What topics are covered in the Data Science Bootcamp curriculum?

Our Data Science Bootcamp focuses on the fundamentals of data science. We approach the curriculum with a Think-Business-First mindset. This mindset helps students identify problems and think critically about potential solutions before applying them.

During our bootcamp, you'll learn to:

  • Explore and visualize datasets
  • Apply predictive analytics and machine learning techniques
  • Tell compelling stories with data
  • Evaluate and tune classification models
  • Use ensemble methods for better predictions
  • Understand online experimentation (A/B testing)
  • Get started with text analytics and NLP
  • Work with unsupervised learning and clustering (e.g., K-Means)
  • Dive into the fundamentals of big data engineering
  • Solve real-world business problems through hands-on exercises

You can take a look at our detailed curriculum to see all of the topics we cover.