Foundations of Data Science with Python

The Foundations of Data Science with Python 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 Data Science and Machine Learning tasks using open source tools and technology-neutral approach for activities based on real-life work scenarios.

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

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