Transcription
How to master no-code, learn to launch your IT projects, startups, and applications, and how to develop as an entrepreneur, not a developer. In this video, I will tell you about no-code and give you a roadmap, what you need to know, what you need to understand, to launch without programming knowledge. If you have a minimal technical background, if you are not an engineer, not some kind of analyst, here's what you need to understand to successfully launch your startups, your products, and earn money from them. Fortunately, in the era of no-code, when artificial intelligence writes code for us, we can do this. And literally, perhaps only half a year, a year ago, this became possible. And in this video, I will give you a detailed map. By the way, you can download the map in my Telegram channel. I will attach it there. The link to the channel is in the description. So, yes, when we talk about no-code and solo development, solo entrepreneurship, what do we mean? So, you can launch projects like programmers. That is, if we are programmers, then our task is to understand how to write a function, what types of variables there are, how to build indexes in a database. In general, many technical details and nuances, well, which exist in any profession. The profession of a programmer also has them. But if we create products as entrepreneurs and want to implement some idea without involving developers, then we need to understand the basic concepts. And we will focus on the product and business, and delegate development to artificial intelligence. That is, we will hire artificial intelligence, several agents, our development team, to whom we will set tasks. Let's go. Now about the roadmap, right away, let's get started. First, part one is the no-coder mindset. That is, mindset translates as, well, like thinking, your way of thinking. We don't learn to write code, we learn to manage those who write code. That is, when we no-code, we put ourselves in the role of a team lead and a business client. That is, imagine that you are hiring a freelancer, to whom you need to describe how your application will work, talk about what functions will be there, what button the user should press, what should happen, how payment should look. That is, you describe this in human language, and artificial intelligence itself thinks about how best to do it at the code level. That is, you switch to the mode of reasoning about market niches, about the product, about functionality, about how to sell it. You give the neural network a technical specification, it decides how to do it, thinks how to do it, and then you solve the sales problem. The next point in this mindset is so-called MVP thinking. MVP stands for Minimum Viable Product. That is, you need to understand that it is better for us to launch faster, even if it's clumsy. Because there is such a pattern, that we can carry an idea in our head for a very long time, think about our application for years, for example, if, God forbid, you start making another application for creating notes and to-do lists, you think through the entire interface, how it should all look. You sit, draw the design, in general, and only then, after several months, you release it all. This logic does not work in the modern world, because if you do this, you risk wasting a lot of time and finding out that people don't need your product. And all this was the fruit of your imagination. Therefore, startups now launch MVPs as quickly as possible. That is, our task is to identify the critical functionality in our idea that can be implemented quickly, preferably within a week. A week or two is the maximum time for an MVP. And even if it doesn't have all your wishes, even if it doesn't have some big, cool implemented idea, it's always better to launch faster and immediately go to market, go communicate with users and get feedback. That is, we should think in short iterations here. We get a product idea. We quickly package it into a prototype, make it, release it quickly, show it to users. Users are already paying money or not. If not, we think about how to reassemble this product, how to reassemble the marketing, or even do a fail-fast, quickly discard the idea and move on to a new idea. Further. But all this is cool, right? But to successfully no-code, to successfully create your products, you need to be a competent client. What do I mean by the phrase competent client? You know, it happens in the market when, for example, you go, let's assume you want to promote your Instagram, and you have some business, you want to promote it, you look for an SMM specialist and tell him: "I'll pay you 5,000 rubles, and I need 30 videos and a million reach for this, but I'll pay you 10,000." And such people really exist, who think that, well, it's all cheap, what's there, these SMM guys. But in fact, this shows the incompetence of the client, because he himself doesn't understand how all this works inside and doesn't understand what the cost is made of, doesn't understand what forces need to be involved for this task. And therefore, a normal SMM specialist will not go to such a person. Only a weak person or someone with self-esteem issues will go. And therefore, to correctly set a task even for artificial intelligence, we need to know the basics. We must understand this programming base at least at the conceptual level of ideas, how it works, so that we can explain to artificial intelligence how to implement something. Well, and of course, this base is also needed to fix errors, because often we will need to explain exactly where the error is, and we need to understand what is happening at all. Well, and develop programming literacy, what technologies exist, frameworks, what libraries exist. About libraries, cool things. For example, some kind of editor like this. See, one that you can install yourself. We will talk about this later in this video. I will tell you about it. So, why am I generally, well, releasing this roadmap, why can I talk about it? I