40 docs tagged with "Artificial Intelligence"

Advanced Fine-Tuning

Enhance the capabilities of AI agents using agent skills

Notes from DataCamp's Understanding Machine Learning Course

Using AI for coding tasks, including best practices and techniques for effective prompting

Using AI models to assist in writing and understanding code

Starter Notes on AI

Attention Mechanisms

Building Blocks of LLM

Adopting ChatGPT

Different modes of using Github Copilot

How to customize Github Copilot settings

How AI agents think and act through frameworks

Using GitHub Copilot Chat to identify and address security issues in code

Notes from the Gen AI Introductory course from DataCamp

Explainability and Interpretability

Starter Notes on AI Copilot

Guardrails help agents stay on task and prevent misuse or errors.

Guide GitHub Copilot with context for better code generation results.

Mitigating Risks in Agent Systems

Notes from DataCamp's Understanding Machine Learning Course

Model Context Protocol and Agent-to-Agent Protocol

Using Model Context Protocol tools with GitHub Copilot

Measuring AI Success

ML Lifecycle

Understanding the constraints and challenges of AI models

Optimizing AI performance using various prompt engineering techniques

Pre-Training

Fundamentals of creating effective prompts for AI models.

Techniques for guiding AI model responses through prompts

From Proof-of-Concept to Production

Key agentic design principles to set up your agents for scaling

Guide to setting up OpenAI for AI development.

Starter Notes on AI Agents

Starter Notes on LLM

How to switch and customize models in GitHub Copilot

The Human Side of AI

Transformers

Notes from DataCamp's Understanding Machine Learning Course

Using subagents in GitHub Copilot to break down complex tasks into manageable parts

Using AI models to assist in writing tests and identifying security issues in code