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How Google does Machine Learning
Our Courses
Cloud Profiler: Qwik Start
This is a self-paced lab that takes place in the Google Cloud console. In this lab you'll learn how to use Cloud Profiler on GCP by downloading a sample Go program then exploring the captured data in the Profiler console…
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Self Paced
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English
Create and Format a Basic Document with LibreOffice Writer
In this project, you will create a new document from scratch using the basic features and functionality of the Office Libre Writer application.
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Course by
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Self Paced
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3 hours
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English
Getting started with Flutter Development
This is a self-paced lab that takes place in the Google Cloud console.
Build and edit a Hello World Flutter application using a Code Server development enviornment.
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Self Paced
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1 hour
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English
Generating New Recipes using GPT-2
In this 2 hour long project, you will learn how to preprocess a text dataset comprising recipes, and split it into a training and validation set.
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Self Paced
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2 hours
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English
Secure Networked System with Firewall and IDS
In this MOOC, we will focus on learning how network systems are secured using firewalls and IDS. This will include understanding the basic components of network security, constructing a dual-firewall DMZ, and defining security policies to implement and enforce these rules. Building upon these lessons we will go in-depth on the popular Linux firewall. Finally we will learn about Network IDS and Host IDS, including a deep dive into Snort.
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Self Paced
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9 hours
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English
Faster Together, Enhancing the Recruitment of Marginalized Communities in Clinical Trials
This course aims to teach people how to enhance the recruitment of racial and ethnic minorities in clinical trials. Key topics include the importance of diversity in clinical trials, barriers and facilitators to participation in clinical research, community engagement, effective communication, educating about clinical trials, provider outreach, effective prescreening and enrollment, person-centered consent, and retention. Anyone with the potential to recruit can benefit from this course, whether working in a clinical setting or in the community.
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Course by
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Self Paced
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9 hours
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English
Career Support Community and Resources
As you’ve explored a role as a Career Coach or Navigator in the preceding courses in this program, you’ve gained skills and knowledge about the profession and how to help clients find fulfilling jobs that allow them to earn a good living.
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Self Paced
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16 hours
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English
Program Management: Stakeholders Identification in ClickUp
By the end of this guided project, you will be fluent in creating Program stakeholder artefacts for the Identification/Planning Phase for diverse programs.
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Self Paced
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3 hours
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English
Build a Node Server backend with Express
By the end of this project, you will Build a Node Server backend with Express that will fetch data from a MongoDB database.
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Course by
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Self Paced
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2 hours
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English
Circular Economy - Sustainable Materials Management
This course looks at where important materials in products we use every day come from and how these materials can be used more efficiently, longer, and in closed loops. This is the aim of the Circular Economy, but it doesn’t happen on its own. It is the result of choices and strategies by suppliers, designers, businesses, policymakers and all of us as consumers.
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Course by
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Self Paced
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19 hours
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English
Running a Node.js Container on Google Kubernetes Engine
This is a self-paced lab that takes place in the Google Cloud console. Containers are becoming a popular way to run and scale applications across multiple cloud providers or on both cloud and on premise hardware. This lab provides a quick introduction to running a website on Google Container Engine using Docker.
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Course by
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Self Paced
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1 hour
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English
Nursing Informatics Training and Education
In this fourth of our five courses, I will go deeper into the training and education leadership skills that are helpful for nursing informatics leaders. I will also guide you through the process of preparing a course document or syllabus for the nursing informatics specialty both in academic settings and in practice or industry.
Following are the course objectives:
1. Describe relevant nursing informatics course development in clinical and academic settings to understand similarities and differences in informatics teaching and education across settings.
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Course by
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Self Paced
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21 hours
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English
System Validation: Automata and behavioural equivalences
Have you ever experienced software systems failing? Websites crash, calendar not synchronising, or even a power blackout. Of course you have! But did you know that many of these errors are the result of communication errors either within a system or between systems? Depending on the system, the impact of software failures can be huge, even resulting in massive economic damage or loss of lives. Software, and in particular the communication between software-intensive systems, is very complex and very difficult to get right.