am not a developer myself, but I have been in this field for quite a long time. I have worked with developers for many years. We created applications, I worked as a product manager, precisely the person who set these technical specifications and managed development teams. Now I am launching my own startups, my own business projects alone using no-code. I do everything from development to marketing. The last project, which I recently launched, is Forest. Maybe you've seen it on the channel before. It's a product that collects videos from viral competitor channels. This is my startup that I am currently working on. I recently launched it. I already have 530 users here, 1,000 channels are already in the database. So the product is really working. I'll be honest, it's not very profitable yet. I have revenue of 34,000 rubles, but I only launched a month ago and I'm actually doing marketing. But it's a full-fledged, live, working product that I created myself in a couple of weeks. And I brought it to the first users. And the most interesting thing is that I didn't write a single line of code myself, artificial intelligence did it all. It was precisely in this roadmap, so to speak, that I, well, decided for myself to realize what is needed to create such products. I hope you are interested. So, let's not drag it out. Let's move on to this very base, right, to become a competent client, what do we need to understand? Basic technical literacy and general understanding of how it all works. Well, that is, how these pages work, how these interfaces, buttons work, how it looks from the inside. We need to know this, at least at a high level. And therefore, I would pay attention to words like front-end, back-end, database. And these are the main terms that you need to learn. I will not go into detail in this video. We have a very large list of things to discuss here. But in short, front-end is what the user sees, i.e., the interface. Well, for example, the software where I'm drawing this mind map. Select background. All this that you see on the screen is front-end. Back-end is what happens on the server, the logic of our application. Well, for example, if I click change background here for this thing, it saves it all, and if I refresh the page, it will all be saved, and I can see that everything is saved. So it lives on the server, processes logic. A database is, accordingly, like a Google Sheet where different data is stored, about users, with their emails, with their names, surnames, and so on. API is a language of interaction between applications, how they communicate. Well, in short, I won't go into detail. It's easiest for you, so I don't bore you, to just go to ChatGPT, pester it and say: "Insert this prompt, explain to me in simple language how the internet works, what is front-end, back-end, how they communicate." You can copy this prompt directly and paste it into ChatGPT. I'll link to this mind map. Let's move on. Part three. Languages and frameworks. You probably know that there are programming languages, and you may have heard the word framework. Well, you probably understand that there is, for example, the Python language, the most famous one, there is the JavaScript language, these are programming languages. And at this level, we need to understand what technologies applications are generally created with. And, for example, what technologies are used to create mobile applications, what technologies are used to create interfaces, websites, landing pages. In general, you need to know what it is. And let me briefly explain this to you now. So, we have a programming language. This is the highest-level entity. Well, a language is a set of words, phrases, functions, with which you communicate with a computer or server. Well, like English, Chinese. It's generally understandable. Each language has a different syntax. Words are written differently, phrases are written differently. This is a programming language. There is, for example, JavaScript, there is Ruby, there is Python. They all have different operating principles. Below the language, there is something called a framework. What is a framework? So, there is a language, for example, let's take JavaScript. When we create our applications in JavaScript, we often duplicate some functions. Well, for example, we need to do what I have in Trend Forest, we need to do registration, authorization. I click logout, I need to do this simple thing. Registration, authorization, password recovery, registration, and so on. And these functions are often repeated from application to application. And essentially, if we just take a bare programming language, we have to write all these repeating things from scratch every time. It's long and inconvenient. Therefore, there appeared developers who started creating frameworks, like a set of some building blocks that can be quickly assembled and in which applications already have basic functions. For example, let's take something like Next.js. This is a framework for JavaScript for React. Well, these are details, but it's a framework for creating web applications. They say that it has built-in optimization, some HTML streaming, all sorts of scary words, path management, so that you can create your site with / blog, your site with / something else, and display different pages depending on this. And there are many functions here. And as you can see, very popular sites are built on frameworks. For example, Notion, which you probably know, is written on Next.js. Many, many different sites. Nike's website is made on Next.js, and there are many such sites. So, we have a language, which is like a blank slate. We have a framework, which already has some ready-made functions. And there can be many frameworks. Each language can have many frameworks. For example, for JavaScript, there is Next.js, there is Express.js, also a framework, if I open it, it's also a framework, just a competitor to Next.js. And there are many frameworks. Everyone chooses their own, whichever