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Beginner
Data Science & Analytics
en
Introduction to Python for Data Science
Udacity
Platform
· California, USA
About this course
Learn Python programming fundamentals such as data types and structures, variables, loops, and functions. Work with Python libraries and packages, manipulate and analyze data with Pandas and Polars, compute statistics, and create effective visualizations to uncover patterns, trends, and relationships. Apply industry-standard tools and workflows to explore datasets, generate insights, and communicate findings through data-driven storytelling and decision-making.
Prerequisite Skills
Skills you should have before taking this course
English communication
Basic arithmetic
Logarithms and exponentiation
Logarithms
Exponentiation
Skills Gained
Skills you will develop by completing this course
Python
Data Visualization
Control flow (conditionals and loops)
Python Data Structures
Pandas
Python functions
Built-in Python functions
Python methods
Python function definition
Python data types
Python exception handling
Polars
Data visualization with Python