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/en/python-for-data-science

Training Description:

About this course

In the information age, data is all around us. Within this data are answers to compelling questions across many societal domains (politics, business, science, etc.). But if you had access to a large dataset, would you be able to find the answers you seek?

This course, part of the Data Science MicroMasters program, will introduce you to a collection of powerful, open-source, tools needed to analyze data and to conduct data science. Specifically, you’ll learn how to use:

• python
• jupyter notebooks
• pandas
• numpy
• matplotlib
• git
• and many other tools.

You will learn these tools all within the context of solving compelling data science problems.

After completing this course, you’ll be able to find answers within large datasets by using python tools to import data, explore it, analyze it, learn from it, visualize it, and ultimately generate easily sharable reports.

By learning these skills, you’ll also become a member of a world-wide community which seeks to build data science tools, explore public datasets, and discuss evidence-based findings. Last but not least, this course will provide you with the foundation you need to succeed in later courses in the Data Science MicroMasters program

What you'll learn

• Basic process of data science
• Python and Jupyter notebooks
• An applied understanding of how to manipulate and analyze uncurated datasets
• Basic statistical analysis and machine learning methods
• How to effectively visualize results

Who is eligible:

Level:  Advanced

Additional information

Pursue a Verified Certificate to highlight the knowledge and skills you gain ($99 USD)

• Official and Verified

  Receive an instructor-signed certificate with the institution's logo to verify your achievement and increase your job prospects

• Easily Shareable

  Add the certificate to your CV or resume, or post it directly on LinkedIn

• Proven Motivator

  Give yourself an additional incentive to complete the course

• Support our Mission

  EdX, a non-profit, relies on verified certificates to help fund free education for everyone globall

Speakers:

Created by:

 

Ilkay Altintas

Chief Data Science Officer at

the San Diego Supercomputer Center

UC San Diego

 

Leo Porter

Assistant Teaching Professor, 

Computer Science and Engineering

UC San Diego