How to Learn Machine Learning from Scratch in 2024
This article covers how to learn machine learning from scratch in 2024. Table of Contents What is Machine Learning? You...
What is Deep Learning?
Deep Learning Framework Before exploring what deep learning is, it is a good idea comprehending its overall surrounding structure. We...
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...
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...
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....
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...
What is Cross Validation in Machine Learning?
What is Cross Validation? Cross validation is a machine learning (statistical) technique, aiming to evaluate how well a model generalises...
What is Gradient Descent in Machine Learning?
What is Gradient Descent? Gradient descent is a fundamental optimisation algorithm. It is used in machine learning to minimise a...
What is DevOps? Why Implement DevOps Model in a Corporation
What is DevOps? DevOps refers to development and operations. It is a series of practices and cultural philosophies. Which aims...
Understanding Normalization in Machine Learning Model Training
What is Normalization? Within the field of machine learning, normalization is essential as it plays a vital role in the...