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Ian Baraka

35 posts
A Beginner's Guide to Generative Adversarial Networks(GANS)
Artificial Intelligence Generative Adversarial Networks

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

public – 3 min read
What are GANs? Generative Adversarial Networks (GANs) are artificial intelligence algorithms used in unsupervised machine learning.  Introduced by Ian Goodfellow…
Jun 11, 2024
Ian Baraka Ian Baraka
Inductive Logic Programming
Machine Learning Inductive Logic Programming

Inductive Logic Programming

public – 3 min read
Inductive Logic Programming (ILP) is a subfield of machine learning and artificial intelligence that combines concepts from both logic programming…
Apr 11, 2024
Ian Baraka Ian Baraka
Understanding Precision and Recall
Precision Recall Machine Learning

Understanding Precision and Recall

public – 3 min read
Precision and recall are two fundamental metrics used to evaluate the performance of classification models in machine learning and deep…
Apr 4, 2024
Ian Baraka Ian Baraka
Understanding Overfitting in Machine Learning
Machine Learning Overfitting

Understanding Overfitting in Machine Learning

public – 3 min read
Overfitting is a common problem in machine learning and deep learning where a model learns the training data too well,…
Apr 4, 2024
Ian Baraka Ian Baraka
Introduction to Cross Validation
Cross Validation Machine Learning

Introduction to Cross Validation

public – 2 min read
Cross-validation is a crucial technique in machine learning for evaluating the performance of a predictive model. It involves partitioning the…
Apr 4, 2024
Ian Baraka Ian Baraka
Random Forest vs Decision Trees
Random forest Classifier Decision Trees Machine Learning

Random Forest vs Decision Trees

public – 2 min read
If you are new to machine learning, you may have come across the terms random forest classifier and decision trees…
Apr 3, 2024
Ian Baraka Ian Baraka
Computer Vision vs Computer Graphics
Computer Vision Computer Graphics

Computer Vision vs Computer Graphics

public – 2 min read
In the realm of digital technology, two closely related yet distinct fields play crucial roles in shaping our interaction with…
Apr 1, 2024
Ian Baraka Ian Baraka
Computer Vision Concepts Explained
Computer Vision

Computer Vision Concepts Explained

public – 3 min read
Computer vision is a field in computer science and artificial intelligence that works to transform how machines perceive and interpret…
Mar 28, 2024
Ian Baraka Ian Baraka
Reinforcement Learning Concepts
Reinforcement Learning

Reinforcement Learning Concepts

public – 2 min read
What is Reinforcement learning? Reinforcement learning is a machine learning technique where an agent interacts with an environment to learn…
Mar 28, 2024
Ian Baraka Ian Baraka
Machine Learning vs Deep Learning
Machine Learning Deep Learning

Machine Learning vs Deep Learning

public – 3 min read
Machine learning and deep learning are both subfields of artificial intelligence (AI) that involve training algorithms to learn patterns and…
Mar 28, 2024
Ian Baraka Ian Baraka
Understanding Unsupervised Machine Learning Concepts
Machine Learning Unsupervised Machine Learning

Understanding Unsupervised Machine Learning Concepts

public – 2 min read
What is unsupervised machine learning? Unsupervised machine learning is a type of machine learning where the model is trained on…
Mar 22, 2024
Ian Baraka Ian Baraka
Understanding Supervised Machine Learning Concepts
Machine Learning Supervised Machine Learning

Understanding Supervised Machine Learning Concepts

public – 3 min read
In this article, learn what is of supervised machine learning and explore how it is applied to solve real-world problems.…
Mar 21, 2024
Ian Baraka Ian Baraka
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