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Our Courses
Logistic Regression for Classification using Julia
This guided project is about book genre classification using logistic regression in Julia.
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Course by
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Self Paced
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3 hours
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English
Twitter, LinkedIn, and YouTube Marketing
Digital Marketing Institute is the global standard in Digital Marketing Certification. Our mission is to give our students the confidence and knowledge they need to advance in their careers through this specialization.
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Course by
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Self Paced
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12 hours
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English
Create corporate Newsletters with Canva
At the end of this project, you will have all the basic skills to create a professional Newsletter using Canva, an online tool for creating and editing Marketing visuals.
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Course by
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Self Paced
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3 hours
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English
idea 2 IMPACT: An Introduction to Translating Assistive Health Technologies and Other Products
idea 2 IMPACT (i2I) is an online, 6-week course that will guide you step by step through the experience of developing an innovative and entrepreneurial idea in the area of assistive technology (AT). Each week, you will focus on a stage of the translational process as you work in teams to identify a problem, analyze stakeholders, define a solution, describe its benefits, research the competition, articulate differentiators, and create an action plan.
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Course by
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Self Paced
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12 hours
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English
Data Analysis in Python: Using Pandas DataFrames
This Guided Project Data Analysis in Python: Using Pandas DataFrames is for those who are interested in using python for data science in practice.
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Course by
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Self Paced
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2 hours
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English
Information Visualization: Advanced Techniques
This course aims to introduce learners to advanced visualization techniques beyond the basic charts covered in Information Visualization: Fundamentals. These techniques are organized around data types to cover advance methods for: temporal and spatial data, networks and trees and textual data. In this module we also teach learners how to develop innovative techniques in D3.js.
Learning Goals
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Course by
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Self Paced
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16 hours
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English
Oracle Cloud Infrastructure Operations Professional
Welcome to the course Oracle Cloud Infrastructure Operations Professional. This course is intended for DevOps professionals and operations engineers aspiring to take the Oracle Cloud Infrastructure Cloud Operations Associate Certification. The course walks you through some of the day-to-day operational activities that you might find yourself managing in the Oracle Cloud Infrastructure ecosystem.
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Course by
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Self Paced
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17 hours
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English
Attention Mechanism - 한국어
이 과정에서는 신경망이 입력 시퀀스의 특정 부분에 집중할 수 있도록 하는 강력한 기술인 주목 메커니즘을 소개합니다. 주목 메커니즘의 작동 방식과 이 메커니즘을 다양한 머신러닝 작업(기계 번역, 텍스트 요약, 질문 답변 등)의 성능을 개선하는 데 활용하는 방법을 알아봅니다.
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Course by
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Self Paced
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English
Your World and What Shapes It
Thriving organizations strive for equity at all levels. Dynamic global DEI initiatives strengthen connectivity within individual teams and foster cross-cultural collaboration and mutual understanding while encouraging the inclusion of employees from all regions. Broader global relations aside, there also exist country-specific ethnic dynamics that make DEI a critical conversation. Global dynamics present a possible risk (and opportunity) for organizations.
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Course by
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Self Paced
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22 hours
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English
Optimizing Diversity on Teams
By drawing on social science perspectives, this course enables you to learn what diversity is, and how to use it to maximize team performance, innovation and creativity. You also learn how to draw out the collective wisdom of diverse teams, handle conflict and establish common ground rules through real-world cases and peer-to-peer discussions. In addition, you discover how to overcome common biases faced in diverse teams. Systems of power, reward and rhetoric are discussed to help you create prosperous teams where differences flourish.
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Course by
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Self Paced
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12 hours
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English
Scatter Plot for Data Scientists & Big Data Analysts-Visuals
This project gives you easy access to the invaluable learning techniques used by experts for visualization in statistics.
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Course by
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Self Paced
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3 hours
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English
Coding for Designers, Managers, & Entrepreneurs III
Do you want to experience what it is to go from idea to code? If so, this is the place for you! This is the third course in the Coding for Designers, Managers, and Entrepreneurs Specialization. If you’re a hands-on collaborator with developers, this course is specifically designed for you. In this course, we’re going to focus on creating application logic (controllers) with Javascript, including interfaces to external API's and resources you can leverage to do a lot quickly.
