Giter VIP home page Giter VIP logo

Duchoma Agoons's Projects

2019_r_projects icon 2019_r_projects

Projects Done during the Data Science and Business Analytics Program Offered By Great Learning In Partnership with UTX at Austin

sql--bounced_email_deactivation icon sql--bounced_email_deactivation

ETL process: This script identifies Bounced emails to be deactivated and finds the next preferred email for a person or constituent based on company's business rule in order to clean up the database and improve the effectiveness of solicitation by ensuring accurate contact information.

text_mining_in_r icon text_mining_in_r

The projects here demonstrate how a textual corpus is prepared for analysis, preprocessing steps for computational text mining and extraction of business insights. Concepts such as feature representation using bag of words and TF-IDF are demonstrated, clustering and supervised machine learning algorithms like regression and others are used on a DTM

understanding_ml icon understanding_ml

Walking you through OLS, its assumptions, testing them and using advanced ML algorithms when they don't hold. For example, when there is Heteroskedasticity, Weighted Least Squared Regression Is Used. When there is non linearity between the predictor and the dependent variable, we try Piecewise Reg or Polynomial Reg.. Follow me for a fun ride :)

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.