1. Intro_to_Algorithms https://classroom.udacity.com/courses/cs215 2. Computability, Complexity & Algorithms https://classroom.udacity.com/courses/ud061 3. Data Structures & Algorithms in Python https://classroom.udacity.com/courses/ud513 4. Introduction to Graduate Algorithms https://classroom....
Reinforcement learning (RL) is an area of machine learning that focuses on how you, or how some thing, might act in an environment in order to maximize some given reward. Reinforcement learning algorithms study the behavior of subjects in such environments and learn to optimize that behavior. ...
Learn about discriminative and generative models and their relation to GANs Learn the intuition and math behind upsampling algorithms and transposed convolutions Understand the intuition and math behind BCE loss and how it's used for GANs Develop a fundamental understanding of the entire GAN train...
Fulfilling your request also requires proprietary algorithms (PageRank, in the case of a Google Search) and credentials (the password to the site's database). Those are things a web site would rather not expose to the browser. This kind of work is calledserver-side(or "back-end")processin...
Designing algorithms: how do you decide what to do in a function body? How do you figure out what functions to write in the first place? Automated testing: doctest and unittest. Analyzing code for speed — details of searching and sorting. ...
to tell, I decided to reanimate some of the inert algorithms found in various archives, doing so by recoding and rebuilding them by hand. Ultimately the book is organized around three such reenactments: weaving the algebraic patterns of Ada K. Dietz from the late 1940s (for section 2); ...
Notice also that we’ve started to describe things a little differently. Instead of thinking of the duck behaviors as a set of behaviors, we’ll start thinking of them as a family of algorithms. Think about it: in the SimUDuck design, the algorithms represent things a duck would do (diffe...
you the reach, data and algorithms needed to target your perfect audience. Now, all you need to do is learn how to find your golden needle in the Facebook haystack. By mastering these audience types and targeting options, you’ll be well on your way to defining your future customer base...
Apps running on Windows can call the HashAlgorithmProvider class to enumerate the hash algorithms that are available and run one of them. The CryptographicHash class represents the hash value. The CryptographicHash.GetValueAndReset method can be used to repeatedly hash different data without having ...
hTAudio segmentation algorithms can be divided into two categories: (a) supervised and (b) unsupervised or semisupervised. Supervised segmentation is based upon a pretrained segment model that is able to classify homogeneous segments. In this section we will show how to achieve segmentation using a...