Data Science Summer School

Course Dates: June 1, 2019 - August 31, 2019
Enrollment Dates: May 2, 2019 - May 31, 2019
Class Size: 20 (14 places left)
Who can Enroll: Registered users.
Course Language: English
Not available
Data Science Summer School

About this course

We're going to talk about specific techniques, but more importantly we're going to review the when and the why of those techniques.

Each week you will get a new video lesson in which I go over a new concept in the world of data science. Then we will have a live private video discussion a few days later where you can ask me anything that you want about the previous lesson, or anything else.

Finally, you'll be doing a weekly assignment. I will grade them. And offer suggestions for improvements. 

At the end of the summer you will have a body of work that will give you a really cool data science portfolio. You can use this portfolio to help you find your next (or first) data science job.

At the end of the summer I will give you a certificate indicating that you have completed the Barnes Analytics summer data science school.

Course Structure

  • SQL
  • EDA and Data Cleaning
  • Graph Theory for Data Science
  • Feature Engineering
  • Linear Regression
  • How to use ARIMA
  • Multivariate Time-Series
  • Logistic Regression
  • Dynamic Time Warping
  • Using Residual Analysis to Find Weird Observations
  • Extracting Features from Data using Neural Networks