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Applying Machine Learning to your Data with Google Cloud

Applying Machine Learning to your Data with Google Cloud

In this course, we define what machine learning is and how it can benefit your business. You'll see a few demos of ML in action and learn key ML terms like instances, features, and labels. In the interactive labs, you will practice invoking the pretrained ML APIs available as well as build your own Machine Learning models using just SQL with BigQuery ML.

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  • 7 hours
  • English
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Setting up a Private Kubernetes Cluster

Setting up a Private Kubernetes Cluster

This is a self-paced lab that takes place in the Google Cloud console. Hands-on lab for creating a private cluster in the cloud environment. In a private cluster, nodes do not have public IP addresses, so your workloads run in an environment that is isolated from the Internet. Prerequisites: Experience with Kubernetes Clusters, and CIDR-range IP address.

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  • 2 hours
  • English
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Contemporary Biology

Contemporary Biology

This course is an introduction to biology as it applies to our everyday life. Learners will explore the interplay between science and self through a personalized case study of themselves and their environment. By the end of the course, learners will be able to recognize the interactions among natural phenomena and the implications of the scientific principles behind the physical world and their experiences living in it.

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  • 10 hours
  • English
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Studying at Japanese Universities

Studying at Japanese Universities

Are you interested in studying at Japanese universities? Do you want to learn about Japan’s university application and enrollment processes, as well as the types of programs on offer? This course will help you to both discover great programs offered by different Japanese universities and prepare a study plan through project-based learning. We introduce a number of options to match a variety of goals, from full degree to non-degree programs, programs taught in English, as well as short-term programs in Japan.

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  • 11 hours
  • English
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Create a Simple Desktop App with VB.NET

Create a Simple Desktop App with VB.NET

By the end of this introductory project, you will have used Visual Studio to create a simple desktop application with VB.

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  • 2 hours
  • English
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Energy Harvesting

Energy Harvesting

Joining this course presents opportunity to learn about energy harvesting that refers to a technology that converts the energy discarded in our daily lives into useful electrical energy that we can use. As we all know, most of low-power electronics, such as remote sensors, are driven by batteries. However, even when it comes to long-lasting batteries, they face an issue that is a regular replacement. It can turn out to be costly as there are hundreds of sensors in remote locations.

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  • 10 hours
  • English
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Animals, Self, and Society

Animals, Self, and Society

This course explores how animals and people are situated within the web of structures and connections known as “society.” Module 1 considers some of the key symbolic roles that animals play in society by investigating the practice of “thinking with animals.” We investigate how people construct different meanings of animals and the implications these meanings have for both animals and humans. You will gain first-hand experience of this by analyzing how animals are represented in the media.

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  • 5 hours
  • English
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Deep Learning Methods for Healthcare

Deep Learning Methods for Healthcare

This course covers deep learning (DL) methods, healthcare data and applications using DL methods. The courses include activities such as video lectures, self guided programming labs, homework assignments (both written and programming), and a large project. The first phase of the course will include video lectures on different DL and health applications topics, self-guided labs and multiple homework assignments. In this phase, you will build up your knowledge and experience in developing practical deep learning models on healthcare data.

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  • 22 hours
  • English
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DevOps on AWS: Operate and Monitor

DevOps on AWS: Operate and Monitor

The third and the final course in the DevOps series will teach how to use AWS Services to control the architecture in order to reach a better operational state. Monitoring and Operation are key aspects for both the release pipeline and production environments, because they provide instruments that help discover what's happening, as well as do modifications and enhancements on infrastructure that is currently running. This course teaches how to use Amazon CloudWatch for monitoring, as well as Amazon EventBridge and AWS Config for continuous compliance.

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  • 4 hours
  • English
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Major Engineering Projects: Governance, Risk and Scope

Major Engineering Projects: Governance, Risk and Scope

Gain confidence when dealing with stakeholders of major projects by learning to identify and manage those that are involved in the project planning and delivery. This course will enable you to explore project governance in theory and practice. Through real life examples you’ll understand how the critical challenges of the governance in major projects are resolved. Being able to successfully manage risk and uncertainty in major projects is vital for their delivery. In this course you’ll learn to distinguish between risk and uncertainty and the role of risk register.

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  • 24 hours
  • English
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Data Science in Stratified Healthcare and Precision Medicine

Data Science in Stratified Healthcare and Precision Medicine

An increasing volume of data is becoming available in biomedicine and healthcare, from genomic data, to electronic patient records and data collected by wearable devices. Recent advances in data science are transforming the life sciences, leading to precision medicine and stratified healthcare. In this course, you will learn about some of the different types of data and computational methods involved in stratified healthcare and precision medicine. You will have a hands-on experience of working with such data. And you will learn from leaders in the field about successful case studies.

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  • 17 hours
  • English
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Epidemics

Epidemics

“If history is our guide, we can assume that the battle between the intellect and will of the human species and the extraordinary adaptability of microbes will be never-ending.” (1) Despite all the remarkable technological breakthroughs that we have made over the past few decades, the threat from infectious diseases has significantly accelerated.

