strategies. Furthermore, this tool not only creates them and suggests the a series of tests, which we'll run in this video, to ensure [02:49] that it will probabilistically win you over in your future trading accounts. And the third point is that it exports that strategy to you so that it becomes a robot and you can connect it in a 100% automated operation. You're simply going to [03:04] download it. I recommend that you don't download the installer from the download section , but instead download the zip file below because it usually causes fewer problems when installing it on your Windows system. And on the website itself, when you [03:17] completely free license that lasts for a number of weeks, but you have plenty of time included a link in the description below so you can tool directly, and also a discount coupon in case you want to [03:32] buy a professional license later. of this software. Once you've installed it, well, basically it's downloading the folder, opening it, running the ex command, and entering the license. This screen will open here, which is [03:44] basically the main menu. If you don't understand English very well, go to the top right, to the little wheel button, and click on language. And here you select Spanish. When you select Spanish, you have to restart, that is, [03:56] close the application and reopen it. I have it in English, I understand it in English, and I like to read it in English too. So the first step is to download the data, that is, what financial asset do you want to create your [04:09] fan, I've been a big fan of gold for a year now , so I'm going to use gold as an example, but you can select any asset you want. Okay, what you have to do is go to the left in data manager and here I already had it [04:23] selected, but you will see a list of assets that already comes on the platform by default, which already had the data downloaded. You simply go to the top left and click on " endas copy data," which is a reliable source of [04:35] data on CFD broker assets . And here you click add new symbol. Okay, from here you have the complete list of CFD symbols. There are tons of them, including indices, Forex, cryptocurrencies, [04:51] commodities, everything, everything that the Ducas Copi broker has, because in the end, download the data, look, of the major Forex traders since 2003. We are in 2026, that is, we are talking about some 23 years [music] of [05:05] historical data to be able to work and create strategies based on historical data. Therefore, select the pair you want or search for it above. I, you want or search for it above. I, for example, will put "chao USD" and [05:17] select it here. Okay, at the very bottom it will ask you for data type, tic data or m1 data. The difference is that basically what it does is, if I have M1 selected, it's not that you're going to create strategies at M1, it's that the data at the [05:30] lowest level is to be able to create AM1. What you will be able to download is, for each minute that has that data from 2003 to today, the opening, closing, maximum and minimum price of each one-minute candle. In [05:46] this way, after it has been broken, it is able to create from this one-minute data, it can know how to create the 5-minute candle, the one-minute candle, and so on. Okay? Tick ​​data is basically every movement [05:59] the price has made every second, meaning it 's infinitely larger, with much more data in tick data. Is this necessary? Not at all. You download to M1 because, well, I'm going to [06:11] work on H1 timeframe strategies, we don't need that level. And at the very bottom, the profile. What is the purpose of a profile? Because commissions, its own swaps, its own particularities. I work a lot with [06:24] Darwins' broker, so I'm going to select Darkwunch. If your broker isn't listed here, check out the funding accounts like Fomo, this one from Fifers, and I don't know if there are any others here, but you can modify it later, that is, it's [06:38] here, it doesn't matter, select Darwins, for example, and then modify it manually, which I'm also going to show you in this video. And here postfits, I put a downloading it from Ducas Copy, so I'm going to put Ducas and accept that [06:54] you confirm the policies of this broker, of this source, you click on this broker, of this source, you click on safe. Okay, I'm going to put ducas/ytube to show you how to download this data later. Okay, here it says, okay, [07:07] which profile within Darwin do you think is a good fit to take the dark cha USD instrument darknet. I say, yes. Here they all are also if you want to change to another type of broker, but generally it already suggests the broker you have [07:22] selected. You click save and now the symbol has just been added ( USD/DCAS/ in my case, YouTube). Now I'm going here to look and I'm going to put show USD. Note that I already