Tharanga NandasenaNeural Network 09 —Get to know optimization (intuitions)What do you think a neural network uses to make accurate predictions? It’s the Optimization. So, let’s learn intuitions about optimization.Nov 22, 2023Nov 22, 2023
Tharanga NandasenaNeural Network 08 — RegularizationOverfitting you model? Regularization helps! Learn how regularization helps maintain the accuracy of your model.Nov 15, 2023Nov 15, 2023
Tharanga NandasenaNeural Network 07 — Setting up your Machine Learning ApplicationWelcome to the lesson 07. 😀 In this lesson you will be learning how to set up your machine learning application. If you are interested…Nov 10, 2023Nov 10, 2023
Tharanga NandasenaNeural Network 06 — Deep L-layer Neural NetworkIntuition about deep neural networks.Nov 7, 2023Nov 7, 2023
Tharanga NandasenaNeural Network 05 — Gradient Descent for Neural NetworksWelcome to the lesson 05 😃. If you were following my series of lessons you have learnt many important components your journey towards…Nov 3, 2023Nov 3, 2023
Tharanga NandasenaNeural Network 04 — Activation FunctionsWelcome to my lesson #4. If you were following with me on my previous lessons, you might already have a solid and detailed understanding…Nov 3, 2023Nov 3, 2023
Tharanga NandasenaNeural Network 03 — Neural Network RepresentationIn this lesson I’m trying to explain you about the intuitions behind Neural Network representation and vectorization.Oct 31, 2023Oct 31, 2023
Tharanga NandasenaNeural Network 02 — Logistic Regression is a solid baseIf you do not have a basic knowledge about Linear Algebra, I highly recommend you to follow my first lesson to get the basics right.Oct 30, 2023Oct 30, 2023
