Master Pandas patterns to write clean and optimized code, collaborate with others, and prepare for machine learning.
No canned data. Use your own data in the lab and get real time feedback!
You will master common patterns to manipulate your data
You will write code that you can quickly evaluate to ensure your results
Write code that you can deploy and share with others
Answer complex questions, create compelling visualizations, and create re-usable code snippets to ease data analysis.
Analysts and data-minded folks who want to leverage powerful tools that senior data scientists are using.
Data Scientists who want to learn how to use Pandas and get real time feedback on their data. Master the Python ecosystem.
Professionals who want to avoid the endless Untitled58.ipynb renaming procedure.
Dealing with raw data is a pain. You will apply a re-usable process and will execute it on your own data.
You will master a framework that allows you to clean, enhance, shrink, and prepare data for analysis and machine learning.
Loading data is half the battle. The other half is understanding it. You will create compelling visualizations to tell your story.
What good is code if no one can read it or use it? You will structure your code and notebook so that they are easy to share and collaborate with others.
Books or online courses are great for knowledge transfer. In this course, you will apply that knowledge to your own data, learn faster, and walk away with code you can use at work.
When you work with a cohort, you will review their solutions and applications. Working together will reinforce the patterns and you will find them generally applicable.
6 best-selling books, including Effective Pandas, Illustrated Guide to Python 3, and Machine Learning Pocket Reference.
Trainer for NASA, Qualcomm, Adobe, and more.
Instructor at Stanford and University of Utah.
20+ years of experience with Python and data science.
CS degree Stanford University.
I have created many online courses. This is my first cohort based course because I believe in the power of accountability. This course is not giving you a fish. It is beyond teaching you to fish. It is going on a fishing trip with you.
This course is proudly sponsored by MetaSnake
Install and leverage power tooling on your machine.
Quantify, visualize, and determine steps for dealing with messy values.
Leverage the correct plots to tell compelling stories.
Learn to quantify and understand categorical data. Extract information from free form data.
Use best practices of software engineering to create reusable snippets of code and analysis.
We will meet as a cohort to learn, work, share, and in
Work on applying frameworks and code snippets to your data.
You can probably get your company to pay for this course. I've included a template to make it easy for you.
The email template is available here.
This course builds on live workshops and hands-on projects
You’ll be interacting with other learners through breakout rooms and project teams
Join a community of like-minded people who want to learn and grow alongside you