have several data points for the CHO USD. [07:38] three times from Darwinets. Look. Well, this is broker profiles from here. source, once from Darkworks and three times from Ducascopy. The one I downloaded now is this last one. Notice that the latter has neither time zone, nor date [07:52] from, nor date to, nor total number of days, it has nothing. I've only downloaded the data profile, but not the data itself. What do I need to do to download the data? So I select what I just added, I go back to Ducas [08:06] Copy, but now I select download of the existing symbol. Good. And now here I put all the data from 2003 to 2026, which is already given to you. I do have a paid license, but you'll probably go for the standard download; you just [08:19] leave it there for a few minutes, even an hour, and let it download automatically. I click start download and it will download automatically. You leave it there. I'm not going to give it to him because I already have it downloaded from other sites, [08:31] I'm going to work with this one up here , which is the one you'll have. Note that I have data from 2003 to 2026. Before looking for your strategies, you need to configure this asset. Okay, I'm going to double-click [08:47] information [music] about, well, for example, down here the configured correctly here because I know that on Darwunet right now, when I open a buy position, we have to pay $58 for the swap. It's outrageous. And if [09:04] I have an open sell order from one day to the next, I get paid $36. Good. and etc. You need to modify this a little depending on your broker. Okay, even though it says Darwins, it's not usually updated, so update it yourself. [09:18] And up here is the point, that is, this is the size of the contract. The contract size is very important because it has to match the contract size of your broker very well. How can you find out the contract size from [09:30] your broker? You enter metatoria of five, metatore of four, you select the where all the assets appear, you click on properties and there you will see contract size 10, 1, [music] whatever , okay? Therefore, I [09:45] have it properly configured for Darwinets here. We have the data properly configured now, eh We have the data properly configured now, eh Time Zone and you estimate 07. This is the time zone that is the vast majority of all CFD blocks. You'll find they're [09:57] all in ST +07. And now I have the data ready to start generating my first strategies. Let's move on to the slightly more complicated part to video, you'll understand it perfectly. This is the configuration of [10:12] this builder module of the tool so you can understand how to strategies with this tool for free. Okay, we'll directly to full settings in configuration and here we'll go through each tab [10:27] so you can configure it. In fact, I'm going to share the file with you so you can simply go to progress, open "from file" and this file will automatically load for you [10:42] to create your first strategies, in this case for gold. Okay, but I'm very well, although a little quickly, because as I said, you will have the file. Okay, simple strategy; I'm not going to get bogged down with anything else here. I'm going to create a [10:57] strategy that will only open long positions for me. I'm going to create a strategy that, a trading strategy, well, when A and B happen, I open a trade, okay? Therefore, I want A and B to only have one or two conditions. I don't want [11:11] five, six, seven conditions, because this would increase the over-optimization here and that probably won't work for me in the future if I add too many entry rules. Therefore, I'm going to tell it to search for me between one and two in [11:24] the same strategy. Okay, maximum three exit conditions. It can be triggered training stop, and other variations that I And for all of this we're going to leave it like this because they are like global parameters of [11:38] indicators and periods. Okay, on the topic of stop loss. I've put the stoplos here as required, that is, it's mandatory. I don't use strategies that do n't have a stop loss. You will do what you want. I don't. So, what [11:51] kind of stop loss do I want? Always based on pips, and I'm not going to activate it because on pips, and I'm not going to activate it because gold moves very differently today in 2026 than it did in 2013. The volatility and the range that gold moves during the same [12:06] more now. Therefore, I can't put the same pips as before. working with this variable. What I really like is that it's based on the ATR. In case you do n't know it, the ATR is an indicator that gives you the average true range that [12:22] this asset moves. Therefore, it gives you a distance measurement of that asset, and that measurement is based on the volatility at the moment. In other words, [music] if you want to set two ATRs, a distance