Salma GhoneiminJavaScript in Plain EnglishReact token-based authentication module with Axios InterceptorsAn all-in-one tutorial on how to create the authentication part of your React app.May 6, 2020May 6, 2020
Salma GhoneiminHeartbeatEngineering Feature EngineeringDefining feature engineering and applying it to your datasetFeb 12, 2020Feb 12, 2020
Salma GhoneiminHeartbeatUsing least squares-based classification to detect digitsClassifying digits using the discriminant least square-based function in less than 100 lines of code.Dec 2, 20191Dec 2, 20191
Salma GhoneiminTowards Data ScienceLinear Algebra and Probability Theory Review for MLMatrices and VectorsNov 12, 20191Nov 12, 20191
Salma GhoneiminHeartbeatDefining AI: The evolution, structure, and problem-solving methods of intelligent agentsExploring the history and inner mechanisms of (artificially) intelligent agentsNov 1, 2019Nov 1, 2019
Salma GhoneiminHeartbeat5 TensorFlow techniques to eliminate overfitting in DNNsEarly stopping, L1 and L2 regularization, dropout, max-norm regularization and data augmentation with TensorFlowJul 17, 20192Jul 17, 20192
Salma GhoneiminHeartbeatWhat is Machine Learning?Definitions and examples to get you started on your ML journeyJun 18, 20191Jun 18, 20191
Salma GhoneiminHeartbeatOpenCV-Python Cheat Sheet: From Importing Images to Face DetectionCropping, Resizing, Rotating, Thresholding, Blurring, Drawing & Writing on an image, Face Detection & Contouring to detect objects. All…Apr 19, 20195Apr 19, 20195
Salma GhoneiminTowards Data Science5 Types of bias & how to eliminate them in your machine learning projectSample, Exclusion, Observer, Prejudice, Measurement bias. An introduction and an example to each!Apr 16, 20194Apr 16, 20194
Salma GhoneiminTowards Data Science5 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?Apr 7, 2019Apr 7, 2019