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Machine Learning for Business Leaders

A person using a tablet to complete a video based eLearning course and hands-on lab.


  
Machine Learning for Business Leaders
MLBL : MLBL
This course will help students learn basic concepts in Machine Learning with a specific focus on helping them be better data science customers. It will introduce basic definitions, key methodologies, and weave in discussions around key questions they should ask as customers.

Learn How To

  • Distinguish between when a project might be appropriate for Statistical Analysis versus Machine Learning Methods.
  • Identify if the data science team has followed some of the best practices in model construction
  • Discuss with the data science team the methods they used for modeling along with the advantages and disadvantages of each method

    • Who Should Attend

  • Business managers who currently work with data science teams or who plan to work with data science teams in the future.
  • Statisticians and data analysts who are interested in an introduction to the basic concepts of data science.

    • Prerequisites

    None

    SAS Products Covered

    SAS Machine Learning

    Course Outline

    Supervised Machine Learning
  • Methods including: Regression modeling, CART modeling, Naïve Bayes Classification, K-nearest neighbors, Support Vector Machines, Neural Networks, Natural Language Processing.
    • Unsupervised Machine Learning
  • Clustering, Recommender systems
    • Methodology considerations
  • Feature selection and extraction, Model Averaging, Model Stacking, Boosting
    • Live Class Schedule
    Duration: 7 hours
    Step into our live classes and experience a dynamic learning environment where you can ask questions, share ideas, and connect with your instructor and classmates. With on-demand lab hours, you can explore the material at your own pace. Our globally acclaimed instructors will motivate you to think bigger, so you can take what you've learned and achieve your biggest goals.
    This course isn't publicly scheduled, but private training and coaching may be available. Contact us to explore options.
    Private Training
    Get training tailored specifically for your team, led by expert SAS instructors. Choose from virtual sessions, or training at your location (or ours). Perfect for teams seeking a customized curriculum and plenty of interaction with a SAS specialist. We'll schedule it at a time that works for you.
    Request private training
    Coaching Services
    Take your training to the next level with personalized coaching. While private training offers structured coursework, coaching provides hands-on, real-time support from a subject matter expert. As you work with your own data, you'll receive expert guidance to help you uncover insights, unlock the full potential of your data, and make faster progress. Perfect for those looking to apply what they’ve learned and see quicker results.
    Request coaching