PinnedAminah Mardiyyah RufaiinBecoming Human: Artificial Intelligence MagazineUnderstanding the Difference between Loss Functions and Metrics in Machine Learning/Deep LearningYes! You read the heading right. There’s indeed a difference between loss functions and Metrics in the field of Machine Learning. However…Feb 10, 2022Feb 10, 2022

PinnedAminah Mardiyyah RufaiinBecoming Human: Artificial Intelligence MagazineLet’s Talk about Machine Translation: The powering engine behind “Google Translate”At some point, we’ve all used Google translate, Microsoft,DeepL or Bing translator to impress our friends/colleagues who speak a different…Apr 12, 2022Apr 12, 2022

Aminah Mardiyyah RufaiStatistical Machine Translation: A Data Driven Translation ApproachHave you ever heard of Statistical Machine Translation (SMT)? What if I told you that Google Translate was founded in 2006 as a Statistical…Jul 21, 2022Jul 21, 2022

Aminah Mardiyyah RufaiinNerd For TechLinear Regression From Scratch PT3: Stochastic Gradient DescentWelcome back! This is part 3 of the Linear regression model from scratch. In this article, we will be exploring the famous “Stochastic…May 25, 20211May 25, 20211

Aminah Mardiyyah RufaiinNerd For TechLinear Regression From Scratch PT2: The Gradient Descent AlgorithmIn my previous article on Linear regression, I gave a brief introduction to linear regression, the intuition, the assumptions, and two…Apr 25, 2021Apr 25, 2021

Aminah Mardiyyah RufaiLINEAR REGRESSION FROM SCRATCH PT1The Linear Regression is considered the most natural learning algorithm for modelling data, primary because it is easy to interpret and…Mar 24, 2021Mar 24, 2021

Aminah Mardiyyah Rufai“Hangman with Image Display” — Series 13: #LearnPythonThroughProjectsIn the previous series, we built a simple version for the ‘Hangman game in Python”. In this series, we are advancing forward, improving on…Oct 7, 20201Oct 7, 20201

Aminah Mardiyyah Rufai“A Simple Hangman” — #LearnPythonThroughProjects: Series 12Hey there Python rockstar! Welcome to another interesting Project. It’s that time of the week, put on your Coding armour , let’s go conquer…Oct 1, 2020Oct 1, 2020

Aminah Mardiyyah RufaiPhonebook Program Revamped — #LearnPythonThroughProjects : Series 11In the last series, a simple phonebook program was built using basic concepts of Functions, data structures, and flow control statements…Sep 23, 2020Sep 23, 2020

Aminah Mardiyyah Rufai“Building a Simple PhoneBook” — #LearnPythonThroughProjects: Series 10Hey there Python rockstar! Welcome to another interesting Project. Do you have your Coding gear ready? Let’s go build a mind-blowing…Sep 16, 20201Sep 16, 20201