The course teaches critical concepts and skills in computer programming and statistical inference, in conjunction with hands-on analysis of real-world datasets, including economic data, document collections, geographical data, and social networks.
Data8 is a great class if you want to understand data in the world around us, or use these tools in your own major. It's also the best foundation for going on in data science.
Data can range from abstract ideas to concrete measurements, including, but not limited to, statistics. Thematically connected data presented in some relevant context can be viewed as information. Contextually connected pieces of information can then be described as data insights or intelligence.
Data8X covers everything from testing hypotheses, applying statistical inferences, visualizing distributions and drawing conclusions— all while coding in Python and using real-world data sets.
The field encompasses preparing data for analysis, formulating data science problems, analyzing data, and summarizing these findings. As such, it incorporates skills from computer science, mathematics, data visualization, graphic design, communication, and business.