Coder Social home page Coder Social logo

c-hack's Introduction

Chem E Hackathon 2021 Tutorial Notebooks

In this repository you will find the Jupyter notebooks used in the UW Chemical Engineering C-HACK 2021 Tutorials

Tutorial topics

  • Introduction: Google Colab / Jupyter notebooks / Python code / Variables / Basic operations
  • Variables: Lists / Dictionaries / Flow control / Data Structures
  • Functions & Pandas: Defining and calling functions / Pandas / Dataframes
  • Visualization: Matplotlib / Scatter, Box, Bar plots / Correlation Plots / IpyWidgets / Plotly
  • Regression: Scikit-learn / Linear regression / Fitting error / Prediction / Bias & variance

    • Tutorial instructors / C-HACKMASTERs

  • Jesse Chiem (Tutorial 1) - Computing & Technology Manager, UW Chem E
  • David Beck (Tutorials 2 and 3) - Director of Research & Education, eScience Institute, UW Chem E
  • Wesley Beckner (Tutorial 4) - Program Ops Specialist, UW Chem E
  • Stephanie Valleau (Tutorial 5) - Assistant Professor in Chemical Engineering, UW

    • Software requirements

    Notebooks were written using versions of Python > 3.6 and requires these packages:

    License

    Apache License 2.0

    c-hack's People

    Watchers

    avatar

    Recommend Projects

    • React photo React

      A declarative, efficient, and flexible JavaScript library for building user interfaces.

    • Vue.js photo Vue.js

      🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

    • Typescript photo Typescript

      TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

    • TensorFlow photo TensorFlow

      An Open Source Machine Learning Framework for Everyone

    • Django photo Django

      The Web framework for perfectionists with deadlines.

    • D3 photo D3

      Bring data to life with SVG, Canvas and HTML. 📊📈🎉

    Recommend Topics

    • javascript

      JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

    • web

      Some thing interesting about web. New door for the world.

    • server

      A server is a program made to process requests and deliver data to clients.

    • Machine learning

      Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

    • Game

      Some thing interesting about game, make everyone happy.

    Recommend Org

    • Facebook photo Facebook

      We are working to build community through open source technology. NB: members must have two-factor auth.

    • Microsoft photo Microsoft

      Open source projects and samples from Microsoft.

    • Google photo Google

      Google ❤️ Open Source for everyone.

    • D3 photo D3

      Data-Driven Documents codes.