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Our Courses
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
2021 Cancer Prevention Web-Based Activity (CE eligible)
This web-based video course focuses on the importance of prevention and risk reduction in decreasing cancer occurrences. All learners will need to watch the video modules, read associated articles, and achieve a passing …
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Course by
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Self Paced
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English
Portfolio Diversification using Correlation Matrix
By the end of the project, you will be able to apply correlation matrix in portfolio diversification.
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Course by
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Self Paced
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2 hours
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English
Python Programming Fundamentals
This introductory course is designed for beginners and individuals with limited programming experience who want to embark on their software development or data science journey using Python. Throughout the course, learners will gain a solid understanding of algorithmic thinking, Python syntax, code testing, debugging techniques, and modular code development--essential skills for a successful career in software engineering, development, or data science.
By the end of this course, you will learn to:
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Course by
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Self Paced
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24 hours
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English
Machine Learning in the Enterprise - 日本語版
このコースには、ML ワークフローに対する実践的なアプローチが含まれています。ML チームが直面しているいくつかの ML ビジネス要件とユースケースに関するケーススタディの方法を紹介します。ML チームは、データの管理とガバナンスに必要なツールを理解し、Dataflow と Dataprep の概要を提供することから前処理タスクに BigQuery を使用することまで、データの前処理に最適なアプローチを検討する必要があります。
チームには、2 つの具体的なユースケースに対して機械学習モデルを構築するための 3 つのオプションが提示されます。このコースでは、チームが目的を達成するために、AutoML、BigQuery ML、またはカスタム トレーニングを使用する理由を説明します。さらに、カスタム トレーニングについても深く掘り下げます。コード構造のトレーニング、ストレージ、大規模なデータセットの読み込みからトレーニング済みモデルのエクスポートまで、カスタム トレーニングの要件について説明します。
Docker の知識がほとんどなくてもコンテナ イメージを構築できる、カスタム トレーニングの機械学習モデルを構築します。
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Course by
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Self Paced
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English
Cybersecurity Management and Compliance
In this course, you’ll learn about data and record management, Information security, standards and policy formation, and implementation. You’ll also explore cloud adoption frameworks and regulatory compliance frameworks. This course will take you one step closer to the Microsoft Cybersecurity Analyst Professional Certificate, which requires no degree or prior experience.
After completing this course, you'll be able to:
• Explain the principles of cloud security planning
• Identify security requirements for cloud architecture
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Course by
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Self Paced
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20 hours
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English
Classification Trees in Python, From Start To Finish
In this 1-hour long project-based course, you will learn how to build Classification Trees in Python, using a real world dataset that has missing data and categorical data that must be transformed with One-Hot Encoding.
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Course by
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Self Paced
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2 hours
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English
Create a Budget with Google Sheets
By the end of this project, you will be able to build a basic budget using Google Sheets.
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Course by
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Self Paced
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2 hours
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English
Manage Docker Networking
If you use Docker to develop and deploy apps, then learning about Docker's built-in networking capabilities could be valuable to you.
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Course by
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Self Paced
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3 hours
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English
Learn and design an attractive PowerPoint presentation
In this project you will learn step by step how to design a presentation using PowerPoint 365 aimed at business.
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Course by
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Self Paced
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3 hours
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English
Use Process Advisor to Analyze and Automate Manual Process
Imagine working in a car rental company that manually tracks which cars are rented out and which ones are ready for rental.
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Course by
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Self Paced
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2 hours
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English