FUNDAMENTALS

Join the data revolution, learn the basics of data science and gain practical experience extracting value from big data.

Our fundamental courses are designed to provide a basic understanding of how big data and advanced analytics will impact your business. You learn what insights big data and machine learning can provide through hands-on experience with best-in-class analytics tools and systems.

  • Introduction to Big Data, Data Science and Predictive Analytics.
  • Fundamentals of data exploration, visualization, cleansing, and feature engineering.
  • Machine Learning fundamentals.
  • Data science programming using R, Python, Spark or SAS.
  • Data preprocessing, exploration and visualization using KNIME.
  • Beyond structured data: how to analyze text, images and network data.