Aminah Mardiyyah Rufai – Medium

Aminah Mardiyyah Rufai

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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…

3 min readFeb 10, 2022

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

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Pinned

Aminah Mardiyyah Rufai
in
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…

6 min readApr 12, 2022

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

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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…

7 min readJul 21, 2022

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Statistical Machine Translation: A Data Driven Translation Approach

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Aminah Mardiyyah Rufai
in
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…

6 min readMay 25, 2021

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Linear Regression From Scratch PT3: Stochastic Gradient Descent

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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…

7 min readApr 25, 2021

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Linear Regression From Scratch PT2: The Gradient Descent Algorithm

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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…

8 min readMar 24, 2021

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LINEAR REGRESSION FROM SCRATCH PT1

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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…

5 min readOct 7, 2020

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

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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…

7 min readOct 1, 2020

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“A Simple Hangman” — #LearnPythonThroughProjects: Series 12

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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…

7 min readSep 23, 2020

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Phonebook Program Revamped — #LearnPythonThroughProjects : Series 11

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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…

7 min readSep 16, 2020

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

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1

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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