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Course by
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Self Paced
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4 hours
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English
Introduction to Linear Algebra and Python
This course is the first of a series that is designed for beginners who want to learn how to apply basic data science concepts to real-world problems. You might be a student who is considering pursuing a career in data science and wanting to learn more, or you might be a business professional who wants to apply some data science principles to your work. Or, you might simply be a curious, lifelong learner intrigued by the powerful tools that data science and math provides. Regardless of your motivation, we’ll provide you with the support and information you need to get started.
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Self Paced
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12 hours
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English
Privacy & Standardisation Capstone
Embark on the concluding course in our Privacy & Standardisation specialisation with this comprehensive capstone. Building on your existing expertise from previous courses—including Standardisation & Technology, Privacy in the Western World, Privacy in the USA, and Privacy in Europe—this capstone aims to deepen your understanding of contemporary privacy challenges.
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Course by
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Self Paced
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24 hours
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English
ETL and Data Pipelines with Shell, Airflow and Kafka
Delve into the two different approaches to converting raw data into analytics-ready data. One approach is the Extract, Transform, Load (ETL) process. The other contrasting approach is the Extract, Load, and Transform (ELT) process. ETL processes apply to data warehouses and data marts. ELT processes apply to data lakes, where the data is transformed on demand by the requesting/calling application.
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Course by
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Self Paced
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17 hours
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English
Firebase Web
This is a self-paced lab that takes place in the Google Cloud console. In this lab you’ll learn how to use the Firebase platform to easily create Web applications and implement and deploy a chat client.…
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Course by
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Self Paced
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English
Community Awareness Course: Sexuality and Disability
This community awareness course from the University of Minnesota Program on Human Sexuality will provide you with a solid introduction to human sexuality for those living with disabilities. Often there are assumptions that the disabled or differently abled people are not sexual, do not have sexual needs, or cannot be involved sexually. In this professionally produced one-hour course, you'll learn about the basics of disabilities and human sexuality.
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Course by
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Self Paced
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1 hour
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English
Build a Guessing Game Application using Java
In this project you will create a guessing game application that pits the computer against the user.
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Self Paced
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3 hours
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English
Retrieve Data using Single-Table SQL Queries
In this course you'll learn how to effectively retrieve data from a relational database table using the SQL language.
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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 Promotional Video using Canva
In this 1-hour long project-based course, you will learn how to create a script and then create a Promotional Video around it and make the video appealing using video backgrounds, images and animations.
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Course by
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Self Paced
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3 hours
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English
Use Bash Scripting on Linux to Execute Common commands
By the end of this project, you will use a bash script to execute commands and observe their output on a Linux system.
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Course by
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Self Paced
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3 hours
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English
Geodesign: Change Your World
Ignite your career with Geodesign! The magnitude of challenges before us exceeds the reach of conventional approaches to planning and design. The pandemic has spawned urgent needs for new design approaches and solutions. Also at the doorstep is climate change: altering community design approaches; addressing infrastructure types and locations; as well as the need to protect carbon-sequestering environs. Geodesign provides a revolutionary way forward.
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Course by
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Self Paced
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11 hours
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English
Introduction to Indoor Air Quality
Course Overview: https://youtu.be/LLVb4FOn4uU
This course provides a basic knowledge of an emerging area – Indoor Air Quality (IAQ) in buildings. Learners will realize the importance of maintaining proper IAQ.
Characteristics associated with indoor air contaminants (IAC) are demonstrated, such as
•\tParticulate matters (PM2.5, PM10)
•\tRadon
•\tVolatile organic compounds (VOCs)
•\tAsbestos
•\tBio-aerosols, and more
Safe exposure levels, resulting health effects, measurement techniques, mitigate and control measures of these IAC are discussed.
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Course by
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Self Paced
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12 hours
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English
NIST CSF
This course will help you to build a basic understanding of NIST cybersecurity fundamentals. You will learn about the RMF process and managing risk by identifying, assessing and responding to risk. Additionally, you will learn how to use the framework to assess an organization's cybersecurity risk and the steps to implement or improve a cybersecurity program. The Cybersecurity Framework skill path introduces the framework for improving infrastructure cybersecurity.
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Course by
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Self Paced
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4 hours
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English