Deep-ML 15: Linear Regression Using Gradient Descent скачать в хорошем качестве

Deep-ML 15: Linear Regression Using Gradient Descent

In these videos, I walk you through solving machine-learning coding problems, which are commonly asked in job interviews and exams. These tutorials will show you exactly how to solve them and give you the intuition to deepen your understanding of machine learning and be able to solve many more problems in the future in your studies, interviews, and machine learning career. In this video, we will look at the deep-ml.com problem 15: Linear Regression Using Gradient Descent, which is a foundational problem in machine learning. This is another way to solve the problem, which much better mimics the real optimization processes that are used to train neural networks and large language models. 00:00 Intro 01:06 Read Problem 03:30 Solution Outline 04:10 Solution Derivation 08:12 Full Solution 09:57 Main Takeaways