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Ridwan Ibidunni

Ridwan Ibidunni

7 followers

I'm a mathematician passionate about its real-world applications, particularly in machine learning. My writing spans topics including Java, Python, machine learning, deep learning, and mathematics.

What is Attention in Large Language Model

Jan 7, 20254 min read

Introduction Human language is intricate and multifaceted, with its complexity arising from two fundamental elements: semantics and context....

What is Attention in Large Language Model

Unlocking Sentence Similarity: A Practical Guide to Enhancing Language Models

Jan 6, 20254 min read

Introduction Understanding how similar two sentences are is at the core of building intelligent language models. Whether it's powering chatbots,...

Unlocking Sentence Similarity: A Practical Guide to Enhancing Language Models

Understanding Context in AI: The Impact of Sentence Embeddings Explained

Dec 31, 20243 min read

Introduction Ever wonder how AI can summarize entire articles or detect sarcasm in a sentence? 🤔 It's not just about recognizing individual words —...

Understanding Context in AI: The Impact of Sentence Embeddings Explained

Cracking the Code of Language: How Word Embeddings Empower AI

Dec 30, 20244 min read

Introduction At the core of AI’s ability to understand language lies an invisible map — one that doesn’t just list words but captures their meaning...

Cracking the Code of Language: How Word Embeddings Empower AI

A Guide to Supervised Learning Methods for Regression and Classification

May 14, 202410 min read

Introduction In the expansive realm of machine learning, supervised learning serves as a cornerstone, offering powerful predictive modeling tools....

A Guide to Supervised Learning Methods for Regression and Classification

Mastering Python Machine Learning with Numpy and Pandas

Apr 21, 202411 min read

Introduction In the previous part of this series, we explored the foundational principles of Python programming essential for comprehending and...

Mastering Python Machine Learning with Numpy and Pandas