framework they want. Further, each framework also has various add-ons, extensions, for example, I don't know, if you are doing authorization, then maybe it's some custom authorization through Google, email, or something else. In general, there are modules, extensions, add-ons for frameworks, there is a lot of this, and a lot of it is free. The most interesting, the most popular frameworks and programming languages, yes, there is JavaScript, which is now considered the king of web development and even mobile applications. Its popular frameworks are React. I would also add a framework called Vue.js, which is also quite well-known. Let's write it like this: Vue.js. And, accordingly, the framework Next.js is built on it. Next, there is Python. One of Python's most famous frameworks is Django. There is PHP. One of its most famous frameworks is Laravel. Let's look at Laravel, open its website. Here it is. PHP Framework, for creating and delivering software, with tools, created for productivity. Here you go, a framework. Here's what this framework already has. For example, if we open some starter kit, we will see that there are various modules here. We have authorization, authentication, form validation. For example, if we need to validate only the email in some field, in a form, so that people don't enter something that is not an email, there is file storage, background tasks, a lot is already written, already ready and free, most importantly, free. Well, various dashboards, admin panels, everything is already written. You just don't need to write it from scratch. Now it's probably foolish to start creating your own framework and writing your own applications from scratch, because there is already a lot ready, even AI functions, a lot of everything. Further, there is the Ruby framework, on which, in fact, I create all my projects. For example, Trend Forest is written in Ruby and the Ruby On Rails framework. Let's look at it too. Among programmers, there might be a holy war now that, yes, it's already dying, this Ruby framework is dead, no one writes anything on it anymore. Partly true. Indeed, if you want to scale your product later, it will be quite difficult to hire programmers for Ruby on Rails, because there are significantly more programmers for JavaScript or PHP. But this framework is perfect for beginners, because their slogan is Ruby on Rails from Hello World to IPO. Awesome, I think, slogan. Cool sites like Airbnb, Coinbase, and other well-known ones like Shopify, GitHub, Kickstarter, SoundCloud work on it. In general, there are serious, large projects on it. And this framework was created by the guy who wrote the book Rework. Maybe you know this business book, remember it was a bestseller Rework business without prejudice, where they talked about their corporate culture. These guys made a super simple framework. Why do I use it? Because it is maximally understandable for those who don't know programming, and maximally understandable for those who at least minimally know English. Well, even here in this video. Let's see what the code looks like. Like def create, meaning we are creating something. Comments. Apparently, it's logical that some comment is being created here, right? That this thing describes the creation of a comment and there are some parameters like comment. Well, this line of code reads: create a comment with the comment content that you received. And so, well, it's understandable that all this is complicated, and you don't need to know all this syntax, but in fact, if you want to understand it thoroughly, you can understand it all at a basic level. And moreover, neural networks write very well on this framework because it is so simple, understandable, very light. It has many such functions, and it is designed for people, you see, optimized for happiness. How wonderful, really. And they have this doctrine, their Rails doctrine, where they write that they are optimized for programmer happiness, to launch MVP startups as quickly as possible. But at the same time, large projects also work on it. Besides frameworks, on which we write, there are also various interface things and perks, for example, for creating, well, the appearance of our applications themselves. For example, something like Shadcn. This is, you know, if you are creating an application, you need to draw the design, make all the buttons, but good guys were found who wrote ready-made libraries like this for free, so that you can easily create your interfaces. See, for example, I open it, and here I have ready-made forms. Just copy the code. Oh, something is wrong here. Just copy the code for everything you need. For example, if you are writing a messenger, you see, you have a ready-made form for sending messages. If you are creating your own browser, you have a browser bar form, if you are creating some CRM system, here are ready-made dashboards with graphs, all this is free. Well, it's great. And it looks very nice. And look, I can drag something. All this is already implemented. You just need to ask the neural network to do it on Shadcn. All the blocks are already written and drawn. Awesome, in my opinion. This is very cool. And there are hundreds and thousands of such things. Why am I talking about programming literacy? Because it is important for you to know and understand these things. We will talk about them a little later, I think. No, we won't. Let me tell you everything right away. Well, Shadcn, for example. Then look at another library. Magic UI. Magic UI is oh, it's Number Flow. Number Flow. So, Number Flow allows you to display numbers with beautiful animations. Look, I'll choose examples here and look, see how beautifully the number animates. All free. Just take the code, copy it, and paste it into your project. For example, if you are making a social network, God forbid, then here is the animation of likes, then various beautiful sliders, you see. Everything is very smooth, awesome. This is all free, guys. This is all programming literacy. Various