Our Courses

Roman Architecture

Roman Architecture

Roman Architecture is a course for people who love to travel and want to discover the power of architecture to shape politics, society, and culture.

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  • 40 hours
  • English
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Penetration Testing, Incident Response and Forensics

Penetration Testing, Incident Response and Forensics

This course gives you the background needed to gain Cybersecurity skills as part of the Cybersecurity Security Analyst Professional Certificate program.
You will learn about the different phases of penetration testing, how to gather data for your penetration test and popular penetration testing tools. Furthermore, you will learn the phases of an incident response, important documentation to collect, and the components of an incident response policy and team. Finally, you will learn key steps in the forensic process and important data to collect.

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  • 15 hours
  • English
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Constitutional Struggles in the Muslim World

Constitutional Struggles in the Muslim World

Learn what motivates the restive Muslim youth from Tunis to Tehran, what political positions Islamists from Mali to Chechnya are fighting for, where the seeming obsession with Islamic law comes from, where the secularists have vanished to, and whether it makes sense to speak of an Islamic state.

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  • 40 hours
  • English
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Writing Professional Email and Memos (Project-Centered Course)

Writing Professional Email and Memos (Project-Centered Course)

Want your workplace writing to make a positive impression? At the end of this course, you will be a more confident writer, able to create higher quality professional documents more quickly.
This course is at the introductory or beginner level and focuses on mastering the basics of email etiquette and communication. While this course will help learners become faster and more efficient writers by virtue of practice with common writing purposes, it does not cover marketing emails or job application materials.

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  • 20 hours
  • English
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Organizational Concepts and Language

Organizational Concepts and Language

In this course, you will learn how to communicate using common organizational language, concepts, and frameworks useful for decision-making and problem-solving. The professional business skills related to business concepts and language gained through this course will help you to succeed working in any organization.

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  • 22 hours
  • English
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Greening the Economy: Sustainable Cities

Greening the Economy: Sustainable Cities

How can we shape our urban development towards sustainable and prosperous futures?

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  • 9 hours
  • English
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Natural Language Processing with Sequence Models

Natural Language Processing with Sequence Models

In Course 3 of the Natural Language Processing Specialization, you will:
a) Train a neural network with GLoVe word embeddings to perform sentiment analysis of tweets,
b) Generate synthetic Shakespeare text using a Gated Recurrent Unit (GRU) language model,
c) Train a recurrent neural network to perform named entity recognition (NER) using LSTMs with linear layers, and
d) Use so-called ‘Siamese’ LSTM models to compare questions in a corpus and identify those that are worded differently but have the same meaning.

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  • 24 hours
  • English
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Positive Psychology

Positive Psychology

This course discusses research findings in the field of positive psychology, conducted by Barbara Fredrickson and her colleagues. It also features practical applications of this science that you can put to use immediately to help you live a full and meaningful life.

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  • 11 hours
  • English
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Device-based Models with TensorFlow Lite

Device-based Models with TensorFlow Lite

Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model.
This second course teaches you how to run your machine learning models in mobile applications. You’ll learn how to prepare models for a lower-powered, battery-operated devices, then execute models on both Android and iOS platforms. Finally, you’ll explore how to deploy on embedded systems using TensorFlow on Raspberry Pi and microcontrollers.

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  • 11 hours
  • English
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Introduction to C# Programming and Unity

Introduction to C# Programming and Unity

This course is all about starting to learn how to develop video games using the C# programming language and the Unity game engine on Windows or Mac. Why use C# and Unity instead of some other language and game engine? Well, C# is a really good language for learning how to program and then programming professionally. Also, the Unity game engine is very popular with indie game developers; Unity games were downloaded 16,000,000,000 times in 2016! Finally, C# is one of the programming languages you can use in the Unity environment.

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  • 19 hours
  • English
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Everyday Excel, Part 3 (Projects)

Everyday Excel, Part 3 (Projects)

"Everyday Excel, Part 3 (Projects)" is a continuation of "Everyday Excel, Parts 1 and 2". It is a capstone, projects-based course in which you will apply what you've learned previously to more complex, somewhat open-ended projects (open-ended with respect to the fact that they can be solved in multiple ways).

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  • 14 hours
  • English
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Herbal Medicine

Herbal Medicine

There is strong demand for alternatives to pharmaceuticals for a variety of common illnesses due to concerns of safety, efficacy, and a desire for more “natural” products. Despite this growing interest, “conventional” healthcare providers may have little to no knowledge about herbal medicines, which is further compounded by the sometimes misleading information in the media and on the internet.

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  • 18 hours
  • English
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Managing Machine Learning Projects with Google Cloud

Managing Machine Learning Projects with Google Cloud

Business professionals in non-technical roles have a unique opportunity to lead or influence machine learning projects. If you have questions about machine learning and want to understand how to use it, without the technical jargon, this course is for you. Learn how to translate business problems into machine learning use cases and vet them for feasibility and impact.

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  • 13 hours
  • English
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AI for Medical Diagnosis

AI for Medical Diagnosis

AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. As an AI practitioner, you have the opportunity to join in this transformation of modern medicine. If you're already familiar with some of the math and coding behind AI algorithms, and are eager to develop your skills further to tackle challenges in the healthcare industry, then this specialization is for you. No prior medical expertise is required!

