Machine Learning Product Management - Strategy to Deployment
Unlock the Full Potential of ML with Expert Product Management
Created by Raj Elakkara
Gain a practical understanding of machine learning product management by exploring core ML concepts, data preparation, and model deployment. Build confidence in evaluating, implementing, and optimizing ML solutions for real-world products. Hands-on exercises help you apply your skills to actual business challenges.
Packt | Aug 2025 | 285 min
What You Will Learn
You'll move from foundational theory to hands-on practice, working through real-world scenarios and decision points. Each section builds on the last, helping you develop practical skills in evaluating, building, and deploying ML-driven products. By the end, you'll be ready to lead ML projects with clarity and confidence.
Key Features
- Learn to assess when machine learning is the right solution for a product need
- Develop skills in data preparation, algorithm selection, and model evaluation
- Gain confidence managing the full lifecycle of ML projects from strategy to deployment
Target Audience
Ideal for product managers, aspiring ML product leads, and professionals eager to integrate machine learning into their products. If you have a background in product management and an interest in technology, you'll benefit most, even if you're new to machine learning concepts.