graphs, tickers for exchanges, purely a framework for working with numbers. Very cool. Next, Magic UI. I also love Magic UI for cool design components. Let's open it and see. For example, we want to make some animated list. See, we have notifications, everything with animation, everything is beautiful. We want, for example, to make some cloud of icons. All this can be dragged. There are a lot of cool things here. Progress bar, for example, something like this. I don't understand what this is yet. Progress Blur. See, it's blurred a bit at the bottom here. Beautiful animation for scrolling. And there are many of them here. There is text. For example, Line Shadow, some text. In short, a lot, a lot of everything. Various mockups. Neon gradient cards. In general, well, it's really cool. Look, someone bothered, someone made this, beautiful buttons, shiny ones like these. And you can just copy and use all this. And there are many such things, friends. There are very many such things. Tailwind, the same thing, is also a competitor to Shadcn for interfaces. Here I open it. Everything is ready. Ready buttons, blocks. All this is already there, all this has already been written for you to use. Well, friends, if you are just diving into the world of no-code, I invite you to my private channel, the AI Club. It's called this, this is what it looks like. Where we have 213 people. I am releasing a no-code course for beginners in the same format, where we create a real application step by step. Access to the club costs only 1,490 rubles per month. We have content here, a lot of courses, lessons, we have a very active chat where we solve problems, help each other if something doesn't work out. Also, here's how the course structure looks. We have no-code. What is it? From idea to product, how to choose an idea, programming basics, setting up a workspace, how an application is structured, what is front-end, back-end, I explain all this. Here, also in blocks. Very clear and understandable. We also have a million other things here, both in the chat and in the channel. We analyze cases. Cases of entrepreneurs who are launching their products. For example, 7k dollars. A person made revenue on a service for finding niches for infobusiness. Such cases, literacy, all these libraries I will post here, I will publish everything, I will show you. And in general, if you feel a lack of such an environment, you are just starting, you are lost in this whole ocean of different terms, complex words, I invite you to the AI Club. Come in, take the no-code course, launch your ideas, launch them, chat in the chat. And I also share there how my project is developing, how I am launching new projects, and I will also share all these perks. It's not there yet, but I will definitely share all this in the near future, literally this week. Let's move on. Part four. Workspace. Basics, right. What to write in, what is generally available in the no-code market, how tokens are consumed, what are AI models, how is, for example, Lovable, which you might know, different from Cursor. All this needs to be understood, this is where you write code, where you create your application. This is very important. You need to choose the right software, how to switch between them, what AI models are generally available on the market. There is Cloud Opus, there is Gemini 3 Pro, there is Hi. All this needs to be understood. I personally create my projects in a program called Coder. It's a Chinese competitor to Cursor. The no-code course in the AI Club is based on this program. You will master it, learn to create with AI in it. You need to understand the interface, how this IDE works. This program where you write everything is called IDE, how it works, what sections it has, how the terminal works. So don't be intimidated by this command line, what commands need to be entered there. At a basic level, you need to understand all this. I'm not saying you need to spend a year learning all this, but you need to know some basic commands. It's not that difficult. It's just that if you are at least determined to launch something, you will practice and do it, and you will learn it over time. How to write technical specifications, neural networks, specifications, chats, all this. So this is the base, part four, workspace. You can also go to ChatGPT, ask it, and it will explain everything to you. Fifth, the most important part, which I consider truly key, is the ability to decompose tasks. Because neural networks glitch if we give them a large task at once. If we say: "Make me a clone of YouTube," and just write such a prompt, then most likely nothing will work, and you will spend another two weeks fixing bugs. And it won't work. We need to be able to break down our idea into micro-tasks. For example, with YouTube, how I would do it, if I were creating it, I would first say: "Initialize an empty project for me, prepare everything." Then implement authorization, registration for me. Then make uploading and storing videos, so that each user can upload videos when they are registered. Then I would say: "Add the ability to attach a cover to these videos." Then display the number of views for each video, implement the like function. And only then proceed to the subscription functionality for channels, display these channels in the feed. And then you can move on to recommendation algorithms and all that. As you can see, the task is still, "make me a clone of YouTube," but it is divided into many, many small blocks. And you need to be able to decompose these tasks correctly, because, for example, you need to understand that first we need to implement authorization, and only then do uploading and storing videos. It's logical that we cannot allow guests, unregistered users, to upload videos. Therefore, it is very important to understand what follows what. First, we initialize, then registration, then video upload. Accordingly, if we don't have video upload, we can't attach covers to them, right? This is the next task.
