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Probability and Statistics in ML

Imagine you're training a puppy to fetch the ball. You throw the ball many times, and the puppy learns from ...

Singular Value Decomposition in ML

Here's a breakdown of Singular Value Decomposition (SVD) in machine learning. Imagine you have a messy room full of clothes ...

Eigenvalues and Eigenvectors in ML

Eigenvalues and Eigenvectors: Unveiling the Hidden Structure in Machine Learning Data Imagine you have a giant warehouse filled with furniture, ...

Vectors and Matrices in ML

Imagine you're training a puppy to identify its toys. You show the puppy different toys and use words to describe ...

Linear Algebra

Linear algebra is a branch of mathematics that plays a crucial role in many machine learning algorithms. It's like a ...

Mathematical Foundations in ML

Machine learning relies heavily on mathematics to function. While you don't necessarily need to be a math whiz to use ...

Machine Learning vs. Traditional Programming

Both machine learning (ML) and traditional programming are used to create computer programs, but they approach problem-solving in fundamentally different ...

Applications of Machine Learning

Machine learning (ML) has become a powerful tool used across many industries! Here are some interesting applications to show how ...

Definition and Types Of Machine Learning

Machine Learning: Unveiling the Learning Power of Computers Machine learning (ML) is a branch of artificial intelligence (AI) that empowers ...

How does Machine Learning work

Machine learning goes beyond simply feeding data to a computer. It involves a series of steps and techniques to get ...