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Customer Segmentation using K-Means Clustering in R

Customer Segmentation using K-Means Clustering in R

Welcome to this project-based course, Customer Segmentation using K-Means Clustering in R.

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  • 3 hours
  • English
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Build an App in Android Studio using Activities

Build an App in Android Studio using Activities

In this project you will create an Android app that that uses four activities .

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  • 3 hours
  • English
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Stream Processing with Cloud Pub/Sub and Dataflow: Qwik Start

Stream Processing with Cloud Pub/Sub and Dataflow: Qwik Start

This is a self-paced lab that takes place in the Google Cloud console. This quickstart shows you how to use Dataflow to read messages published to a Pub/Sub topic, window (or group) the messages by timestamp, and Write the messages to Cloud Storage.

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  • 1 hour
  • English
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Deep Learning for Real Estate Price Prediction

Deep Learning for Real Estate Price Prediction

In this hands-on guided project, we will predict real estate prices with deep learning.

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  • 2 hours
  • English
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Create Interactive Prototypes with Webpage Linkage in Miro

Create Interactive Prototypes with Webpage Linkage in Miro

By the end of this project, you will be able to apply design principles and customer-centric thinking to create an interactive prototype with webpage linkage with the goal of optimizing user interface design to streamline user acceptance testing.

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  • 2 hours
  • English
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Principles of Sustainable Finance

Principles of Sustainable Finance

Finance is widely seen as an obstacle to a better world. Principles of Sustainable Finance explains how the financial sector can be mobilized to counter this. Using finance as a means to achieve social goals we can divert the planet and its economy from its current path to a world that is sustainable for all.

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  • 17 hours
  • English
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Build a Product Roadmap with Aha!

Build a Product Roadmap with Aha!

In this 2-hour long project-based course, you will learn what makes a good Product Roadmap, how to use Aha! to combine your product artifacts in a well-structured Product Roadmap, and how to customize Aha! to match the processes and requirements in your team.

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  • 2 hours
  • English
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JavaScript Essentials For Beginners

JavaScript Essentials For Beginners

In this 1.5-hour long project-based course, you will learn JavaScript essential functions and you will learn how to make a website interactive by using JavaScript.

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  • 4 hours
  • English
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English for Developing a Business

English for Developing a Business

This course will help you learn English vocabulary related to topics of business leadership and organization. The lessons on business communication and working globally present you with some phrases and skills for interacting in business environments. This is important for your business success in English. We will also talk about important language skills such as small talk, gerunds, word forms, and comparatives. Becoming familiar with these topics and skills in English will help you as you progress on your pathway in business.

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  • 17 hours
  • English
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Implementing Microsoft Azure Backup

Implementing Microsoft Azure Backup

In this one hour long project, you will learn everything you need to know to start working with Azure backup.

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  • 2 hours
  • English
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Intro to Scheduling with When I Work

Intro to Scheduling with When I Work

This course will provide step-by-step guidance on how to create a detailed schedule for a small business.

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  • 2 hours
  • English
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Applying Participatory Approaches in Public Health Settings

Applying Participatory Approaches in Public Health Settings

This course specifically explores approaches and tools and how to apply them in public health settings. Students will learn how to critically analyse the power dynamics present between multidisciplinary stakeholders and appreciate the need for reciprocity between those delivering and those receiving health care; between both those conducting and those participating in research. They will also learn how to select and evaluate different participatory approaches to apply these to public health programmes and/or research.

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  • 26 hours
  • English
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Calculus through Data & Modelling: Integration Applications

Calculus through Data & Modelling: Integration Applications

This course continues your study of calculus by focusing on the applications of integration. The applications in this section have many common features. First, each is an example of a quantity that is computed by evaluating a definite integral. Second, the formula for that application is derived from Riemann sums.

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  • 6 hours
  • English
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Artificial Intelligence: Ethics & Societal Challenges

Artificial Intelligence: Ethics & Societal Challenges

Artificial Intelligence: Ethics & Societal Challenges is a four-week course that explores ethical and societal aspects of the increasing use of artificial intelligent technologies (AI). The aim of the course is to raise awareness of ethical and societal aspects of AI and to stimulate reflection and discussion upon implications of the use of AI in society.

