Aminah Mardiyyah Rufai – Medium

Aminah Mardiyyah Rufai

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Becoming Human: Artificial Intelligence Magazine

Understanding the Difference between Loss Functions and Metrics in Machine Learning/Deep Learning

Yes! You read the heading right. There’s indeed a difference between loss functions and Metrics in the field of Machine Learning. However…

Feb 10, 2022

Understanding the Difference between Loss Functions and Metrics in Machine Learning/Deep Learning

Feb 10, 2022

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Aminah Mardiyyah Rufai
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Becoming Human: Artificial Intelligence Magazine

Let’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, 2022

Let’s Talk about Machine Translation: The powering engine behind “Google Translate”

Apr 12, 2022

Aminah Mardiyyah Rufai

Statistical Machine Translation: A Data Driven Translation Approach

Have 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, 2022

Statistical Machine Translation: A Data Driven Translation Approach

Jul 21, 2022

Aminah Mardiyyah Rufai
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Nerd For Tech

Linear Regression From Scratch PT3: Stochastic Gradient Descent

Welcome back! This is part 3 of the Linear regression model from scratch. In this article, we will be exploring the famous “Stochastic…

May 25, 2021

Linear Regression From Scratch PT3: Stochastic Gradient Descent

May 25, 2021

Aminah Mardiyyah Rufai
in
Nerd For Tech

Linear Regression From Scratch PT2: The Gradient Descent Algorithm

In my previous article on Linear regression, I gave a brief introduction to linear regression, the intuition, the assumptions, and two…

Apr 25, 2021

Linear Regression From Scratch PT2: The Gradient Descent Algorithm

Apr 25, 2021

Aminah Mardiyyah Rufai

LINEAR REGRESSION FROM SCRATCH PT1

The Linear Regression is considered the most natural learning algorithm for modelling data, primary because it is easy to interpret and…

Mar 24, 2021

LINEAR REGRESSION FROM SCRATCH PT1

Mar 24, 2021

Aminah Mardiyyah Rufai

“Hangman with Image Display” — Series 13: #LearnPythonThroughProjects

In 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, 2020

“Hangman with Image Display” — Series 13: #LearnPythonThroughProjects

Oct 7, 2020

Aminah Mardiyyah Rufai

“A Simple Hangman” — #LearnPythonThroughProjects: Series 12

Hey 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, 2020

“A Simple Hangman” — #LearnPythonThroughProjects: Series 12

Oct 1, 2020

Aminah Mardiyyah Rufai

Phonebook Program Revamped — #LearnPythonThroughProjects : Series 11

In the last series, a simple phonebook program was built using basic concepts of Functions, data structures, and flow control statements…

Sep 23, 2020

Phonebook Program Revamped — #LearnPythonThroughProjects : Series 11

Sep 23, 2020

Aminah Mardiyyah Rufai

“Building a Simple PhoneBook” — #LearnPythonThroughProjects: Series 10

Hey there Python rockstar! Welcome to another interesting Project. Do you have your Coding gear ready? Let’s go build a mind-blowing…

Sep 16, 2020

“Building a Simple PhoneBook” — #LearnPythonThroughProjects: Series 10

Sep 16, 2020

Aminah Mardiyyah Rufai

Aminah Mardiyyah Rufai

Machine Learning Researcher | Machine Intelligence student at African Institute for Mathematical Sciences and Machine Intelligence | PHD Candidate

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