Data Pre-Processing and Cleansing using Python

Course Information

Duration: 2 Hours

Certification: Participants will be awarded a Certificate of Completion upon meeting the requirements .

Who Should Attend: Anyone

Course Objective Designed for participants interested in acquiring essential knowledge on how to pre-process and clean data using Python Programming

Topics Covered

• Importing Data into from Various sources
• Database Input (Connecting to database)
• Viewing Data objects – sub setting, methods
• Exporting Data to various formats
• Cleaning of Data with Python
• Steps to Data Manipulation
• Python Tools for Data manipulation
• User Defined Functions in Python
• Stripping out extraneous information
• Normalization of Data and Data Formatting
• Important Python Packages e.g.Pandas, Numpy etc)