Managing Machine Learning Projects av Simon Thompson

495,-

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<B>Guide machine learning projects from design to production with the techniques in this unique project management guide. No ML skills required!</B><BR><BR>In <i>Managing Machine Learning Projects</i> you’ll learn essential machine learning project management techniques, including:<BR><BR><ul><li>Understanding an ML project’s requirements</li><li>Setting up the infrastructure for the project and resourcing a team</li><li>Working with clients and other stakeholders</li><li>Dealing with data resources and bringing them into the project for use</li><li>Handling the lifecycle of models in the project</li><li>Managing the application of ML algorithms</li><li>Evaluating the performance of algorithms and models</li><li>Making decisions about which models to adopt for delivery</li><li>Taking models through development and testing</li><li>Integrating models with production systems to create effective applications</li><li>Steps and behaviors for managing the ethical implications of M