Thumbtack changed its search ranking algorithm to use machine learning models. Here, we discuss why we did it and how it changed the developer experience. (more…)

Take the Survey for Machine Learning Operations (MLOps), it includes model deployment & management and data tracking, which helps productionizing ML models. (more…)

Everyone that has an ear in the tech world has heard of machine learning. It’s known as a highly intellectual and mathematical field of study that is only practiced by the most scholarly programmers…

In this blog post we propose a taxonomy of 6 levels of Auto ML, similar to the taxonomy used for self-driving cars. Here are the 6 levels: ●Level 3: Automatic (technical) feature engineering and… (more…)

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…)