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  • 47 hours
  • English
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Create a Picture Puzzle using Java Swing

Create a Picture Puzzle using Java Swing

In this 1-hour long project-based course, you will learn how to create a fully functioning picture puzzle game using Java and Swing toolkit.

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  • 3 hours
  • English
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How to create a high-quality flyer in Adobe Photoshop

How to create a high-quality flyer in Adobe Photoshop

**Enroll in this Guided Project before April 2026, for a free 1-month trial to the Adobe Creative Cloud Suite!** In this project, learners will get a grasp of how to create a high-quality flyer that can be used for digital use or for print use in Adobe Photoshop. They will learn how to choose the correct settings and attain a basic understanding of how to compose the visual elements in a high quality flyer. Finally they will learn how to properly export their high quality flyer.

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  • 3 hours
  • English
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Ingesting Data Into The Cloud

Ingesting Data Into The Cloud

This is a self-paced lab that takes place in the Google Cloud console. In this lab you'll learn how to use a bash script to download selected data from a large public data set that is available on the internet.…

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  • English
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Introduction to Personal Branding

Introduction to Personal Branding

Though the concept of personal branding isn't new, questions remain about how to create one and, more importantly, what it means to maintain and inhabit that brand. Learners will: o Understand both what personal branding means and what it means to inhabit their brand o Establish themselves on at least three social media platforms o Create a mission statement for their personal brand o Build a board of directors for their brand o Become familiar with the basics of digital security and reputation management o Create a system for on-going brand maintenance Join instructor Kimberley R.

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  • 7 hours
  • English
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MLOps Platforms: Amazon SageMaker and Azure ML

MLOps Platforms: Amazon SageMaker and Azure ML

In MLOps (Machine Learning Operations) Platforms: Amazon SageMaker and Azure ML you will learn the necessary skills to build, train, and deploy machine learning solutions in a production environment using two leading cloud platforms: Amazon Web Services (AWS) and Microsoft Azure.

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  • 13 hours
  • English
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Fundamentals of Funding, with Goldman Sachs 10,000 Women

Fundamentals of Funding, with Goldman Sachs 10,000 Women

This free online course is one of 10 courses available in the Goldman Sachs 10,000 Women collection, designed for entrepreneurs ready to take their business to the next level. In this course, you will learn how to finance business opportunities that lead to growth, by exploring different types of funding. You will learn how acquisition financing and funding applications for grants or loans can support and expand your business opportunity. You will evaluate your business’s financial profile and plan actions to improve it.

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  • 3 hours
  • English
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Quantitative Text Analysis and Evaluating Lexical Style in R

Quantitative Text Analysis and Evaluating Lexical Style in R

By the end of this project, you will learn about the concept of lexical style in textual analysis in R.

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  • 3 hours
  • English
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The Psychology of Thrill Seekers

The Psychology of Thrill Seekers

Sensation seeking is a trait we all have and includes the search for complex and new experiences. Thrill Seekers, people with high-sensation seeking personalities, crave exotic and intense experiences even when physical or social risks are involved. This course helps learners examine the remarkable world of the high-sensation seeking personality and explores the lifestyle, psychology, and neuroscience behind thrill seekers.

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  • 16 hours
  • English
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Get Started with HubSpot

Get Started with HubSpot

HubSpot is a system you can use to manage all of your contacts no matter what type of business you are in. You can use the free app to assist you in marketing and sales. The integrations to your email make the program easy to use. You can build your team and follow up on contacts easily. This hands on course will have you all set to go with your contacts right now! By the end of your time in this project you will have a Customer Relations Management system set up with HubSpot. Note: This course works best for learners who are based in the North America region.

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  • 4 hours
  • English
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Primate Conservation

Primate Conservation

We are presently facing a potential extinction crisis for the order Primates (and many other life forms). In this course we will learn about threats to primate conservation globally. We will be using the, “Primates in Peril: The World’s 25 Most Endangered Primates 2018-2020” by Schwitzer et al. (2019) as a basis for the discussion of global primate populations. We will investigate conservation status, threats to conservations, success and failures within protecting our closest evolutionary cousins.

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  • 11 hours
  • English
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Designing Learning Innovation: an introduction

Designing Learning Innovation: an introduction

Where to start to innovate your teaching? But before that, what does it mean to innovate in the classroom?

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  • 16 hours
  • English
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Energy management for real estate. Methods and digital tools

Energy management for real estate. Methods and digital tools

The figure of the Energy Manager (EM), introduced in the United States in the early 1970s, during the first oil crisis, brought to light the need to get more work out of less energy. In Italy, this figure was officially introduced by Law 308/82, but had its first strong impulse thanks to Law 10/91, aimed at implementing the National Energy Plan on the rational use of energy, energy saving and the development of renewable energy sources.

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  • 5 hours
  • English
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Add Web Reviews with Advanced TypeScript

Add Web Reviews with Advanced TypeScript

In this 1.5-hour guided project, you will learn about more advanced types in TypeScript by extending a sample park review website and displaying visitors' star ratings and comments.

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  • 3 hours
  • English
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