of two ATRs, what gives you [12:35] the ATR multiplied by two, your stop loss, the ATR will be wider today in 2026 than in 2013, because what it measures is the volatility of that moment. Therefore, it is a volatility-based stop loss , which for me is the best, or a [12:47] level-based stop loss, that is, we can put it at the previous low, in a lower Bollinger Band, or in another indicator that is below. Experience tells me that what I do best and what works best for me are based on [12:59] ATR. Good. and a TP, although I'm not going to make it the possibility of exiting via trading stop. I'm not going to make it mandatory, but if you feel like including it, please [13:13] base it on a TR as well, okay? And that I go from a 0.8, an RR 1.08, 1.08 or 1 to 5.5, okay? In other words, a [13:27] or 1 to 5.5, okay? In other words, a very wide range. Good. Ah. I'm option part, just so you know that I have it configured this way. Uh, I'm not this mode does is, first, what this tool does is, okay, I'm going to [13:40] of gold, that meet these conditions here, that have at least 100 trades, that have a win present, a win ratio of 30% and that on average the operation lasts two candles. Good, on average. [13:55] From here on, I'm telling you to make groups of 10 strategies, right? From 15 strategies, groups of 15 strategies that 'm not asking for profitability here, that is, here you can put together strategies [14:09] here you can put together strategies that are terrible, that lose me money, but at least they meet a minimum, they make trades and have a minimum win rate and make groups of 15. [14:21] When you have the groups of 15 made, what you do is put them together, mix them, mix characteristics of some and others and create daughter strategies, daughter strategies, okay? [music] And those daughters are the ones I [14:34] could potentially keep. In other words, I'm going to keep strategists who are daughters of parent strategies that at least meet these conditions. And what strategies, daughters, am I going to keep? And I'm going to get ahead of myself a little. They are the ones that [14:48] fulfill what puts [music] in the ranking. In the ranking, I do require a minimum number of . I should put a lot more [music] here put many years into this, okay? Therefore, I'm going to set it here to have [15:01] Therefore, I'm going to set it here to have at least 300 trades and a drawdown-based return, which is basically during this entire period of time, which I will now explain as, due to the time period, how much [15:14] monetary drop I have had during this time. In other words, if I have earned with these strategies that I am going to use and at most I have lost [15:27] $0,000, I am talking about a ratio of five, that is, 100,000 divided by $0,000 is five times more. I have earned five times more than my maximum loss in the last 20 years. Okay, so I'm going to give it a five here [15:43] and leave everything else the same. I want the 500 best strategies that come out of there. OK? I'm going back and now I'm going to the next tab in data, we select the platform you want to work on. I mainly [15:55] work with metat 5 in the header position. Don't ask me, just use headers if you're not the symbol that you downloaded. I'm going to put a chat. And here's the chat, sorry, bye. And that's goodbye [16:09] M1 Ducas. The duration is up to you . I'm going to make this video for you . I'm going to make this video for you on H1. And look, it's very important to understand this because I have data from 2003 to 2026, but [16:24] in this generation what I'm going to give the tool is data up to December 2025, right? 2025 2024. [16:38] I'm going to reserve a year in 2025. I'm going to reserve it. I'm not going to give it to the going to give it to him to create the strategy, and I'm not going to give it to him from the beginning either. I'm going to tell you to adopt [16:50] strategies starting in 2018. That is, I'm going to give you a range from 2018 to going to give you a range from 2018 to 2024. We're talking about 5, 6, 7 years. In these 7 years the tool will start to look for repeating patterns using [17:04] artificial intelligence. During all this time, several times, more than 100 times, I hope a strategy comes up that has a can use it and continue working, okay? Therefore, I'm [17:21] going to reserve a few years before and the last year, which is 2025, to validate and then carry out a test, okay? to ensure and above all discard those strategies that [17:34] only worked from 2018 to 2024, but did not work outside of these years. We are interested in them working in the years we give the tool and the years that the tool has not seen. This is a [17:48] very basic test that both I and all the students apply to be profitable and to create profitable strategies that have a high probability of generating money for us in the