Hello here and thank you for visting my blog. My name is Gbetondji Jean-Sebastien Dovonon. I’m currently doing a masters degree in machine intelligence at the African Institute for Mathematical Sciences (AIMS Senegal).

Here are my posts. Feel free to comment or send me an email here

Posts

• Notes from AMMI 2020

  Here is a series of notes I'm putting down for the various courses I'm taking at the African Masters in Machine Intelligence 2020/2021 in Mbour, Senegal.

  Mar 19, 2021

• AMMI notes - Naive Bayes classifier for sentiment analysis

  Using a Naive Bayes classifier to classify reviews

  Nov 4, 2021

• AMMI notes - MLE and MAP for logistic regression

  maximum likelihood estimation and maximum a posteriori estimation for logistic regression

  Mar 10, 2021

• AMMI notes - MLE and MAP

  maximum likelihood estimation and maximum a posteriori estimation

  Mar 5, 2021

• AMMI notes - Polynomial regression and overfitting

  Exploring the limits of linear regression and how polynomial regression gives better results in some cases

  Mar 4, 2021

• AMMI notes - ridge regression

  An explanation of a useful equality for the ridge regression

  Feb 20, 2021

• AMMI notes - Ordinary least square solution

  Solution to the optimization of the squarred error with accompanying code.

  Feb 20, 2021

• Project DOVE

  Project DOVE was built for the 2020 HackAPI. It's a web app that scraps Twitter for news, filters it and displays it.

  Oct 13, 2020

• My first real team experience in a Zindi competition

  A description of my first real team experience in a Zindi competition with Ronny, a friend of mine.

  Sep 20, 2020

• Deep Learning for Video Classification

  A presentation made to the AI Ghana community on the use of deep learning for video classification.

  Aug 17, 2020