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AI Product Craft Newsletter

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Excel In Practical Aspects For Building & Managing AI/ML Product

AI/ML Project Development Phases 4/4: Production Deployment and Continuous Iteration
Final phase in a AI/ML project development, the deployment and continuous iteration step is an ongoing process of monitoring, learning, and evolution to…
 • Patrick Ncho and AI Product Craft Newsletter
AI/ML Project Development Phases 3/4: Prototype and Experimentation
Step 3 of 4 in a successful AI/ML project development, the prototyping and experimentation phase allows you to refine your AI solution based on…
 • Patrick Ncho and AI Product Craft Newsletter
AI/ML Project Development Phases 2/4: Data Preparation and Model Selection
Step 2 of 4 in a successful AI/ML project development, the quality and relevance of your data, combined with an appropriate model choice, are critical…
 • Patrick Ncho and AI Product Craft Newsletter
AI/ML Project Development Phases 1/4: Discovery and Feasibility
Step 1 of 4 in a successful AI/ML project development, a well-executed discovery and feasibility phase minimizes risks and sets realistic expectations…
 • Patrick Ncho and AI Product Craft Newsletter
How to Develop and Deploy AI/ML Products Efficiently
By mastering the fundamentals of AI/ML product management, you can navigate the complexities of AI product development with confidence, driving…
 • Patrick Ncho
Master These Key Skills to Succeed as an AI/ML Product Manager
The key qualifications, skills and abilities needed to excel as an AI/ML product manager, with a breakdown of how to develop and reinforce each skill
 • AI Product Craft Newsletter
What Does an AI Product Manager Actually Do?
An AI product manager (AI PM) plays a crucial role in the development and deployment of AI-powered products. Here’s a detailed breakdown of what an AI…
 • Patrick Ncho
How to Make Tradeoff Decisions in AI/ML Product Management
To make tradeoff decisions in AI/ML product management, there are several key points to keep in mind. Let's explore these considerations:
 • Patrick Ncho
How to Navigate the AI Product Lifecycle From Ideation to Launch?
The lifecycle of AI products is a complex journey that requires careful planning, execution, and continuous improvement.
 • Patrick Ncho
How to Unlock the Full Potential of Data in your AI/ML Products
Every successful AI product is grounded in effective data management. Follow this step by step guide to master data management and unlock the full…
 • AI Product Craft Newsletter and Patrick Ncho
How to Integrate Explainable AI in AI/ML Product Development for Better Outcomes?
In the context of AI/ML product development, explainable AI (XAI) is critical in making AI systems transparent, trustworthy, and accountable, thus…
 • AI Product Craft Newsletter and Patrick Ncho
How to Navigate the Risks of Generative AI in Product Development
This article explores key ethical risks companies must be aware of when developing products with generative AI. It also outlines responsible AI…
 • AI Product Craft Newsletter and Patrick Ncho
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