Foundations of Data Science, AI and Machine Learning 

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

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

• Describe key concepts of data science and machine learning
• Describe key concepts of machine learning
• Understand Open Source Machine learning tools including R and Python
• Understand Open Source Machine learning Platforms
• Understand Commercial Machine learning tools including Microsoft Azure Machine Learning
• Prepare data for predictive modelling
• Visualize and explore data
• Develop Machine learning solutions using R and Python
• Develop R Machine learning solutions using Microsoft AzureML
• Develop Machine learning solutions using Microsoft AzureML Studio
• Create supervised and unsupervised machine learning models