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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.
SQL

How to Set Up and Configure MySQL in Docker

Learn how to set up and configure MySQL database inside Docker containers. The tutorial includes concepts such as connecting to MySQL servers, running MySQL clients to connect to containers, and so on.
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Bex Tuychiev

December 12, 2023

Machine Learning

What is A Confusion Matrix in Machine Learning? The Model Evaluation Tool Explained

A beginner's tutorial to learning about the Confusion Matrix in machine learning.
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Nisha Arya Ahmed

November 30, 2023

Machine Learning

Loss Functions in Machine Learning Explained

Explore the crucial role of loss functions in machine learning with our comprehensive guide. Understand the difference between loss and cost functions, delve into various types like MSE and MAE, and learn their applications in ML tasks.
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Richmond Alake

November 24, 2023

Machine Learning

What is Bagging in Machine Learning? A Guide With Examples

This tutorial provided an overview of the bagging ensemble method in machine learning, including how it works, implementation in Python, comparison to boosting, advantages, and best practices.
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Abid Ali Awan

November 20, 2023

Machine Learning

What is Hugging Face? The AI Community's Open-Source Oasis

Explore the transformative world of Hugging Face, the AI community's open-source hub for Machine Learning and Natural Language Processing.
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Josep Ferrer

November 17, 2023

Machine Learning

What is Topic Modeling? An Introduction With Examples

Unlock insights from unstructured data with topic modeling. Explore core concepts, techniques like LSA & LDA, practical examples, and more.
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Kurtis Pykes

October 19, 2023

Mustafa El-Dalil

September 18, 2023

Machine Learning

Machine Learning Experimentation: An Introduction to Weights & Biases

Learn how to structure, log, and analyze your machine learning experiments using Weights & Biases.
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George Boorman

July 4, 2023

Machine Learning

An Introduction to Statistical Machine Learning

Discover the powerful fusion of statistics and machine learning. Explore how statistical techniques underpin machine learning models, enabling data-driven decision-making.
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Joanne Xiong

June 30, 2023

Machine Learning

An Introduction to SHAP Values and Machine Learning Interpretability

Machine learning models are powerful but hard to interpret. However, SHAP values can help you understand how model features impact predictions.
Abid Ali Awan's photo

Abid Ali Awan

June 28, 2023