This course offers students an opportunity to learn fundamentals of computation required to understand and analyze real world data. The course helps students to work with modern data structures, apply data cleaning and data wrangling operations. The course covers conceptual and practical applications of probability and distribution, cluster analysis, text analysis and time series analysis. This is Part 2 of 2.
What you'll learn
understanding modern data structures
performing data cleaning and wrangling
applying probability and distribution concepts
conducting cluster and text analysis
analyzing time series data
Course objectives
equip students with computation fundamentals for data analysis