Salma Ghoneim – Medium

Salma Ghoneim
in
JavaScript in Plain English

React token-based authentication module with Axios Interceptors

An all-in-one tutorial on how to create the authentication part of your React app.

8 min readMay 6, 2020

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React token-based authentication module with Axios Interceptors

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Salma Ghoneim
in
Heartbeat

Engineering Feature Engineering

Defining feature engineering and applying it to your dataset

4 min readFeb 12, 2020

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Engineering Feature Engineering

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Salma Ghoneim
in
Heartbeat

Using least squares-based classification to detect digits

Classifying digits using the discriminant least square-based function in less than 100 lines of code.

7 min readDec 2, 2019

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Using least squares-based classification to detect digits

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Salma Ghoneim
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Towards Data Science

Linear Algebra and Probability Theory Review for ML

Matrices and Vectors

6 min readNov 12, 2019

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Linear Algebra and Probability Theory Review for ML

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Salma Ghoneim
in
Heartbeat

Defining AI: The evolution, structure, and problem-solving methods of intelligent agents

Exploring the history and inner mechanisms of (artificially) intelligent agents

9 min readNov 1, 2019

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Defining AI: The evolution, structure, and problem-solving methods of intelligent agents

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Salma Ghoneim
in
Heartbeat

5 TensorFlow techniques to eliminate overfitting in DNNs

Early stopping, L1 and L2 regularization, dropout, max-norm regularization and data augmentation with TensorFlow

7 min readJul 17, 2019

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5 TensorFlow techniques to eliminate overfitting in DNNs

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Salma Ghoneim
in
Heartbeat

What is Machine Learning?

Definitions and examples to get you started on your ML journey

7 min readJun 18, 2019

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What is Machine Learning?

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Salma Ghoneim
in
Heartbeat

OpenCV-Python Cheat Sheet: From Importing Images to Face Detection

Cropping, Resizing, Rotating, Thresholding, Blurring, Drawing & Writing on an image, Face Detection & Contouring to detect objects. All…

7 min readApr 19, 2019

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OpenCV-Python Cheat Sheet: From Importing Images to Face Detection

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Salma Ghoneim
in
Towards Data Science

5 Types of bias & how to eliminate them in your machine learning project

Sample, Exclusion, Observer, Prejudice, Measurement bias. An introduction and an example to each!

7 min readApr 16, 2019

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5 Types of bias & how to eliminate them in your machine learning project

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Salma Ghoneim
in
Towards Data Science

5 Steps to correctly prepare your data for your machine learning model.

How to prepare your dataset in order to get the most out of it?

6 min readApr 7, 2019

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5 Steps to correctly prepare your data for your machine learning model.

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Salma Ghoneim

Salma Ghoneim

SDE at Microsoft, Passionate about frontend development, fascinated by artificial intelligence, Interested in game development.

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