Machine Learning Fundamentals

The Machine Learning Fundamentals course provides step-by-step instructions on how to use a combination of Machine Learning and predictive analytics techniques to address your business challenges. You will perform a variety of basic to intermediate Machine Learning tasks using open source tools and technology-neutral approach for activities based on real-life work scenarios.

Certification: This course will assist in preparation for the Microsoft, IBM and Oracle Data Science and Machine Learning  Certification exams.

On successful Completion of the course you will be able to:

• Describe key concepts of machine learning
• Understand Open Source Machine learning tools including R, KNIME and Python
• Understand Open Source Machine learning Platforms
• Understand Commercial Machine learning tools including IBM SPSS, Oracle Analytics, Microsoft Azure ML
• Visualize and explore data
• Create supervised and unsupervised machine learning models
• Develop Machine learning solutions using R and Python
• Develop R Machine learning solutions using Microsoft Azure ML
• Develop Machine learning solutions using Microsoft Azure ML Studio
• Prepare data for predictive modelling