And so, we go, step by step, implementing feature after feature, and building our project. This is what concerns task decomposition, the most, in my opinion, important skill overall. Next, the sixth part, our pain, bug fixing. And here, again, we talked about mindset, you act as a client and a tester. You set tasks for the neural network, and then you test, whether this button works or not, what the error is, whether the functionality is alive or not, whether it was implemented as you wanted or not. You will definitely encounter errors. If you wanted to develop something, you definitely encountered errors, everything turned red, there were, well, incomprehensible, a bunch of code symbols and all that. So, you shouldn't be afraid of this. You just need to dive into it and deal with it. Firstly, understanding errors, yes, why they occur, where they come from, a lot of patience, because since we are not programmers, we are sometimes forced to be stuck for a long time and ask the neural network to do things incorrectly. Well, especially when we have little experience in all of this, no accumulated base of error analysis cases in our own heads. And often, well, you have to be patient for the neural network to fix all this, yes. Readiness for artificial intelligence to get stuck and the skill to dig deeper. Sometimes, for example, to take the same error and throw it into ChatGPT and ask: "Why can't I fix this?" or the skill to Google, for example, take the error code, Google it, see what people are writing, how it works, well, and understand the basic debugging methods, what a browser console is and all that.
Next, the seventh part, deployment, hosting and servers, domains and subdomains. How to host our server, uh, create a server, how to upload our project to it, how to link it to a domain, so that it, that is, works for us precisely via apprendforest.io, yes, like a link in the browser. You need to know how all this is done. In the club, I have a separate lesson that just came out recently on deployment, specifically on how to deploy your projects. Certificates and all that, SSL, you know, website is safe, unsafe, you need to understand all this. And you need to understand what a test environment is, where we deploy new features, and a production environment, where our users are already sitting and, well, using our application, yes. Here I recommend, if you are on Ruby On Rails, like me, then this channel for development, Google what it is. For NextJS, the simplest is Vercel, yes, upload there.
And part eight is also business, yes, the business part. That is, it seems like a lot of things, yes, a lot, a lot needs to be learned, but I don't think it's actually a large amount of work. I explain in enough detail, and this whole thing, firstly, can be learned in practice, quickly understand how and what works, just by creating your application step by step. I am sure that a couple of weeks of intense work and curiosity will be enough for you to understand the basics. Again, we don't need to understand how components are connected in React.js, where to put which brackets for everything to work. All this should be done by artificial intelligence. We only need to understand the high-level basics, what frontend is, and what backend is, yes? Ah, and for those who launch their projects solo, yes, like me, solo entrepreneurship is when we do business alone. So, watch the video about Mark Lul. I will attach it somewhere here, either below on my channel, who runs about ten projects alone and earns $80,000 a month from it. He does it all himself. So, it is possible. And you can even manage 10 projects alone. But if we go the way of solo entrepreneurs, when we don't want to build a large team, pay a lot of salaries, stress about not having enough money for salaries, then, in short, do it all alone and just want to earn a living, feel comfortable, then you also need to understand how to sell all this. Because, in fact, it seems now, yes, all this is very difficult, but when you write your application, you will realize, not at all. Not at all. It wasn't difficult. The hardest part is selling it. And here you need to understand what a business model is, what we will earn on, what our economics are, how much a paying user will cost us, how much money they will bring us, what our profit margin will be, constant expenses for servers, variable expenses for various things like tokens and all that. That is, such basic business education is necessary, traffic, conversions, all this also needs to be understood. I think that a lot of my audience already understands all this roughly, because, well, many of you watch me from a marketing audience, for some, this will be the easiest part, and for others, on the contrary, the most difficult part, yes, traffic, conversions, how to attract visitors, how to convert them into sales, how to build proper onboarding so that people understand what your product is about, buy training for the product, community, all this, sales funnels.
