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Purpose of Machine Learning Strategy
Question: In one to three sentences, what is the main purpose of machine learning strategy in a project?
Sample answer: Its purpose is to guide the technical decisions that shape a machine learning project. It helps the team decide where to focus effort so the project moves in the right direction.
Key points:
- It guides technical decisions.
- It helps direct the project.
- It applies to machine learning work.
Rubric: Award full credit for saying that machine learning strategy helps determine the technical direction of a project. Give partial credit for an answer that is broadly correct but less precise. Give no credit for unrelated responses.
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Machine Learning
Deep Learning
Supervised Learning
Dive into Deep Learning @ D2L
Data Science
Machine Learning Strategy
Machine Learning Yearning @ DeepLearning.AI
Related
Brief Strategy Notes Help Teammates Align
What is the main purpose of machine learning strategy?
True or False: A machine learning strategy can help decide a project's technical direction.
What Strategy Helps Define a Project's Direction?
Match each term to its role in choosing machine learning direction.
Order the steps a team follows when using machine learning strategy to choose a technical direction.
Why Machine Learning Strategy Includes Choosing Technical Direction
Case Study: Choosing a technical path for a computer vision project
Purpose of Machine Learning Strategy
After studying project planning for machine learning, what should a learner be able to do?
True or False: Machine learning strategy is only about choosing an algorithm.