Ai-Development
All articles
32 total
AI Security Best Practices Updated
Security considerations for AI systems, covering prompt injection, data …
Guides
Added 28 Mar
·
Upd 25 Sep
·6 min
Computer Vision for Enterprise Applications Updated
A practical guide to implementing computer vision in enterprise …
Guides
Added 28 Mar
·
Upd 25 Sep
·5 min
Hiring AI Engineers Updated
A Practical Guide
Guides
Added 28 Mar
·
Upd 25 Sep
·5 min
Multi-Modal AI Updated
Working with Text, Images, and Beyond
Guides
Added 28 Mar
·
Upd 25 Sep
·5 min
Programming Languages for AI Updated
Python, TypeScript, HCL
Guides
Added 26 Mar
·
Upd 25 Sep
·4 min
Python vs TypeScript for AI Development Updated
Comparing Python and TypeScript for AI application development, covering …
Comparisons
Added 28 Mar
·
Upd 25 Sep
·5 min
Streamlit vs Gradio for AI Application Interfaces Updated
Comparing Streamlit and Gradio for building AI demo interfaces and …
Comparisons
Added 28 Mar
·
Upd 25 Sep
·5 min
Voice AI Implementation Guide Updated
How to build voice-enabled AI applications, covering speech-to-text, …
Guides
Added 28 Mar
·
Upd 25 Sep
·6 min
A/B Testing for AI Systems
How to design and run A/B tests for AI models and features, covering …
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Agile for AI Projects
Adapting Agile to Machine Learning
Guides
Added 28 Mar
·
Upd 30 May
·5 min
AI for Legacy System Modernization
How to use AI to accelerate legacy system modernization, covering code …
Guides
Added 28 Mar
·
Upd 30 May
·4 min
AI Product Management
Managing Products with Machine Learning
Guides
Added 28 Mar
·
Upd 30 May
·5 min
AI Team Structure
Building Effective AI Organizations
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Backlog Prioritization for AI Projects
Frameworks and techniques for prioritizing AI project backlogs, …
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Build vs Buy for AI Solutions
The build-vs-buy AI decision, checked first against the constraints that …
Comparisons
Added 28 Mar
·
Upd 3 Sep
·14 min
Building AI Chatbots
From Prototype to Production
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Change Management for AI Adoption
How to manage organizational change when introducing AI systems, …
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Federated Learning
Training Without Centralizing Data
Guides
Added 28 Mar
·
Upd 30 May
·6 min
From AI Proof of Concept to Production
How to navigate the journey from AI proof of concept to production …
Guides
Added 28 Mar
·
Upd 30 May
·5 min
How to Slice Work Effectively
Break big features into small, valuable pieces. Vertical slicing, MVP …
Basics
Added 30 Jul
·
Upd 30 Jul
·6 min
How to Write User Stories
Define what you're building before you build it. User stories, …
Basics
Added 30 Jul
·
Upd 30 Jul
·7 min
NLP Pipeline Design
From Raw Text to Actionable Insights
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Project Estimation for AI Initiatives
Techniques for estimating AI project timelines, budgets, and resource …
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Prompt Chaining
Breaking Complex Tasks into Steps
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Requirements Engineering for AI Projects
Practical guide to gathering, documenting, and managing requirements for …
Guides
Added 28 Mar
·
Upd 30 May
·4 min
Risk Management for AI Projects
Identifying, assessing, and mitigating risks specific to AI and ML …
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Scope Creep and Feature Bloat
Features accumulate. Scope expands. Before you know it, you're building …
Basics
Added 30 Jul
·
Upd 30 Jul
·7 min
Sprint Planning for AI Projects
Getting It Right
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Stakeholder Management for AI Projects
How to manage stakeholder expectations, communicate uncertainty, and …
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Technical Debt in AI Systems
Understanding and managing technical debt specific to AI and ML systems, …
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Time Series Forecasting with AI
A practical guide to time series forecasting for business applications, …
Guides
Added 28 Mar
·
Upd 30 May
·5 min
Waterfall vs Agile for AI Projects
When Each Approach Works
Guides
Added 28 Mar
·
Upd 30 May
·5 min
32 articles in this section. Search for a specific topic.
Work with Linda Mohamed, AWS Community Hero