future, okay? Swaps commission, everything is [18:00] well arranged. Here we selected it in fast test and everything they give us, we leave it as it is here. Trading options. The only thing I allow him to do is not trade me and not open operations between 1 am and 11:30 [18:14] pm. This is 7, remember, it's one hour later in Spain. [music] Spain would be from 10:30 at night until 12:30 at night. OK? I don't want that tacky segment to operate because the brokers close, and there could be [18:27] very high prices. Everything else. Yes ok. Building blocks. Here, many people, if they're already start saying, "No, I only want to work with the Bollinger Bands, I only want this indicator, this one, I don't know what." What do I do? I select them all. [18:42] Period. Don't overcomplicate things. In the end, I've lost a lot of money trying to figure out which combination is best. Select everything. In the end, they're going to spend a little more time, a few more hours, a day, two more days searching [18:56] if you want to push it further. Well, you're doing it. It will be much more worthwhile to have that option and take a little longer than to try to piece it all together and miss opportunities. Okay, so do n't worry, this will come pre- [19:08] give you, but you have to wait a little longer to find out where to find Indicators. I haven't selected them all here, but you can take a close look at what you've selected. But to give you an [19:21] idea, What this tool does is I'm going to give it all these indicators and behaviors so the tool can take—remember, one or two behaviors, one and two randomly—combine them, generate a [19:34] with artificial intelligence, and from there see if it's actually profitable or not. 99% won't be profitable, but we'll work with that 0.1% that will be. Okay, you'll see. And pay attention to this. I'm currently creating [19:48] strategies that only use pending orders. I don't enter the market; I use pending orders. This works best for trending assets. You do what you want. I do it. I'll do it this way. And here I select the [20:02] exit types. Notice that I've made it mandatory to have a stop loss and mandatory to exit after a certain number of bars. That is, one exit type is after five bars. If I work for an hour, that's five hours. The trade will close [20:16] profit. I've hit the take profit, I have n't Once the stop loss is hit, I'm going to close it. If the stop loss is hit sooner, it will close sooner due to the stop loss. If it take profit, it will close sooner due to the [20:29] take profit, but at least I'm sure it does n't drag on for too long , okay? Because in the end, you lose some of your edge. And I also have the option to have it set to exit by profit target, TP, or [20:41] trailing. For Money Management, I'm setting it to simulate a capital of 100,000 and risk 1%, but not recommend doing that with this tool; instead, always [20:55] regardless of your current position, whether you've made a lot of money or not, but risk 1,000. You can adjust this later, okay? And everything else in the ranking I've already covered is [21:09] configured. Now I'll press play. Let's start a process. Let's let this run. Look, it already shows already shows 91, 113, 185, 169 strategies generated. This is [21:23] increasing the speed, and the first ones are appearing here on the right . I'll wait a few minutes and then we'll review the results. Okay, it's finished now. This execution took 46 seconds. This [21:37] isn't typical. When I do this professionally, this whole part, this first step, can take days, even more than a day. It usually takes around a day, but it [21:49] depends a bit on the machine you have. Notice that I generated 9,779 strategies, of which 94% were rejected. Why ? For these reasons, because of the filter [22:05] we set up during the entire configuration, okay? So, only 5.82%, and that seems excessive to me when this happens. I usually do this professionally, but again, I'm not going to [22:18] you to learn and do it yourself, I'm increasing the filters. It's been so fast. Look, here it has a Rodan split return of 18, and I've set it to have at least five. That's far from the results I'm [22:32] getting. In other words, I can demand higher profitability, I can demand more filters if this has finished faster. I'll leave this for you to do at home, like homework, okay? The interesting thing is, I'm going to click [22:45] down here, and all 500 strategies it generated for me, which have been profitable, will appear. I can assure you of this 100%. These 500 completely different strategies 100%. These 500 completely different strategies [23:00] to 2024, including both years in gold with simulations of swaps, costs, commissions, and spreads. All three in [23:12] semi-realistic environments. Therefore, no one can come here and argue that these strategies haven't been profitable during those