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.
- 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