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Machine Learning Articles

Get insights & best practices into AI & machine learning to drive data transformation, upskill, and build data cultures. Discover how you can use ML in your work.
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Artificial Intelligence (AI)

What is Affective Computing?

Affective computing is a field that strives to create more personalized and intuitive interactions between humans and machines.

Abid Ali Awan

June 28, 2023

Artificial Intelligence (AI)

What is Narrow AI?

Narrow AI refers to artificial intelligence systems that are designed to perform specific tasks and operate under limited constraints.
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Abid Ali Awan

June 28, 2023

Artificial Intelligence (AI)

How to Learn AI From Scratch in 2024: A Complete Guide From the Experts

Find out everything you need to know about learning AI in 2024, from tips to get you started, helpful resources, and insights from industry experts.
Adel Nehme's photo

Adel Nehme

Matt Crabtree's photo

Matt Crabtree

November 22, 2023

Artificial Intelligence (AI)

What is Text Generation?

Text generation is a process where AI produces text that resembles natural human communication.
Abid Ali Awan's photo

Abid Ali Awan

May 24, 2023

Artificial Intelligence (AI)

What is Lazy Learning?

Lazy learning algorithms work by memorizing the training data rather than constructing a general model.
Abid Ali Awan's photo

Abid Ali Awan

May 12, 2023

Artificial Intelligence (AI)

What is Machine Perception?

Machine perception refers to the capability of machines to interpret and make sense of sensory information from the environment.
Abid Ali Awan's photo

Abid Ali Awan

May 12, 2023

Artificial Intelligence (AI)

What is Symbolic AI?

Symbolic Artificial Intelligence (AI) is a subfield of AI that focuses on the processing and manipulation of symbols or concepts, rather than numerical data.
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DataCamp Team

May 12, 2023

Machine Learning

What is Machine Learning Inference? An Introduction to Inference Approaches

Learn how machine learning inference works, how it differentiates from traditional machine learning training, and discover the approaches, benefits, challenges, and applications.
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Zoumana Keita

March 16, 2023

Machine Learning

What is TinyML? An Introduction to Tiny Machine Learning

Learn about TinyML, its applications and benefits, and how you can get started with this emerging field of machine learning.
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Kurtis Pykes

February 13, 2023

Machine Learning

25 Top MLOps Tools You Need to Know in 2024

Discover top MLOps tools for experiment tracking, model metadata management, workflow orchestration, data and pipeline versioning, model deployment and serving, and model monitoring in production.
Abid Ali Awan's photo

Abid Ali Awan

March 14, 2024

Machine Learning

10 Top Machine Learning Algorithms & Their Use-Cases

Machine learning is arguably responsible for data science and artificial intelligence’s most prominent and visible use cases. In this article, learn about machine learning, some of its prominent use cases and algorithms, and how you can get started.
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Vidhi Chugh

February 13, 2024