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Exploratory vs Confirmatory data analysis using Python

Exploratory vs Confirmatory data analysis using Python

This Guided Project, Exploratory and Confirmatory Data Analysis using python, is for those who want to learn about different methods of data analysis. In this 2-hour-long project-based course, you will understand and apply Exploratory Data Analysis, build different Data visualizations, apply different exploration techniques based on the data at hand and define and understand the concept of Confirmatory Data Analysis. This project is unique because you will learn how and where to start your data exploration.

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  • 2 hours
  • English
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The ABC of sustainability

The ABC of sustainability

The sustainability agenda is currently key to companies, governments and citizens. It’s vital for people to have first-hand knowledge of the basic concepts in order to understand all issues related to sustainability as a vector of systemic change in the economy, society, companies and our lives. The course is an introduction to sustainability, regarded as a cross-cutting discipline in our society (in the public and private international spheres) that’s based on the most updated public information on economic, social and environmental issues.

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  • 12 hours
  • English
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Cybersecurity Foundations for Risk Management

Cybersecurity Foundations for Risk Management

In order to manage the cybersecurity function business, you must first understand its language and its environment.

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  • 8 hours
  • English
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Assessment for Data Analysis and Visualization Foundations

Assessment for Data Analysis and Visualization Foundations

This course is the final step in the Data Analysis and Visualization Foundations Specialization. It contains a graded final examination that covers content from three courses: Introduction to Data Analytics, Excel Basics for Data Analysis, and Data Visualization and Dashboards with Excel and Cognos. From the Introduction to Data Analytics course, your understanding will be assessed on topics like the data ecosystem and the fundamentals of data analysis, covering tools for data gathering and data mining.

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  • 1 hour
  • English
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Influencing, Collaboration and Decision Making

Influencing, Collaboration and Decision Making

This course explores strategies for influencing others, collaborating effectively, and making informed decisions. Students will learn how to build credibility, negotiate effectively, and analyze information to make sound judgments and decisions. The course covers techniques to foster a culture of trust and cooperation, resolve conflicts, and make consensus-based decisions. Through interactive exercises and case studies, students will develop their influencing and collaboration skills, enabling them to work effectively with stakeholders at different levels.

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  • 6 hours
  • English
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Design an App with Mockitt

Design an App with Mockitt

What was the app that you used today? Picture it in your mind, and now think about how that app was developed.

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  • 1 hour
  • English
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Introduction to Agent-based Modeling with NetLogo

Introduction to Agent-based Modeling with NetLogo

In this 2-hour long project-based course, you will create an agent-based model (ABM) that simulates the spread of a hypothetical virus through close contact between agents in a virtual world.

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  • 2 hours
  • English
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Foundations of Sports Analytics: Data, Representation, and Models in Sports

Foundations of Sports Analytics: Data, Representation, and Models in Sports

This course provides an introduction to using Python to analyze team performance in sports. Learners will discover a variety of techniques that can be used to represent sports data and how to extract narratives based on these analytical techniques. The main focus of the introduction will be on the use of regression analysis to analyze team and player performance data, using examples drawn from the National Football League (NFL), the National Basketball Association (NBA), the National Hockey League (NHL), the English Premier LEague (EPL, soccer) and the Indian Premier League (IPL, cricket).

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  • 49 hours
  • English
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Getting Started with Neo4J Enterprise on Google Cloud

Getting Started with Neo4J Enterprise on Google Cloud

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will load data from a Google Cloud Storage Bucket to Neo4j then explore the data using the Neo4J browser and Cypher query language

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  • 1 hour
  • English
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Angular tooling: Generating code with schematics

Angular tooling: Generating code with schematics

In this 2-hour project, you'll master Angular Schematics.

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  • 3 hours
  • English
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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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