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  • 14 hours
  • English
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Classify Text into Categories with the Natural Language API

Classify Text into Categories with the Natural Language API

This is a self-paced lab that takes place in the Google Cloud console. In this lab you’ll learn how to classify text into categories using the Natural Language API.

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  • 1 hour
  • English
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Theatre and Globalization

Theatre and Globalization

Learn how theatre and globalization have affected each other over the past century, and how to conduct your own research on global theatre histories.

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  • 9 hours
  • English
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Transformer Models and BERT Model - 繁體中文

Transformer Models and BERT Model - 繁體中文

這堂課程將說明變換器架構,以及基於變換器的雙向編碼器表示技術 (BERT) 模型,同時帶您瞭解變換器架構的主要組成 (如自我注意力機制) 和如何用架構建立 BERT 模型。此外,也會介紹 BERT 適用的各種任務,像是文字分類、問題回答和自然語言推論。課程預計約 45 分鐘。

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  • English
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Calculus through Data & Modeling: Precalculus Review

Calculus through Data & Modeling: Precalculus Review

This course is an applications-oriented, investigative approach to the study of the mathematical topics needed for further coursework in single and multivariable calculus. The unifying theme is the study of functions, including polynomial, rational, exponential, logarithmic, and trigonometric functions. An emphasis is placed on using these functions to model and analyze data. Graphing calculators and/or the computer will be used as an integral part of the course.

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  • 8 hours
  • English
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Serverless Data Processing with Dataflow: Foundations

Serverless Data Processing with Dataflow: Foundations

This course is part 1 of a 3-course series on Serverless Data Processing with Dataflow. In this first course, we start with a refresher of what Apache Beam is and its relationship with Dataflow. Next, we talk about the Apache Beam vision and the benefits of the Beam Portability framework. The Beam Portability framework achieves the vision that a developer can use their favorite programming language with their preferred execution backend.

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  • 3 hours
  • English
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Python Tutorial

Python Tutorial

Start learning Python with the w3schools course and lay the foundations of your Programming skills. Python is a popular object oriented programming language. This is a structured and interactive version of the w3school…

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  • 37 hours
  • English
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The Emergence of the Modern Middle East - Part I

The Emergence of the Modern Middle East - Part I

This course will review the emergence of the modern Middle East from the fall of the Ottoman Empire, at the end of the First World War to the present. We will discuss the Ottoman legacy in the region and the Western imperial impact on the creation of the Arab state system. The course will review the rise and retreat of Arab nationalism, the problems of internal cohesion of the Arab states, issues of religion and state, and the evolution of Islamist politics.

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  • 7 hours
  • English
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Topics in Applied Econometrics

Topics in Applied Econometrics

In this course, you will discover models and approaches that are designed to deal with challenges raised by the empirical econometric modelling and particular types of data. You will:
– Explore the motivations of each approach by means of graphs, preliminary statistics and presentation of economic theories
– Discuss the problem of identification of the parameters, and how to address this problem by modelling simultaneous equations and causality in economics.

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  • 28 hours
  • English
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Linux Basics: The Command Line Interface - 6

Linux Basics: The Command Line Interface - 6

This course will introduce you to Linux, a powerful operating system used by most professional developers!
Why add Linux to your C programming skills? Most people use Linux without knowing it! Whether you use a smartphone, search the web, or use an ATM, each time Linux is involved somewhere in the background. It is the most used operating system for embedded devices and high-performance servers. It is also the most common operating system used by developers to create software applications.

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  • 8 hours
  • English
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Working with Objects in C++

Working with Objects in C++

This course is the fourth of five courses aiming to help you to become confident working in the object-oriented paradigm in the C++ language.
This specialisation is for individuals who want to learn about objected oriented programming. It's an all-in-one package that will take you from the very fundamentals of C++, all the way to building a crypto-currency exchange platform.

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  • 12 hours
  • English
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Google Sheets - Advanced Topics

Google Sheets - Advanced Topics

This course builds on some of the concepts covered in the earlier Google Sheets course.
In this course, you will learn how to apply and customize themes In Google Sheets, and explore conditional formatting options.
You will learn about some of Google Sheets’ advanced formulas and functions. You will explore how to create formulas using functions, and you will also learn how to reference and validate your data in a Google Sheet.

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  • 3 hours
  • English
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