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How to Learn Machine Learning from Scratch in 2024
What is Machine Learning? You want to know how to learn machine learning from scratch in 2024? First, we need to explore what machine learning is. Let’s start…
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What is Deep Learning?
Deep Learning Framework Before exploring what deep learning is, it is a good idea comprehending its overall surrounding structure. We can simplify this as follows: artificial intelligence (AI),…
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Understanding What is a Transformer in AI
What is a transformer? Transformer refers to a type of neural network architecture that has been highly influential, particularly in natural language processing (NLP) tasks. The key innovation…
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What is a Decision Tree in Machine Learning
Decision Tree A decision tree in machine learning is a popular supervised learning method. It applies to both classification and regression tasks. Decision trees follow a flowchart-like structure.…
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What is a Confusion Matrix in Machine Learning
Confusion matrix Within machine learning (ML), a confusion matrix is a table that evaluates the performance of a classification algorithm. It is particularly useful when you want to…
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Understanding Train Test Split Model Validation
Train Test Split Train-test split model validation is a simple and common technique in machine learning. Simply, it evaluates the performance of a model. The idea is to…