Tuesday, February 11, 2025

Generative AI Aspects Explained

Generative AI Aspects Explained

https://www.amazon.com/dp/B0DWQHRY25/

The following are core generative artificial intelligence (AI) aspects explained with key examples. Each aspect is grouped into one of the following: contextual learning, agents, fine-tuning, retrieval augmented generation, evaluation metrics, foundation models and transformers. Finally, example generative AI prompts to leverage, using the aspects is given. Contents include: Overview of Generative AI, Generative AI Aspects, Using Generative AI, Contextual Learning Model, Agents, Fine Tuning, Retrieval Augmented Generation, Evaluation Metrics, Foundation Models and Transformers.


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Friday, January 17, 2025

What is Artificial Intelligence (AI)?: A Simplified Overview

What is Artificial Intelligence (AI)?: A Simplified Overview

https://www.amazon.com/dp/B0DT7TKKCC/

Artificial Intelligence (AI) is a rapidly evolving field that involves creating systems capable of performing tasks which typically require human intelligence. These tasks include learning, reasoning, problem-solving, perception, language understanding, and interaction.

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Therefore, this overview covers the most common aspects of AI. The information can be utilized for personal, educational, or corporate usage. It is envisioned that one utilizes the material for discussion and demonstration purposes. After each key topic, a series of generative prompts for example purposes is depicted.

Contents

Overview of AI:

Overview of Generative AI:

Using Generative AI:

Generative AI Prompt Examples:

Overview of Algorithm:

Algorithm Prompt Examples:

Overview of Autonomous System:

Autonomous Systems Prompt Examples:

Overview of Machine Learning:

Machine Learning Prompt Examples:

Overview of Supervised Learning:

Supervised Learning Prompt Examples:

Overview of Unsupervised Learning:

Unsupervised Learning Example Prompts:

Overview of Reinforcement Learning:

Reinforcement Learning Example Prompts:

Overview of Deep Learning:

Deep Learning Example Prompts:

Overview of Fuzzy Logic:

Fuzzy Logic Example Prompts:

Overview of AI Engineer Roles:

About the Author:

Notes: