Essam WisaminTowards Data ScienceFastSpeech: Paper Overview & ImplementationLearn about text-to-speech and how its realized by transformers9 min read·Nov 9, 2023----
Essam WisamA Systematic Explanation of TransformersComes with free intuition, clarity and, comprehensiveness24 min read·Nov 9, 2023----
Essam WisamPredict Tomorrow’s Apple Stocks with LSTMsAn Introductory Article on Time Series Forecasting with LSTMs13 min read·Nov 5, 2023--1--1
Essam WisaminTowards Data ScienceEasily Implement Multiclass SVM From Scratch in PythonComes with a Free Deep Overview on SVMs14 min read·Nov 4, 2023--3--3
Essam WisaminTowards Data ScienceLagrange Multipliers, KKT Conditions & Duality — Intuitively ExplainedYour key to understanding SVMs, Regularization, PCA, and many other machine learning concepts.13 min read·Nov 3, 2023--1--1
Essam WisaminPython in Plain EnglishFrom Python to Julia: An Ultimate GuideTransfer learning what you know as a data scientist from Python to Julia37 min read·Oct 16, 2023--2--2
Essam WisaminTowards Data ScienceEmbracing Julia: An Invitation LetterWarmly Extended to Python Lovers, Scientific Computing Wizards and Data Scientists19 min read·Oct 13, 2023--5--5
Essam WisaminTowards Data ScienceClass Imbalance and Resampling: A Formal IntroductionLet’s explore the class imbalance problem and how resampling methods such as random oversampling attempt to solve it.6 min read·Oct 7, 2023----
Essam WisaminTowards Data ScienceClass Imbalance: Exploring Undersampling TechniquesLet’s learn about undersampling and how it helps solve class imbalance5 min read·Oct 7, 2023--1--1
Essam WisaminNerd For TechDiving Deeper to Crack Google Summer of Code (GSoC)An exciting opportunity you should not miss15 min read·Sep 2, 2023--1--1