The data set of this course is from virtual blog site, we are going to use the data to solve business problems,for example what countries do your customers come from；Which day of the week gets the most online traffic; Which region contributes the most clickstream data etc. Basic functions for data cleaning, data analysis and visualization will be coverd in this course. It is also the foundation for programming on distributed system like Spark SQL,or with Alibaba cloud MaxCompute Python SDK.
Junior Developers and Cloud Beginners
How to get Certified
Certification:Apsara Clouder - Big Data: A Quick Guide to Process Structured Data with Python
Exam Duration:30 Minutes
No. of Exam Attempts:2 Times
A Quick Guide to Process Structured Data with Python
Quickly understand processing of structured data using Python Pandas through hands-on practice.
- Introduction to Python Pandas and business scenarios
- Loading data from different data types
- Problems of the raw data
- Data scrubbing
- Data analysis and virtualization
- Deal with more than one data set