The course will teach you how to develop deep learning models using Pytorch. The course will start with Pytorch's tensors and Automatic differentiation package. Then each section will cover different models starting off with fundamentals such as Linear Regression, and logistic/softmax regression. Followed by Feedforward deep neural networks, the role of different activation … [Read more...] about Deep Neural Networks with PyTorch
Computer Science
Introduction to battery-management systems
This course can also be taken for academic credit as ECEA 5730, part of CU Boulder’s Master of Science in Electrical Engineering degree. This course will provide you with a firm foundation in lithium-ion cell terminology and function and in battery-management-system requirements as needed by the remainder of the specialization. After completing this course, you will be able … [Read more...] about Introduction to battery-management systems
Human-Centered Design: an Introduction
In this course, you will learn how to design technologies that bring people joy, rather than frustration. You'll learn several techniques for rapidly prototyping (such as Wizard of Oz Prototyping) and evaluating multiple interface alternatives -- and why rapid prototyping and comparative evaluation are essential to excellent interaction design. You'll learn how to conduct … [Read more...] about Human-Centered Design: an Introduction
Coding Interview Preparation
The final course in this program will help prepare you for the unique aspects of a coding job interview, with approaches to problem solving, computer science foundations and soft skills needed to land the job. You’ll gain strategic insights and tips for successful interviewing. And, you’ll have the opportunity to openly discuss the emotional components of the interview … [Read more...] about Coding Interview Preparation
Building Web Applications in Django
In this course, you will learn how Django communicates with a database through model objects. You will explore Object-Relational Mapping (ORM) for database access and how Django models implement this pattern. We will review the Object-Oriented (OO) pattern in Python. You will learn basic Structured Query Language (SQL) and database modeling, including one-to-many and … [Read more...] about Building Web Applications in Django
