Introduction to Python for Data Science

Filip Schouwenaars, Jonathan Sanito, Microsoft

The ability to analyze data with Python is critical in data science. Learn the basics, and move on to create stunning visualizations.

Python is a very powerful programming language used for many different applications. Over time, the huge community around this open source language has created quite a few tools to efficiently work with Python. In recent years, a number of tools have been built specifically for data science. As a result, analyzing data with Python has never been easier.

In this practical course, you will start from the very beginning, with basic arithmetic and variables, and learn how to handle data structures, such as Python lists, Numpy arrays, and Pandas DataFrames. Along the way, you’ll learn about Python functions and control flow. Plus, you’ll look at the world of data visualizations with Python and create your own stunning visualizations based on real data.

edX offers financial assistance for learners who want to earn Verified Certificates but who may not be able to pay the fee. To apply for financial assistance, enroll in the course, then follow this link to complete an application for assistance.

What will you learn

  • Explore Python language fundamentals, including basic syntax, variables, and types
  • Create and manipulate regular Python lists
  • Use functions and import packages
  • Build Numpy arrays, and perform interesting calculations
  • Create and customize plots on real data
  • Supercharge your scripts with control flow, and get to know the Pandas DataFrame

Dates:
  • 1 October 2019
Course properties:
  • Free:
  • Paid:
  • Certificate:
  • MOOC:
  • Video:
  • Audio:
  • Email-course:
  • Language: English Gb

Reviews

No reviews yet. Want to be the first?

Register to leave a review

Show?id=n3eliycplgk&bids=695438
Included in selections:
NVIDIA
More on this topic:
962f029b-42a6-4fba-be50-b7fff6bf7e75-a02d446674f5.small Parametric Modelling
This course will focus on the fundamentals of procedural programming in 3D....
956319ec-8665-4039-8bc6-32c9a9aea5e9-885268c71902.small Introduction to Computer Science and Programming Using Python
An introduction to computer science as a tool to solve real-world analytical...
4c70ad9b-9602-49af-bf00-83fa4bf47708-dc4566d15250.small Machine Learning with Python: from Linear Models to Deep Learning
An in-depth introduction to the field of machine learning, from linear models...
Small-icon.hover Algorithms: Design and Analysis, Part 1
In this course you will learn several fundamental principles of algorithm design...
Small-icon.hover Automata
This course covers finite automata, context-free grammars, Turing machines,...
More from 'Computer Science':
695ff980-b45a-425f-bee6-51bf6e962d90-de2d1a1c22e0.small Video Game Design History
Learn about the evolution of video games from experts at The Strong National...
595aa0b6-077d-439b-a651-95a9ee65c51a-fc966dc2648f.small Video Game Design and Balance
Learn about the video game design process and experiment with effective methods...
Fcd236ea-68ae-46f7-b991-849a41cebc64-0ea84acf6bad.small Video Game Asset Creation and Process
Learn about the tools, processes and platforms that allow video game assets...
Regular_7e290d30-8e84-46b2-bf50-801246fb157c Advanced Data Mining with Weka
Learn how to use popular packages that extend Weka's functionality and areas...
Regular_0b883f52-bc27-40f6-b633-d5fa9dd1101a Prepare to Run a Code Club
Build your confidence and get practical advice on launching and running a Code...
More from 'edX':
4178fda1-e8c7-476c-81e8-8a6b453a6a76-569208c21635.small Humanitarian Response to Conflict and Disaster
Learn the principles guiding humanitarian response to modern emergencies, and...
695ff980-b45a-425f-bee6-51bf6e962d90-de2d1a1c22e0.small Video Game Design History
Learn about the evolution of video games from experts at The Strong National...
595aa0b6-077d-439b-a651-95a9ee65c51a-fc966dc2648f.small Video Game Design and Balance
Learn about the video game design process and experiment with effective methods...
Fcd236ea-68ae-46f7-b991-849a41cebc64-0ea84acf6bad.small Video Game Asset Creation and Process
Learn about the tools, processes and platforms that allow video game assets...
A3940ac0-0757-4181-8b9d-5741f8a934fc-87e2da858ee6.small Minds and Machines
An introduction to philosophy of mind, exploring consciousness, reality, AI...

© 2013-2019