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Course by
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Self Paced
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13 hours
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English
Fundamentals of Big Data
Welcome to Fundamentals of Big Data, the fourth course of the Key Technologies of Data Analytics specialization. By enrolling in this course, you are taking the next step in your career in data analytics. This course is the fourth of a series that aims to prepare you for a role working in data analytics. In this course, you will be introduced to many of the core concepts of big data. You will learn about the primary systems used in big data. We’ll go through phases of a common big data life cycle.
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Course by
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Self Paced
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12 hours
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English
Use Canva to Create Desktop and Mobile-friendly Web Pages.
By the end of this project, you will be able to create a ready to publish Desktop friendly and Mobile-friendly webpages with the help of the Canva graphic design tool.
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Course by
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Self Paced
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2 hours
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English
Civic Engagement in American Democracy
So how does the American political system work? Who are some of the key actors? What are key concepts for a student trying to understand what’s going on? How can I as a citizen influence politics?
Civic Engagement in American Democracy takes on these and other key questions. We’re Dr. Nicholas Carnes and Dr. Bruce Jentleson, the principal course instructors. Along with our Duke faculty colleagues who also contributed modules, we’ve designed the course to provide a strong foundational introduction to US politics.
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Course by
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Self Paced
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14 hours
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English
Employee Attrition Prediction Using Machine Learning
In this project-based course, we will build, train and test a machine learning model to predict employee attrition using features such as employee job satisfaction, distance from work, compensation and performance.
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Course by
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Self Paced
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3 hours
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English
Cloud Logging on Kubernetes Engine
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will deploy a sample application to Kubernetes Engine that forwards log events to Cloud Logging.
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Course by
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Self Paced
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1 hour
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English
Quantum Optics 1 : Single Photons
This course gives you access to basic tools and concepts to understand research articles and books on modern quantum optics. You will learn about quantization of light, formalism to describe quantum states of light without any classical analogue, and observables allowing one to demonstrate typical quantum properties of these states. These tools will be applied to the emblematic case of a one-photon wave packet, which behaves both as a particle and a wave. Wave-particle duality is a great quantum mystery in the words of Richard Feynman.
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Course by
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Self Paced
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33 hours
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English
Monetary Policy in the Asia Pacific
Watch the introduction video to the course here: https://youtu.be/U7dQzqtIFVg
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Course by
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Self Paced
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9 hours
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English
Working with Artifact Registry
This is a self-paced lab that takes place in the Google Cloud console. Artifact Registry is a single place to manage container images and language packages and is fully integrated with Google Cloud tooling and runtimes. This makes it simple to integrate it with your CI/CD tooling to set up automated pipelines.
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Course by
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Self Paced
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1 hour
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English
Intermediate Grammar Project
If you have taken the three courses in this specialization, you have learned a lot of grammar in the last few months. This will be a big help to your studies or your career. This capstone project will help you process what you've learned and help you remember it forever. You will create a grammar scrapbook of the difficult or interesting English grammatical structures that you studied in the specialization. You will choose a multi-media tool of your choice, such as video or e-book, to showcase proper use of the grammar.
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Course by
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Self Paced
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25 hours
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English
Introduction to Databases for Back-End Development
Back-end developers write applications that end-users use to interact with databases. Some common tasks that end-users carry out using these applications include storing, searching, extracting and manipulating data.
Therefore, it’s essential that all back-end developers possess strong knowledge and experience with how databases work.
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Course by
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Self Paced
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27 hours
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English
An Introduction to the U.S. Food System: Perspectives from Public Health
A food system encompasses the activities, people and resources involved in getting food from field to plate. Along the way, it intersects with aspects of public health, equity and the environment. In this course, we will provide a brief introduction to the U.S. food system and how food production practices and what we choose to eat impacts the world in which we live. We will discuss some key historical and political factors that have helped shape the current food system and consider alternative approaches from farm to fork.
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Course by
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Self Paced
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24 hours
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English
Information Theory
The lectures of this course are based on the first 11 chapters of Prof. Raymond Yeung’s textbook entitled Information Theory and Network Coding (Springer 2008). This book and its predecessor, A First Course in Information Theory (Kluwer 2002, essentially the first edition of the 2008 book), have been adopted by over 60 universities around the world as either a textbook or reference text.
At the completion of this course, the student should be able to:
1) Demonstrate knowledge and understanding of the fundamentals of information theory.
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Course by
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Self Paced
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33 hours
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English