Enroll Course: https://www.coursera.org/learn/machine-learning-sas
Introduction
In today’s data-driven world, machine learning has become an essential skill for professionals across various industries. If you’re looking to enhance your machine learning expertise, the course Machine Learning Using SAS Viya on Coursera is an excellent choice. This course not only covers the theoretical foundations of supervised machine learning but also provides practical insights through a business case study.
Course Overview
The course begins with an introduction to the instructor and the logistics of accessing the necessary software. From there, participants dive into the world of machine learning using SAS Viya, tackling real-world business challenges.
Syllabus Breakdown
The course is structured into several modules, each focusing on critical aspects of machine learning:
- Getting Started with Machine Learning using SAS® Viya: This module sets the stage for the course, introducing participants to the project that will run throughout.
- Data Preparation and Algorithm Selection: Here, learners explore data and prepare it for analysis while considering algorithm selection.
- Decision Trees and Ensembles of Trees: This module focuses on building decision tree models and understanding ensemble methods.
- Neural Networks: Participants learn to construct neural network models, a vital skill in modern machine learning.
- Support Vector Machines: This section covers the building of support vector machine models, another key technique in the machine learning toolkit.
- Model Deployment: The course culminates in learning how to select and deploy the best model for business challenges, along with managing it over time.
- Additional Resources and Practice Exam: The course wraps up with resources for further learning and a practice exam to test your knowledge.
Why You Should Take This Course
This course is highly recommended for anyone looking to gain a solid understanding of machine learning concepts and their application using SAS Viya. The combination of theoretical knowledge and practical exercises ensures that participants not only learn but also apply their skills in real-world scenarios. The structured approach, from data preparation to model deployment, provides a comprehensive learning experience.
Conclusion
Whether you’re a beginner or looking to refine your skills, Machine Learning Using SAS Viya on Coursera is a valuable resource. With its hands-on approach and expert instruction, you’ll be well-equipped to tackle machine learning challenges in your career.
Enroll Course: https://www.coursera.org/learn/machine-learning-sas