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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

The Top 7 Vector Databases in 2025

A comprehensive guide to the best vector databases. Master high-dimensional data storage, decipher unstructured information, and leverage vector embeddings for AI applications.

Moez Ali

January 18, 2025

Artificial Intelligence

What are Neural Networks?

NNs are brain-inspired computational models used in machine learning to recognize patterns & make decisions.
Abid Ali Awan's photo

Abid Ali Awan

August 30, 2023

Artificial Intelligence

What is Overfitting?

Learn the causes and effects of overfitting in machine learning, and how to address it to create models that can generalize well to new data.
Abid Ali Awan's photo

Abid Ali Awan

August 24, 2023

Artificial Intelligence

What is a Generative Model?

Generative models use machine learning to discover patterns in data & generate new data. Learn about their significance & applications in AI.
Abid Ali Awan's photo

Abid Ali Awan

August 22, 2023

Artificial Intelligence

What is Online Machine Learning?

Online ML: Adaptively learns from data points in real-time, providing timely & accurate predictions in data-rich environments.
Abid Ali Awan's photo

Abid Ali Awan

August 16, 2023

Artificial Intelligence

What is Feature Learning?

Learn about feature learning, an automatic process that helps machine learning models identify and optimize patterns from raw data to enhance performance.
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Abid Ali Awan

August 14, 2023

Artificial Intelligence

What is LaMDA? Google’s AI Explained and How It Led to PaLM 2

LaMDA: Google's family of conversational large language models for natural & intuitive interactions, based on Transformer architecture.
Abid Ali Awan's photo

Abid Ali Awan

September 12, 2024

Artificial Intelligence

What is Competitive Learning?

Competitive learning can automatically cluster similar data inputs, enabling us to find patterns in data where no prior knowledge or labels are given.
Abid Ali Awan's photo

Abid Ali Awan

August 1, 2023

Artificial Intelligence

What is Sample Complexity?

Learn about sample complexity in machine learning and how to assess the efficiency of a learning algorithm to determine the data needed for a specific learning goal.
Abid Ali Awan's photo

Abid Ali Awan

July 31, 2023

Artificial Intelligence

What is DALL-E?

OpenAI's DALL-E AI creates images from text, combining language & visuals. DALL-E 2 produces higher resolution, more realistic images.
Abid Ali Awan's photo

Abid Ali Awan

September 12, 2024

Artificial Intelligence

What is Eager Learning?

Eager learning is a type of machine learning that builds a generalized model during the training phase before any queries are made.
Abid Ali Awan's photo

Abid Ali Awan

July 24, 2023