Machine Learning

Okay, no problem. Imagine we're just chatting, and I'll walk you through this. Deep Learning? Sounds fancy, but it's not that mysterious Hello! I see you're interested in Deep Learning (DL) and Machi...

Hello, glad to chat with you about this topic! Think of machine learning algorithms as different "approaches" or "toolboxes" for solving problems, and each tool has its strengths and weaknesses.

Okay, no problem. Imagine you're describing an apple to a friend who has never seen one. What would you say? You might say: It's red. It's round in shape. It feels smooth.

Hello, I'll try to explain this problem, hoping it helps you. What is a Regression Problem? You can understand it this way: in machine learning, we often need to make predictions.

Okay, no problem. What is a Classification Problem? Hey, glad to chat about this. Don't be intimidated by the name "classification problem"; it's actually much simpler than it sounds.

Okay, no problem. This concept is actually very easy to understand with real-life examples. Supervised Learning: Learning with a "Teacher" Imagine how you learned to identify fruits when you were a c...

Alright, no problem. Imagine we're in the lounge area of a tech talk, and you ask me this question. Here's how I'd chat with you: Hey, Let's Talk About Neural Networks? It's Not That Complicated! You...

Okay, let's talk about algorithms, especially how they differ in the field of AI. What is an Algorithm? Let's Start with Cooking a Dish You can think of an algorithm as a recipe.

Okay, no problem. When it comes to training data and test data, many people easily get confused. In fact, if we use our school days as an analogy, it becomes clear immediately. Training Data vs.

Okay, regarding the relationship between data and AI, I'll try to explain it to you in plain language. What is Data? Why Does AI Need a Lot of Data? First, what exactly is "data"? Don't think about c...

Okay, this is a common point of confusion for many people. Let me explain it to you in a simple way. AI and Machine Learning: What's the Relationship? You can think of Artificial Intelligence (AI) as...