Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

Every year, it seems, there is a new hot trend in data science. One of the hottest predictive analytics algorithms this year is gradient-bo…

With the growing importance of machine learning in almost every sector, professionals need a deeper understanding and practical approach to…

Many data science specialists are looking to pivot toward focusing on machine learning. This course covers the essentials of machine learni…

Software developers know that efficient underlying architecture is essential to the technologies we use every day. Knowledge of data struct…

If you're working towards an understanding of machine learning, it's important to know how to work with decision trees. In this course, exp…

Algorithms are the universal building blocks of programming. They power the software you use every day, whether it's a spreadsheet, a socia…

Algorithms are the universal building blocks of programming. They power the software you use every day, whether it's a spreadsheet, a socia…

Enhance your programming skill set by learning about some of the most commonly-used data structures and algorithms. In this course, instruc…

This course is an introduction to artificial intelligence, focusing on problems of perception, machine learning, and reasoning under uncert…

Course Description Course Overview: Introduction to fundamental techniques for designing and analyzing algorithms, including asymptotic ana…