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Machine Learning Tutorial

Get insights & best practices into AI & machine learning, upskill, and build data cultures. Learn how to get the most out of machine learning models with our tutorials.
Machine Learning

An Introduction to the Mamba LLM Architecture: A New Paradigm in Machine Learning

Discover the power of Mamba LLM, a transformative architecture from leading universities, redefining sequence processing in AI.

Kurtis Pykes

March 7, 2024

Machine Learning

OpenCV Tutorial: Unlock the Power of Visual Data Processing

This article provides a comprehensive guide on utilizing the OpenCV library for image and video processing within a Python environment. We dive into the wide range of image processing functionalities OpenCV offers, from basic techniques to more advanced applications.
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Richmond Alake

February 22, 2024

Machine Learning

A Beginner's Guide to CI/CD for Machine Learning

Learn how to automate model training, evaluation, versioning, and deployment using GitHub Actions with the easiest MLOps guide available online.
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Abid Ali Awan

February 16, 2024

Machine Learning

Multilayer Perceptrons in Machine Learning: A Comprehensive Guide

Dive into Multilayer Perceptrons. Unravel the secrets of MLPs in machine learning for advanced pattern recognition, classification, and prediction.
Sejal Jaiswal's photo

Sejal Jaiswal

February 7, 2024

Machine Learning

Cross-Entropy Loss Function in Machine Learning: Enhancing Model Accuracy

Explore cross-entropy in machine learning in our guide on optimizing model accuracy and effectiveness in classification with TensorFlow and PyTorch examples.
Kurtis Pykes 's photo

Kurtis Pykes

January 11, 2024

Machine Learning

How Transformers Work: A Detailed Exploration of Transformer Architecture

Explore the architecture of Transformers, the models that have revolutionized data handling through self-attention mechanisms.
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Josep Ferrer

January 9, 2024

Machine Learning

What is Normalization in Machine Learning? A Comprehensive Guide to Data Rescaling

Explore the importance of Normalization, a vital step in data preprocessing that ensures uniformity of the numerical magnitudes of features.
Sejal Jaiswal's photo

Sejal Jaiswal

January 4, 2024

Machine Learning

A Guide to The Gradient Boosting Algorithm

Learn the inner workings of gradient boosting in detail without much mathematical headache and how to tune the hyperparameters of the algorithm.
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Bex Tuychiev

December 27, 2023