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Charles Chi

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AI: Assimilating Intelligence

The Exploration vs. Exploitation Tradeoff: Navigating Life’s Choices

Balancing between familiarity and adventure, applying this concept in real life for achievement, fulfillment, and growth.

Mar 18, 2024

The Exploration vs. Exploitation Tradeoff: Navigating Life’s Choices

Mar 18, 2024

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AI: Assimilating Intelligence

Learning Machine Learning

A meta approach to assimilating intelligence. Strategies and practical tips for effective learning in the AI era

Feb 20, 2024

Learning Machine Learning

Feb 20, 2024

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AI: Assimilating Intelligence

Cross Entropy in Large Language Models (LLMs)

Bridging Concepts: Cross Entropy Intuitively Explained

Feb 5, 2024

Cross Entropy in Large Language Models (LLMs)

Feb 5, 2024

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AI: Assimilating Intelligence

Understanding Query, Key, Value in Transformers and LLMs

Building intuition through accessible, simplified examples to explore inner workings of the Attention Mechanism.

Oct 2, 2024

Understanding Query, Key, Value in Transformers and LLMs

Oct 2, 2024

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AI: Assimilating Intelligence

AI and Empathy: Is It Real?

Can AI Truly Understand and Connect with Human Emotions?

Jul 21, 2024

AI and Empathy: Is It Real?

Jul 21, 2024

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AI: Assimilating Intelligence

Understanding Classification Metrics through a Bookshelf Analogy

A Beginner’s Guide to Precision, Recall, F1-Score, Accuracy, and ROC/AUC.

Jul 15, 2024

Understanding Classification Metrics through a Bookshelf Analogy

Jul 15, 2024

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AI: Assimilating Intelligence

Positional Encodings in LLMs Intuitively Explained

Understanding the mechanics and role of Positional Encodings in generative AI models

Jun 7, 2024

Positional Encodings in LLMs Intuitively Explained

Jun 7, 2024

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AI: Assimilating Intelligence

Building Intuition on Log Probabilities in Language Models

Understanding Practical Usage and Harnessing Logprobs Effectively in Your AI Applications

May 12, 2024

Building Intuition on Log Probabilities in Language Models

May 12, 2024

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AI: Assimilating Intelligence

Overfitting and Underfitting during Model Training

Gain a quick understanding and ensure your machine learning models learn just right.

Mar 24, 2024

Overfitting and Underfitting during Model Training

Mar 24, 2024

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AI: Assimilating Intelligence

Build vs Buy: The #1 Question to Ask.

Decisive considerations when navigating tradeoffs during your assessment phase

Mar 3, 2024

Build vs Buy: The #1 Question to Ask.

Mar 3, 2024

Charles Chi

Charles Chi

Staff AI / ML Engineer. Intellectually Curious, High-Octane Implementer, Proponent of Efficiency & Strong Collaboration. [ https://www.linkedin.com/in/cschi/ ]

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