python II

Advanced Business 
Automation and Analytics

Core Skills
A continuation from our Business Automation and Analytics lecture series, the advanced course supercharges your ability to rapidly attain insight from data using crucial functionalities of the Python programming language.

Intermediate Python: 
Manipulating Dataframes

Core Skills
A continuation from our Fundamentals of Python lecture series, Intermediate Python supercharges your ability to rapidly attain insight from data using crucial functionalities of the Python programming language.

prerequisites

Successful completion of 

Taken within the last year

duration

Full day or
two half-days

Virtual or in-person

certification

afterskills Python II
practitioner

Awarded upon completion

course description_

In this course, we show you how easy it is to use Python to quickly get to grips with data using its extensive libraries. From descriptive statistics to extensive dataframe manipulation, you'll begin to learn how to explore data in a much more efficient and robust manner that will ultimately speed up your time to insight and save you hours of data wrangling.

Upon completing this course, participants will leave with an understanding of how to use Python to bolster their insight generation and will appreciate why Python is the preferred programming language for data scientists across all sectors.

agenda

Topic 1: Course Introduction & Dictionaries
Topic 2: Dataframes with Pandas
Topic 3: Renaming, Indexing, and Slicing within Dataframes
Topic 4: Manipulating, Sorting, Merging and Exporting
Topic 5: Descriptive Statistics and Data Auditing with Python
Topic 6: Group By
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