machine learning

  • Data Iceberg Model for Machine Learning

    One of the pitfalls to developing production-ready machine learning solutions is the failure to identify the appropriate data assets. In evaluating the data assets to be used for your project, use the Data Iceberg Model approach to determine the underlying (i.e. not visible) structures that triggered the creation of the dataset. The following Data Iceberg Model can be used to…

    Read More »
  • LIVE Courses: Getting Started With Machine Learning

    Getting Started with Machine Learning Using system thinking principles to guide your machine learning experiments allows you to maintain a deeper understanding of the elements that influence intelligent systems and will aid in avoiding the common pitfalls of machine learning projects. Join me on O’Reilly’s Online Learning platform, Safari, for a hands-on introduction to machine learning. You’ll explore scalable project…

    Read More »
Close