Python and Pandas for Data Manipulation
This Python and Pandas for Data Manipulation training teaches how to efficiently manipulate and analyze data from multiple sources. Learn to clean, filter, sort, and combine data to extract insights. Perfect for onboarding data professionals or as a reference for IT teams. Topics include data cleaning, statistics, and visualization for smarter decision-making.
Updated May 2022
20Skills
120Videos
18h 28mTotal
120 videos
Who This Course Is For
This Python and Pandas for Data Manipulation training is considered associate-level open source training, which means it was designed for data analysts. This Python skills course is valuable for new IT professionals with at least a year of experience with data science and experienced data practitioners looking to validate their data skills.
Course Curriculum
- Premium skill.Installation and Setup53m
- Premium skill.Jupyter Notebook45m
- Premium skill.Series Introduction53m
- Premium skill.Series Attributes and Methods54m
- Premium skill.Series Basics1h 8m
- Premium skill.DataFrame Introduction1h 3m
- Premium skill.DataFrame Cleaning45m
- Premium skill.DataFrame Sorting56m
- Premium skill.Filtering Data1h 5m
- Premium skill.Filtering Duplicates48m
- Premium skill.Extracting Values57m
- Premium skill.Extraction Methods52m
- Premium skill.Text Data Basics59m
- Premium skill.Splitting and Stripping Text Data48m
- Premium skill.Grouping Methods48m
- Premium skill.Combining DataFrames59m
- Premium skill.Time Series Data46m
- Premium skill.Date Ranges1h 8m
- Premium skill.DataReader54m
- Premium skill.Visualization1h 6m
Platform Features
- Expert trainers, not crowd-sourced
- Team reporting & compliance tracking
- Trainerbot in Slack & Mobile
- SSO / SAML integration