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  • 20 hours
  • English
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Introduction to Machine Learning

Introduction to Machine Learning

This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) as well as demonstrate how these models can solve complex problems in a variety of industries, from medical diagnostics to image recognition to text prediction. In addition, we have designed practice exercises that will give you hands-on experience implementing these data science models on data sets.

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  • 21 hours
  • English
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Introduction to Portfolio Construction and Analysis with Python

Introduction to Portfolio Construction and Analysis with Python

The practice of investment management has been transformed in recent years by computational methods. This course provides an introduction to the underlying science, with the aim of giving you a thorough understanding of that scientific basis. However, instead of merely explaining the science, we help you build on that foundation in a practical manner, with an emphasis on the hands-on implementation of those ideas in the Python programming language.

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  • 25 hours
  • English
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Satisfaction Guaranteed: Develop Customer Loyalty Online

Satisfaction Guaranteed: Develop Customer Loyalty Online

You made it! Satisfaction Guaranteed: Develop Customer Loyalty Online is the seventh and final course in the Google Digital Marketing & E-commerce Certificate. In this course, you’ll explore strategies for building customer loyalty in e-commerce. You’ll also explore specific tools to develop and maintain client relationships. At the end of the course you’ll work through a scenario that demonstrates your ability to deliver a successful e-commerce strategy. Finally, you’ll wrap up the course by building professional development skills.

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  • 27 hours
  • English
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Using Python to Interact with the Operating System

Using Python to Interact with the Operating System

By the end of this course, you’ll be able to manipulate files and processes on your computer’s operating system. You’ll also have learned about regular expressions -- a very powerful tool for processing text files -- and you’ll get practice using the Linux command line on a virtual machine. And, this might feel like a stretch right now, but you’ll also write a program that processes a bunch of errors in an actual log file and then generates a summary file. That’s a super useful skill for IT Specialists to know.

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  • 26 hours
  • English
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Basic Data Processing and Visualization

Basic Data Processing and Visualization

This is the first course in the four-course specialization Python Data Products for Predictive Analytics, introducing the basics of reading and manipulating datasets in Python. In this course, you will learn what a data product is and go through several Python libraries to perform data retrieval, processing, and visualization.

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  • 11 hours
  • English
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Introduction to Forensic Science

Introduction to Forensic Science

We have all seen forensic scientists in TV shows, but how do they really work? What is the science behind their work?
The course aims to explain the scientific principles and techniques behind the work of forensic scientists and will be illustrated with numerous case studies from Singapore and around the world.
Some questions which we will attempt to address include:
How did forensics come about? What is the role of forensics in police work? Can these methods be used in non-criminal areas?
Blood. What is it? How can traces of blood be found and used in evidence?

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  • 18 hours
  • English
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Preparing for your Professional Cloud Architect Journey

Preparing for your Professional Cloud Architect Journey

This course helps learners create a study plan for the PCA (Professional Cloud Architect) certification exam. Learners explore the breadth and scope of the domains covered in the exam. Learners assess their exam readiness and create their individual study plan.

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  • 5 hours
  • English
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Development of Real-Time Systems

Development of Real-Time Systems

This course is intended for the Master's student and computer engineer who likes practical programming and problem-solving!
After completing this course, you will have the knowledge to plan and set up a real-time system both on paper and in practice.
The course centers around the problem of achieving timing correctness in embedded systems, which means to guarantee that the system reacts within the real-time requirements.
Examples of such systems include airbags, emergency breaks, avionics, and also multi-media systems like video playback and QoS in web servers.

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  • 19 hours
  • English
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Planet Earth...and You!

Planet Earth...and You!

Earthquakes, volcanoes, mountain building, ice ages, landslides, floods, life evolution, plate motions—all of these phenomena have interacted over the vast expanses of deep time to sculpt the dynamic planet that we live on today. Planet Earth presents an overview of several aspects of our home, from a geological perspective. We begin with earthquakes—what they are, what causes them, what effects they have, and what we can do about them.

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  • 42 hours
  • English
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Excel/VBA for Creative Problem Solving, Part 1

Excel/VBA for Creative Problem Solving, Part 1

"Excel/VBA for Creative Problem Solving, Part 1" is aimed at learners who are seeking to augment, expand, optimize, and increase the efficiency of their Excel spreadsheet skills by tapping into the powerful programming, automation, and customization capabilities available with Visual Basic for Applications (VBA).

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  • 20 hours
  • English
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Teach English Now! Second Language Listening, Speaking, and Pronunciation

Teach English Now! Second Language Listening, Speaking, and Pronunciation

In this course, you will be introduced to some of the challenges of teaching and learning listening and speaking, such as paralinguistics, performance variables, reduced and regional forms, and differing types of oral discourse. Don't worry--you'll learn what those mean, too! Then you'll learn how to ease the acquisition of listening and speaking for your students. The course also highlights the powerful opportunity to include pronunciation in listening and speaking classes and offers strategies to incorporate pronunciation activities.

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  • 19 hours
  • English
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