PinnedKiprono Elijah KoechinTowards Data ScienceHow Does Back-Propagation Work in Neural Networks?Demonstrating how background works in Neural Networks using an example.Jul 8, 20224Jul 8, 20224
PinnedKiprono Elijah KoechinTowards Data ScienceHow Back-Propagation Works — A Python Implementation?Implementing Back-Propagation in PythonAug 9, 20221Aug 9, 20221
PinnedKiprono Elijah KoechinTowards Data ScienceThe Basics of Neural Networks (Neural Network Series) — Part 1Neural NetworksMay 3, 20222May 3, 20222
PinnedKiprono Elijah KoechinTowards Data ScienceCross-Entropy Loss FunctionA loss function used in most classification problems to optimize machine learning model…Oct 2, 202023Oct 2, 202023
PinnedKiprono Elijah KoechinTowards Data ScienceCross Validation in Machine LearningLearn cross-validation process and why bootstrap sample has 63.2% of the original dataJul 6, 2021Jul 6, 2021
Kiprono Elijah KoechinTowards Data ScienceUnderstanding Intersection Over Union for Object Detection (Code)Calculating IoU with Python code.Oct 7, 2023Oct 7, 2023
Kiprono Elijah Koech5 Linux and Mac Commands You Must Know as a Programmer (Part 2)As a programmer, these 5 commands will undoubtedly increase your speed in navigating through your Linux System or Mac. You can also use…Oct 2, 2023Oct 2, 2023
Kiprono Elijah Koech3 Commands that Every Programmer Must KnowThese commands will make you more productive as a developer. You will also look like a pro LoL!Oct 2, 2023Oct 2, 2023
Kiprono Elijah KoechinTowards Data ScienceDerivative of Sigmoid and Cross-Entropy FunctionsA step-by-step differentiation of the Sigmoid activation and cross-entropy loss function.Aug 10, 20221Aug 10, 20221