years. Another The question is whether they remain profitable if we take them out of these years . And that's what we're going to [23:26] look at now: the first robustness test that you can easily apply to these strategies yourself to discard all [23:38] those that aren't profitable outside the years we used to create them. This is called the out- of-sample test. Let's configure it now and [23:50] To do this, we're going to select—well, first of all, you should know that if you double-click on any strategy, you can see all the analyses, the equity chart, the overview of all the trades it makes per month, the profitability, all [24:02] kinds of numbers, the trade list, absolutely everything. Okay, I want to see it. Okay, what I'm going to do now is select them all, right-click, and copy them—there are 500. I'm going to go to the retester section [24:19] and paste them down here in the results tab . Right-click and paste. Great, we have them here. And now we're going to run the first thing we need to do. This retest needs to be configured. To configure it [24:32] as quickly as possible, simply double-click on one. Okay, after this double-click, go to Strategy Config and select "Apply same configuration to retester." Okay, I'll apply it, I'll click yes. Now, we need to adjust a few [24:46] things because it has copied the exact same configuration from the builder, right now, even though this isn't for building, it's for retesting, okay? So, at least it has changed the asset, the timeframe, the duration, and [25:00] so on. Okay, let's tweak this configuration to get it working perfectly. I'll go to full settings. Notice that it has set it from 2018 to 2024. But what are we going to do now? We're going to add the other years, okay? So, I'm going [25:13] to set it from 2010, for example, okay? January 2010, and I'm going to set it to 2026. Okay? Great. But below we're going [25:25] to color it in, because that's the most interesting part. Okay? white mean? It's the insample, that is, the period we used to measuring right now. We're interested in measuring the other space, the other damage. [25:40] we're going to put the starting point, which we gave it, from January 2010 to December 2017. And there we have it. And then add another [25:52] part, notice that it's the last year, which is from January 2025. Good. And I'm going to put "auto sample" in green, and "insample validation" in blue. Why? Because I'm not going to measure it; it's simply going to [26:07] eyes, to see how it behaves in this last year. What we are going to measure is the performance, how those strategies behave in the green section, which would be called the out-of- [26:21] sample section. Now we 've simply labeled Okay, [music] for that, this stays the same, money management the same. I'm going to crosschecks. And here they are all deactivated, which [26:34] robustness tests that can be run in this tool, which in fact [music] I'm going to invite you to because I'm going to explain step by step how to use each of the tests. If you want a more advanced tutorial, you have it in the first [26:47] video so that you can also... I'm going to do it in three lessons so that you can follow step by step exactly how I do the whole process, okay? So, I invite you to that three-part miniseries that I'm going to launch very [27:00] in the short comment, okay? But today, now in this video, we're only going to use this one here, [music] the Higger Back Test Precision. I'm going here we are going to use a bit more... hourly timeframe data, [27:15] but with data from a Let's simulate the movement a little bit, okay? And I'm going to leave the spread exactly at 15, as it is above. Just copy what it says above, okay? Important filters. [27:28] Filters. I'm only going to select one and set the net profit of the highest set the net profit of the highest backtest precision. And here I'm going to set the auto-sample—note that [27:46] I'm saving the auto-sample—to be larger. And here I'm going to set a number to zero. You see, I can be much more demanding, but I'm simply telling it that the auto-sample for this test, [27:59] test, which is the green color, should at least make me money, at least not lose me. I'm very undemanding. We could be more demanding, but we'll leave it like this so you can see in this video how [28:11] the tool works and we can see what percentage of them it's rejecting, failing, or passing. With just this, I'll click save. Okay, we have one activated in ranking. Here we don't need to activate anything because we already have the [28:26] filters in that test. If we didn't, we could put them here. And that's all. I simply... We click on progress, we click on start, and now you'll see that it's going to analyze each and every one of these 500 strategies. It's going to start with [28:38] the first one. Now it's loading the data. When it loads the market