In Course 4 of the Natural Language Processing Specialization, you will: a) Translate complete English sentences into German using an encoder-decoder attention model, b) Build a Transformer model to summarize text, c) Use T5 and BERT models to perform question-answering, and d) Build a chatbot using a Reformer model. By the end of this Specialization, you will have designed NLP … [Read more...] about Natural Language Processing with Attention Models
Computer Science
Fundamentals of Digital Image and Video Processing
In this class you will learn the basic principles and tools used to process images and videos, and how to apply them in solving practical problems of commercial and scientific interests. Digital images and videos are everywhere these days – in thousands of scientific (e.g., astronomical, bio-medical), consumer, industrial, and artistic applications. Moreover they come in a … [Read more...] about Fundamentals of Digital Image and Video Processing
Principles of UI/UX Design
Learn the fundamentals of User Experience (UX) research and design. Be immersed in the UX process of identifying problems and iterating and testing designs to find appropriate solutions. You’ll learn how to empathize with users through best practice research approaches, and create common UX artifacts such as user personas. Next, you’ll use UX insights to make appropriate … [Read more...] about Principles of UI/UX Design
Introduction to Software Engineering
If you are curious to learn more about the field of software engineering, this course is for you. No prior knowledge or qualification in programming or software development is necessary. Software Engineers are in great demand and now is a great time to learn more about this exciting career path. The field of software engineering is growing at an estimated rate of 22% according … [Read more...] about Introduction to Software Engineering
HTML and CSS in depth
In this course, you’ll use software development tools like HTML to build attractive web pages that work well—and you’ll use structured semantic data to control how websites appear to the end user. You will then dive deeper into CSS by applying increasingly specific styling to various elements. You’ll learn to use Bootstrap’s grid system to create layouts and work with … [Read more...] about HTML and CSS in depth
