Git Product home page Git Product logo

the-data-science-workshop's Introduction

The Data Science Workshop

GitHub issues GitHub forks GitHub stars PRs Welcome

This is the repository for The Data Science Workshop, published by Packt. It contains all the supporting project files necessary to work through the course from start to finish.

Requirements and Setup

The Data Science Workshop

To get started with the project files, you'll need to:

  1. Setup Google colab

About The Data Science Workshop

Where there’s data, there’s insight. With so much data being generated, there is immense scope to extract meaningful information that’ll boost business productivity and profitability. In The Data Science Workshop, by learning to convert raw data into game-changing insights, you’ll open new career paths and opportunities.

What you will learn

  • Explore the key differences between supervised learning and unsupervised learning
  • Manipulate and analyze data using scikit-learn and pandas libraries
  • Understand key concepts such as regression, classification, and clustering
  • Discover advanced techniques to improve the accuracy of your model
  • Understand how to speed up the process of adding new features
  • Simplify your machine learning workflow for production

Related Workshops

If you've found this repository useful, you might want to check out some of our other workshop titles:

the-data-science-workshop's People

Contributors

aakinlalu avatar adityashah95 avatar adouugh avatar adrianpackt avatar akyso168 avatar ezw158 avatar jonathan-w-packt avatar madhunikitac avatar packtsnehalt avatar securetorobert avatar tvjoseph avatar

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.