As part of the admissions process for the Galvanize immersive program in data science, there are two interviews: Python and Statistics. These materials survey the areas of probability and statistics that will be covered in the statistics interview. In addition to the overview, there are resources for further study that are meant to reinforce the most important topics.
You MUST be an active applicant for the Galvanize Data Science Immersive to attend this free workshop.
The main topics to be covered will be as follows:
We well begin the first day with a gentle introduction to probability and the major distributions used in statistics. We will finish with a concept-driven explanation of frequentist and Bayesian statistics.
On the second day, we will dive a bit further into how to make use of probability distributions for inference and hypothesis testing. We will then introduce regression and classification through the use of examples. Finally, we will discuss some of the commonly use methods of evaluating model results.
We will use Python to illustrate the concepts, but no working knowledge of Python or any other language is required.
Prerequisites: You MUST be an active applicant for the Galvanize Data Science Immersive to attend this free workshop. Submit your application here.
What to bring:
For more information visit the Admissions data science FAQ page
About our Sponsor
Galvanize is the premiere dynamic learning community for technology. With campuses located in booming technology sectors throughout the country, Galvanize provides a community for each the following:
Education – part-time and full-time training in web development, data science, and data engineering
Workspace – whether you’re a freelancer, startup, or established business, we provide beautiful spaces with a community dedicated to supporting your company’s growth
Networking – events in the tech industry happen constantly on our campuses, ranging from popular Meetups to multi-day international conferences
To learn more about Galvanize, visit galvanize.com.