Python for Data Science

Technology

Python is a versatile and widely-used programming language with many applications. This workshop explores Python’s place in the scientific ecosystem, and how the language, with several readily-available open-source libraries, can serve as a powerful tool for data analysis. Designed as a stand-alone introduction to the data science aspects of Python, this class is also a recommended preparatory workshop for students planning to enroll in General Assembly’s Data Science course.

This workshop will cover hands-on lessons from Hello, World through an intro to pandas. Follow this workshop with Part II: Python For Data (Intermediate). You will discover how to use large datasets and their visualizations in your laptop! Along the way we will learn about popular and useful Python data types, how to write conditional statements, loops, and functions. We will dive into using pandas, a powerful dataframe package for handling structured data. This bootcamp will serve as a great launching pad for your data science explorations.

By the end of the workshop, students will be able to: – Understand commonly used built-in Python data types, including lists, tuples, and dictionaries. – Write conditional statements using if, elif and else in Python. – Write a for loop in Python. – Read and write large amounts of data using pandas. – Do common data manipulations including filtering, selecting specific rows and columns, along with other routine data analysis tasks with pandas. – Merge dataframes in various ways using pandas. – Use Python for basic data analysis tasks (data cleaning and reformatting, exploration, analysis). – Understand Python’s role as a tool in the backend and analysis toolkits. – Use tools like pandas, loops, and visualization.

Schedule: We’ll take an hour for lunch at 1 pm..

Prereqs & Preparation:

Please bring your own laptops with Anaconda (or miniconda) installed (https://www.continuum.io/downloads). Please have an interactive Jupyter notebook in your PC, where we will write and run one ton of fun Python code.
Using Python 3.x (E.g. 3.6) is highly recommended.
Familiarity with programming will certainly help, but is not mandatory because we intend to start at the very beginning!

Refund Policy
Plans change. We get it. But if you can't make it to a class/workshop, please email us at least 7 days before the scheduled event date. No refunds will be given after this time frame.

General Assembly

General Assembly is a pioneer in education and career transformation, specializing in today’s most in-demand skills. The leading source for training, staffing, and career transitions, we foster a flourishing community of professionals pursuing careers they love.

What began as a co-working space in 2011 has since grown into a global learning experience with campuses in 15 cities and over 25,000 graduates worldwide.

As individuals and companies struggle to compete in an increasingly technological economy, General Assembly provides award-winning, dynamic training to close the global skills gap.

More classes from General Assembly

Class Fee: $175

  Jan 27, 2018 - Jan 27, 2018
  Mar 31, 2018 - Mar 31, 2018
Days/Times:
Class Type: In Person
Location
General Assembly
Seattle Tower Third Floor, 1218 3rd Ave
Seattle, WA 98101

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Reviews of General Assembly

(3 Reviews)
Cody B.
I went to GA Seattle WDI (Web Development Immersive) course. It changed my life. Within 1 1/2 months of graduation, I was offered a great job at a company that's considered one of the top 5 to work for in the pacific NW. Starting next week I'll be a Software Engineer making more than twice what I made in my previous career, and I enjoy the work much more. I can't heap enough praise onto the General Assembly Web Development program. Like I said, it's changed my life in ways I didn't think possible.
Daren Y.
GA WDI has been a great decision, not only was I able to learn such an extensive knowledge of multiple languages and frameworks to build web apps, but also being a part of an awesome ever growing family. I would highly recommend GA WDI to anyone.
Samantha B.
I loved taking the FEWD class with General Assembly. My teachers were the head developers at Nordstrom and such cool guys! In just a 10 weeks I learned how to code HTML, CSS, and intermediate JavaScript. I wish we had spent more time with GitHub but apparently all future classes are using it for every homework assignment so that's good to hear. I would recommend GA to anyone serious about learning a difficult 21st century skill like web development or user experience or digital marketing. I got so much more out of it than I feel I would have with any online course.