Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way ...

This is a simple mini-batch gradient descent algorithm written in Rust, designed as a test prototype to optimize a single weight parameter by minimizing a mean ...

We will start from the simple linear regression and gradually finish with Stochastic Gradient Descent. So let's get started. Scikit-learn comes with wide variety of datasets for regression, ...

Can today’s tech-rich, for-the-rich off-roaders tackle the rough stuff any better than the original workhorses?

The chapter defines the math requirements for simple deep learning. The cost function is what truly drives the success of a deep learning, because it determines what the algorithm learns. Gradient ...

Master how mini-batches work, why they’re better than full batch or pure stochastic descent. #MiniBatchGD #SGD #DeepLearning ...

The sexy, twisty psychological thriller A Simple Favor, about Blake Lively's Emily flirting with manipulating Anna Kendrick's Stephanie, was begging for a sequel in 2018. Director Paul Feig ...