katharine jarmul, founder at kjamistan - "learn data wrangling with python"

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Data Wrangling With Python Katharine Jarmul (@kjam) May 12, 2016 Big Data, Berlin

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Page 1: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

Data Wrangling With Python

Katharine Jarmul (@kjam)May 12, 2016Big Data, Berlin

Page 2: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

Hello!I am Katharine Jarmul

I love teaching non-coding data folks how to do data with Python.

You can find me at:@kjamhttp://kjamistan.com

Page 3: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

1.Why Python?Python is a tremendously useful language with an ever-growing community of data scientists and statisticians.

Page 4: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

Who uses Python?

Page 5: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

2.Gathering DataPython can help collect data via API access, web scraping, simple file reading or connecting to a database.

Page 6: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

Bigger is Better?

Page 7: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

3.Cleaning DataData is messy, Python can help.

Page 8: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

Understanding your data

Page 9: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

4.Analyzing DataPandas, scipy, numpy, oh my!

Page 10: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

“Information is not

knowledge.Albert Einstein

Page 11: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

5. Sharing Data

Visualization is key to

understanding.

Page 12: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

Choosing your Visualization

Page 13: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

Automate your

Data Wrangli

ngdata collection,

cleaning and processing, data visualization, task management

Page 14: Katharine Jarmul, Founder at Kjamistan - "Learn Data Wrangling with Python"

Thanks!Any questions?

Reach out!@[email protected]

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