Syllabus – What you will learn from this course 1.Introduction 2.Linear Regression with One Variable 3.Linear Algebra Review 4.Linear Regression with Multiple Variables 5.Octave/Matlab Tutorial 6.Logistic Regression 7.Regularization 8.Neural Networks: Rep... (more…)

You (and your company) probably don't need machine learning. Most companies just need good data management with good regression modeling.

Our journey of bringing machine learning at scale to predictive flight arrival times in Foresight ETAs. (more…)

Feature store as a new element and AI tool in the machine learning systems for the automotive industry. (more…)

This course is organized around algorithmic issues that arise in machine learning. Modern machine learning systems are often built on top of algorithms that do not have provable guarantees, and it is the subject of debate when and why they work. In this c...