Description This Specialization from leading researchers at the University of Washington introduces you to the exciting, high-demand field of Machine Learning. Through a series of practical case studies, you will gain applied experience in major areas of Machine Learning including Prediction, Classification, Clustering, and Information Retrieval. You will learn to analyze large and complex datasets,…
Description Good speaking is your most enduring job skill. This four-course specialization will provide you with the instruction, experience, and practice to develop and deliver compelling presentations. Drawing from the established knowledge in communication, rhetoric, linguistics, and argumentation, each course balances proven ideas with lots of speech practice. The courses in this specializations should help…
Description Learn scalable data management, evaluate big data technologies, and design effective visualizations. This Specialization covers intermediate topics in data science. You will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and practical statistical and machine learning concepts. You will also learn to visualize data and communicate results, and…
Description This Specialization is designed to teach you to communicate effectively in English in professional contexts. You will expand your English vocabulary, improve your ability to write and speak in English in both social and professional interactions, and learn terminology and skills that you can apply to business negotiations, telephone conversations, written reports and emails,…
Description This lesson is part of a full course, Business English Networking. Take this lesson to get a short tutorial on the learning objectives covered. To dive deeper into this topic, take the full course. By the end of this lesson, you will be able to: – Introduce yourself by giving your name, job, company,…
Description College can be confusing and intimidating, but U101 can help. If you were just admitted to college and are nervous about what the next step in life might look like, this course is for you. If you are the parent of a newly admitted college student and curious about what college life is like,…
Description This course is an introduction to the basic concepts of programming languages, with a strong emphasis on functional programming. The course uses the languages ML, Racket, and Ruby as vehicles for teaching the concepts, but the real intent is to teach enough about how any language “fits together” to make you more effective programming…
Description This course provides an introduction to basic computational methods for understanding what nervous systems do and for determining how they function. We will explore the computational principles governing various aspects of vision, sensory-motor control, learning, and memory. Specific topics that will be covered include representation of information by spiking neurons, processing of information in…
Description The capstone project will give you opportunities to demonstrate your competence in the learning objectives for this Specialization. For the project, you’ll use formal, written methods and more casual visual and audio methods of communication to demonstrate your ability to use language appropriate for different business contexts. The goal of this course is to…
Description Case Studies: Analyzing Sentiment & Loan Default Prediction In our case study on analyzing sentiment, you will create models that predict a class (positive/negative sentiment) from input features (text of the reviews, user profile information,…). In our second case study for this course, loan default prediction, you will tackle financial data, and predict when…