And, of course, your personal brand as a founder. This is now the fastest way to get your first clients, because, again, the video about Mark Lul. Watch it, I will attach the link here. How he built his personal brand allows him to launch a product in a day and earn $20,000 in revenue on the first day simply because he has years of accumulated reputation, personal brand, boosted social media, and all that. And it's very simple. Personal brand is, well, you just talk about what you are doing. It's also called building, when you maintain, for example, Threads or Twitter or a Telegram channel or a YouTube channel and just talk about what you are doing in your business. You released such and such a feature, you had such and such an idea, look how happily clients are using your product, what pain it solves. This is what you understood, this is where you failed, you write about it. And surprisingly, people come to you and buy. My Trendfest confirms this. I haven't launched any paid marketing yet, no marketing at all. I started through my personal brand and regularly post on Threads about this product. And surprisingly, people buy.
So, let's summarize, yes? You can spend 2-3 weeks to master all this foundation. Indeed, if you immerse yourself, if you have great curiosity. Next, I would recommend, after you have understood some theory, to try to launch something. Perhaps you will close this product, perhaps you will guess wrong with the idea, something will be wrong, it will work crookedly, clumsily, you will incorrectly estimate the complexity of implementing some product. But, you know, it's like you're creating something, it improves, then at some point you realize that maybe you're doing some nonsense and you close this project, but it gives you practice, it gives you the skill to practice, to try to do something and get that, you know, feeling when your project really works. That, you know, that feeling is unmistakable. Like you launched your startup, and now you have a product that users enter, they do something there, register, some even buy. And it's a great feeling when you realize that you have huge prospects for further development, that you see a big idea in it, how to attract even more people, how to add some beauty, add animations, users will be happy about it, you will see feedback. It's really inspiring. It's very interesting. This whole idea of solo entrepreneurship and coding is very interesting. And I am super grateful to neural networks, because they have made it so that now any person can launch their startup. Before, you had to pay a million rubles, hire a bunch of developers, or look for investors, and now anyone can do it. Awesome. That means more great ideas will be implemented.
Next. Launch an MVP faster to start attracting users. Don't be afraid that the product is clumsy, that you will be ashamed. Someone, I think, said from these famous startup people, like, if you launched an MVP and it makes you happy, then you launched the MVP too late. That's why I've seen cases where people just made a landing page, launched a project, put a payment form there, got money to check demand, that people need it, and then wrote something like: "Sorry, bro, we are testing demand, click the button, we will give you a refund there with all commissions." And that's it. They even do that, and nothing, no one died, there's no negativity. Well, perhaps the person will be upset that they paid. But in fact, if you honestly explain what you are doing, tell your story and return the money, most importantly, in full, you won't deceive anyone, then everything will be fine, and you will then be able to refine it, and this product will bring much more benefit than if you spend a year developing an idea that won't take off.
When you launch an MVP, yes, then increase your exposure, train yourself, delve into other topics, look, for example, yes, look, here's more about exposure. Did you know that there is a free library where you can create a video editor like this? Literally, you just, well, spend half an hour to do all this, install it, and you will get your own video editor like this, where you can change anything. Well, that's cool. Or, for example, did you know that you can create your own Notion editor? Here, see here, the field, yes, for editing, there is such an editor, Tiptap. It's also free. You can create your own full-fledged Notion editor here, damn. And for this, you need exposure. You need to study all this, sincerely care about it, look and rejoice, enjoy these smooth interfaces, what people are doing, what products they are creating. In short, exposure is very important. And precisely, I recently, sorry, I'll insert about my club again, yes, wrote a post about how my club will develop further. And this will be a place where there will be a lot of exposure to business models, to cases, to how, for example, someone made a payment form. I can't guarantee this to you as an offer yet, but I've thought of it. And I want to do, for example, now, you're thinking about how to make pricing tiers, and you look at how 100 people, 100 people made pricing tiers on their website. And because of this exposure, you see how to repeat it and how to do it better for you. I think this feature in my community will be very well received. I believe exposure is really the most important thing, because exposure allows you to launch new projects faster, better search for ideas. You will already understand what people need and what they don't, what they will be willing to pay for, and what not, and so on, and so on.
Okay, friends, I'm going to wrap up. Write in the comments how you liked the format. Like this one with mind maps, where I analyze something. I will attach the map itself to my Telegram channel. Free Telegram channel. I have a free Telegram channel. I also write there myself. I don't write very often. So, go there, grab the map, there are also many cool, useful posts there. Like, give a like if you liked the video. Subscribe to the channel, to my YouTube channel, if you liked it, and go to the AI club. I'm waiting for you there to answer some of your questions, possibly, and I'm waiting for you to also create your own application, tell me about it. In short, I'll be glad to see everyone. Thank you. Bye-bye.