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Python for Data Bootcamp

at General Assembly - Online

(2565)
Course Details
Price:
$250
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A computer will not be provided
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Description
Class Level: All levels
Age Requirements: 18 and older
Average Class Size: 20
Teacher: Jonathan Bechtel

Flexible Reschedule Policy: This provider has flexible, free rescheduling for any-in person workshop. Please see the cancellation policy for more details

What you'll learn in this python class:

Python is quickly becoming the go-to programming language for working with large amounts of data. Both existing programmers and those new to the practice will need to understand Python’s ecosystem that allows you to easily load, query, interpret and analyze complicated and messy data for a variety of business purposes.


This workshop introduces you to the major Python libraries used for data analysis (primarily Numpy and Pandas), and gives you a practical, thorough walk through for how to use them for the most important data management tasks. It starts you off with the basics, and walks you through various API’s until you’ll be able to easily clean, manage, join, and analyze data sets with millions of rows…..all on your own laptop.


This workshop is ideal for analysts, marketers, non-python programmers, and anyone looking to expand their data toolkit by learning how to use the world’s most flexible and powerful data management ecosystem.


Takeaways: 

  • Introduction to the Scipy ecosystem, and what purpose its major components serve
  • How to use the IPython computing environmentThe basics of the Numpy and Pandas apis
  • Connecting to and loading in different types of dataSelecting, querying, and segmenting your data
  • How to join together multiple data sources
  • Common Pandas operations for analyzing your data
  • How to optimize performance and rapidly expand the size of the datasets you can work on The basics of visualization using Pandas and matplotlib

Preparation

  • Please have a copy of Anaconda installed on your computer
  • Familiarity with the core Python programming language, either with the Introduction to Python Bootcamp or similar experience.
  • You will need access to a laptop or computer with a working webcam and microphone as well as a strong internet connection.
  • This course will occur completely online using Zoom and Slack.
  • Course set up information will be emailed to all students signed up around 24 hours before (and again an hour before) your course launches.


Remote Learning

This course is available for "remote" learning and will be available to anyone with access to an internet device with a microphone (this includes most models of computers, tablets). Classes will take place with a "Live" instructor at the date/times listed below.

Upon registration, the instructor will send along additional information about how to log-on and participate in the class.

School Notes:
For students enrolling in 12 week part time and immersive classes, it is not recommended that you book more than one class simultaneously.

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Refund Policy
If you can't make it to a class/workshop, please email us at [email protected] at least 7 days before the scheduled event date. No refunds will be given after this timeframe.

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