Investigate the reasons behind bankruptcy, and attempt to identify early warning signs. Perform exploratory data analytics using pandas profiling and apply missing value treatments and oversampling. This course is part of the Data Analysis learning path – complete this path to learn how to analyze a variety of different datasets using Python.
- Prior knowledge of Python is assumed. Previous experience of using standard Python packages for data analysis (such as pandas, NumPy, and SciPy) will be beneficial, though is not an absolute requirement.