Ultimate Python Cheat Sheet: Data Science Workflow with Python

Written by Matt Dancho on November 18, 2018





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Python Cheat Sheet: Python for Data Science

At Business Science, we are developing a revolutionary system for teaching Business Analysis with Python (Business Analysis with Python is a new course we are developing at Business Science University).

Python Cheat Sheet

The system is revolutionary for a number of reasons (we’ll get to these in a minute). The cornerstone of our teaching process is the Data Science with Python Workflow, which is an adaptation of the Data Science with R workflow originally taught by Hadley Wickham and Garrett Grolemund in the the excellent book, R For Data Science. The NEW Python Cheat Sheet links the documentation, cheat sheets, and key resources available for the most widely used Python packages into one meta-cheatsheet that illustrates the workflow.

The NEW Python Cheat Sheet links the documentation, cheat sheets, and key resources available for the most widely used Python packages into one meta-cheatsheet that illustrates the workflow.

Get The ULTIMATE Python Cheat Sheet

Just go to our website, and you’ll see it available under the “Resources” Tab. The NEW Python Cheat Sheet with the Data Science Workflow in Python is available for download here.

Getting the ULTIMATE Python Cheat Sheet

Download the ULTIMATE Python Cheat Sheet

Get All Cheat Sheets

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You Need To Learn Data Science For Business with R!

Data Science For Business With R Course

Available Now!

To be efficient as a data scientist, you need to learn R. Take the course that has cut data science projects in half (see this testimonial from a leading data science consultant) and has progressed data scientists more than anything they have tried before. Over 10-weeks you learn what it has taken data scientists 10-years to learn:

  • Our systematic data science for business framework
  • R and H2O for Machine Learning
  • How to produce Return-On-Investment from data science
  • And much more.

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How To Use The Cheat Sheet

The UTLITMATE Python Cheat Sheet is an amazing reference. It contains the primary resources you need for getting up and running with Python for Data Science. Let’s take a look.

The Workflow

The first thing you will notice is the workflow that is prominently presented. You can see where the various Python Packages are used.

Workflow

Python At Each Workflow Step

Here’s the beauty of the ULTIMATE Python Cheat Sheet. With one click, you can easily get to the web documentation for any of the Python packages.

Documentation

One-Click To Python Documentation

With one click, you can easily get to the web documentation for any of the Python packages.

We didn’t stop at documentation and cheat sheets. We also added in important references to get you up to speed quickly.

Important References

One-Click To Important References

We didn’t stop at documentation and cheat sheets. We also added in important references to get you up to speed quickly.

Learning Python For Business

Are you interested in learning Python For Business? Then look no further.

  • Business Science University has the most advanced, technology intensive, and streamlined data science educational system for business on the planet.

  • We are developing a INTRODUCTORY BUSINESS ANALYSIS COURSE WITH PYTHON (DS4B 101-P) that delivers an amazing educational experience for learners that want to apply Python to business analysis.

Course Launch Date

To be determined - We are hopeful for December 2018 / January 2019. Sign up at university.business-science.io to get the course launch details once they are available.

Why Choose Business Science for Education?

  • Research: We know how to learn data science efficiently and what ingredients create high performance data science teams.

  • Business Application over Tools: We don’t teach tools. We teach how to solve business problems using tools. There is a key difference. Our approach builds knowledge you can apply immediately.

  • Learn In Weeks What Takes Years: When you take a Business Science University course, you learn everything needed to solve the business project. You learn from proven frameworks and workflows. We cut out anything that you don’t need to know. This makes our programs the most efficient programs for learning.



Learn Data Science For Business with R Today!

Data Science For Business With R Course

Available Now!

To be efficient as a data scientist, you need to learn R. Take the course that has cut data science projects in half (see this testimonial from a leading data science consultant) and has progressed data scientists more than anything they have tried before. Over 10-weeks you learn what it has taken data scientists 10-years to learn:

  • Our systematic data science for business framework
  • R and H2O for Machine Learning
  • How to produce Return-On-Investment from data science
  • And much more.

Start Learning Today!





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Data Science for Business Curriculum

Business Science University is an educational platform that teaches how to apply data science to business. Our offering includes of a fully integrated, project-based 3-Course R-Track.


BSU R-Track Course Curriculum


Each course takes the student through their progression in a data science journey. Begin your journey with DS4B 101-R which teaches foundations using the tidyverse. Next, master machine learning for business with DS4B 201-R, where you learn H2O and many advanced R packages. Finish with DS4B 301-R where you learn to develop high-performing web applications using Shiny, a powerful framework for productionizing R code.

R-Track Curriculum Summary

Business Analysis with R (Beginner) - Data Science Foundations 7-Week course 12 tidyverse Packages 2 business projects
Data Science For Business with R (Intermediate/Advanced) - Machine Learning + Business Consulting 10-Week course H2O, LIME, recipes, and 10 more packages 1 end-to-end business project
Web Apps for Business with Shiny (Advanced) - Web Frameworks (Bootstrap, HTML/CSS) and Shiny 6-Week course Shiny, shinytest, shinyloadtest, profvis, and more! Take machine learning model into production

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