Ian Baraka

I'm your tech guide through the ML & Python realm. Dive deep into DL & CV breakthroughs with me. Let's journey through tech evolution together!

Jun 11, 2024 Artificial Intelligence Generative Adversarial Networks

A Beginner's Guide to Generative Adversarial Networks(GANS)

What are GANs? Generative Adversarial Networks (GANs) are artificial intelligence algorithms used in unsupervised machine learning. Introduced by Ian Goodfellow and his colleagues in 2014,

Apr 11, 2024 Machine Learning Inductive Logic Programming

Inductive Logic Programming

Inductive Logic Programming (ILP) is a subfield of machine learning and artificial intelligence that combines concepts from both logic programming and machine learning. It focuses

Apr 4, 2024 Precision Recall Machine Learning

Understanding Precision and Recall

Precision and recall are two fundamental metrics used to evaluate the performance of classification models in machine learning and deep learning. In this article, learn

Apr 4, 2024 Machine Learning Overfitting

Understanding Overfitting in Machine Learning

Overfitting is a common problem in machine learning and deep learning where a model learns the training data too well, to the extent that it

Apr 4, 2024 Cross Validation Machine Learning

Introduction to Cross Validation

Cross-validation is a crucial technique in machine learning for evaluating the performance of a predictive model. It involves partitioning the dataset into complementary subsets, performing