data, the strategies will start appearing, and little by little, a final result will appear. This phase [28:51] of performing this simple test has just finished. Notice that "Total Tested" has tested all 500 I that "Total Tested" has tested all 500 I had. It failed 35 and passed 465. Notice, here you always see the two best based on the [29:03] ranking you set. Now down here and here we see a column that shows the result of the failed filter. It tells me the reason why, basically, the filter I applied failed. I'm going to show you one that failed so [29:18] you can see a bit here in Lewis Char. Look at this one here, Ringo Range. It's true that in 2025 it's very easy to make money in the Gold from 2025, but look what it's done for me in previous years. Not very [29:34] good. Okay, I'm going to give another one that failed me, this one, for example. Well, this one probably failed me because of some automatic filters. I filters that you put right here in the ranging section. These here are like [29:50] filters that say, look, there are some strange things about this strategy. I'm not going to activated. It's important that they're activated, okay? Because some of them will save you, right? So, this one, for example, also [30:03] failed me because it's not profitable during this time. Look how bad this one is. this time. Look how bad this one is. Look at this strategy. Watch this one, because Look at this strategy. Watch this one, because since 2018 it's been very profitable, look, it's [30:16] very profitable, but before that it was terrible. Be careful with this because this test will save you from losing a lot of money, okay? And then there are gems, and I'm literally telling you this straight up then there are gems, and I'm literally telling you this straight up [30:30] because there are gems, and you get things like This one here, things like this type of strategy. Notice that to generate it we used this white section, and look how well it performed during the green section. I mean, [30:47] this is spectacular, and it also performed very well in 2025. What indicator does performed very well in 2025. What indicator does this strategy use? Ta-da! The Gun High Low, which is an indicator I've talked about a lot on my YouTube channel [31:00] in relation to other strategies. Okay? If you want to know what this strategy does, you click the button, go to Tools, go to Edit, and here you see the signals when the market— [31:16] here you can see the period, what it uses, and more—is falling. You go here, it opens a buy order at the previous day's high, holds it for up to six candles until you enter; otherwise, it cancels it. Once you're in, it exits after 5 [31:30] bars, or you set a stop-loss of 1.2 times the 195-period ATR, and it also sets a trailing stop close to the price, well, close to 100 pips. A very [31:42] simple strategy. Okay? I'm going back to the retester. When I have a strategy selected here on the screen, you go to the "source This doesn't matter; this is programming code. I created it in [31:56] MetaTrader 5. I select MetaTrader 5, click "save file," click "save file," and my robot for this strategy is exported here . Cycle closed, cycle completed. Two [32:10] tips you should know to use your trading robots created with this artificial intelligence tool . When you install it—I explain how to connect it to your MetaTrader 5 in another video, not this one— [32:23] you have to compile the file in MetaTrader 5 and add the MetaTrader 5 and add the indicators that this tool includes. Let's see if I can put it here; we don't have it. This is [32:36] the tool when you install it. If you go to "custom indicators" in If you go to "custom indicators" in MetaTrader 5, under "indicators," you have to copy and paste all these indicators here into your MetaTrader 5 and compile them [32:50] all as well. Once you have compiled the... Indicators, because you're using these indicators, not the ones that come with Metatel 5, and you have the D5 Metat robot compiled, it will appear in your Metatel 5 account so you can connect it to [33:03] your trading accounts. This tutorial is pure gold for me, and I wish I'd had it when I started in the world of trading from the beginning. So I make good use of it, and that if you want to delve deeper into this tutorial, [33:15] if you want to know exactly the steps, the tests I use, everything I in more detail in a soon. You can subscribe completely free of charge in the first [33:28] video, and if you want to download the file I used for this video, the builder, you can also download it from the description of this video. So I'll see you there. I hope to see you in [33:41] the miniseries too because if you liked this video, you're going to be blown away. That's all Leave me any comments, any questions you have, and I'll answer them. See you in the next video, trader. Ciao. [music]