Introduction to AI & Machine Learning


As you can see, the Copilot logo looks like the Google Drive logo. We know that AIs aren't perfect, but neither are we.

Do you remember when Cleverbot and SimSimi were popular on the internet in the past decade? These are Microsoft Copilot, ChatGPT, Google Gemini, DeepSeek, X Grok and Claude Sonnet, the enhanced AI assistants that help us in our daily life, work, and education.

⚠️REJECT THE LAZY CODER MINDSET⚠️
THAT'S NONSENSE

Come on. Don't pay attention to people who say AI could replace us. Don't be scared! AI is our mentor now. Instead of copy-pasting code, we must read and understand its logic. Search forums, books, and GitHub—that's the gold mine for programmers.

What's the difference between AI and Machine Learning?

Artificial Intelligence

It means machines acting like humans—having conversations, doing jobs, or making decisions.

Machine Learning

It is learning from provided data to give coherent and accurate answers to users.

Controversies about AI

Since all these AI enhanced models came here, many people are scared because they could be like in the Terminator film series. That's not the real danger! The real danger that AI controlled by us can manipulate information, create fake events and taking identity from other famous and known people to put them down or blackmail. Other things aren't dangerous but very sad to say. Just like losing creativity and self thinking. Copy-pasting isn't the right way to learn the computing logic and other areas. AI doesn't want to replace workers, AI wants to give them the best and simple tools to make their jobs more accurate. But there's something to say: AI isn't perfect at all, could make mistakes like us. So, for those who have played Metal Gear Solid 2, that game really predicted the actual world.

Generative AI

AI could be a great thing to interact, but it also can generate videos or images with your prompt. You can start using Stable Diffusion, Leonardo.AI, DALL-E or Perchance AI, which these are the best tools and the last, it's totally free!  This tools are very used by some brands to give a faster design to their marketing. This, really makes a dispute between graphic designers and AI generative tools users. Creating a simple image for fun or advertisment it's not going to put you in trouble, but this doesn't make you an artist. Real artists don't really give a damn to AI generative sites, they just keep on working really hard and not struggling about it. Other kind of artists, if they're that, always fighting and creating fake scenarios and enemies instead of doing real art actually. This is how it works, but don't worry. Don't pay attention and have fun with these tools that doesn't harm anyone.

Mathematical areas for AI and Machine Learning

The Turing test

It is a tool for evaluate the ability from a machine to see if there's a similar human behavior. British mathematician Alan Turing proposed that humans must analyze conversations in a natural language between him and a machine to generate similar answers. Originally proposed in its essay called "Computing Machinery and Intelligence", this test became the most famous in the artificial intelligence working area.

AI is going to replace real workers?

These days, AI has become the helper for great companies, because they see it as the perfect answer to their problems. They're putting us under pressure by saying that AI can code and do better than real programmers, which is garbage speech. AI must be used for simple and repetitive tasks, because the only thing that matters within us is creativity and strategy. Some people are afraid of technology, it's going to replace and kill jobs. In one part, it could be true, AI could replace other workers (like manufacturing and assembling). Let's go to the point, you must AI by your side to be more productive. Don't let it avoid your imagination.