Git Product home page Git Product logo

ai_group-assignment's Introduction

ARTIFICIAL INTELLIGENCE PACKAGES INSTALLATIONS AND TESTING.

The main aim of this assignment is create Artificial Intelligence environment on a Linux Environment and demostrationg on the availability of Python Packages for developing Artificial Intelligence and Machine Learning Models.

Packages To be Installed.

  • Python 3
  • Anaconda Environment
  • Jupyter Notebooks
  • Keras
  • Tensorflow
  • Matplotlib
  • Pandas
  • numpy
  • Scikit-learn

Datasets to be used for Testing

We used Datasets from Softlayer IBM focusing on the Nigeria Carbon Dioxide Emmissions based on the Vehicles types and Engine Sizes. We Focused on creating a model that predicts the level of Carbon dioxide that will be emmitted when a Vehicle with a specific Engine size is being used on the Nigerian cities.

We used different packages from Matplots, numpy's to plot graphs and then use a Scikit-learn Linear model to perform a Linear Regression to determine the level of CO2 that will be expected.

Authors:

  1. Ephraim Adongo
  2. Collins Nnemuka
  3. Joachim Wambua
  4. Zuberi Ayyub

ai_group-assignment's People

Contributors

ekaizen2 avatar zubrah avatar

Watchers

 avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.