Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
Our Courses
Big Data Analysis to a Slide Presentation
This is a self-paced lab that takes place in the Google Cloud console.
This lab leverages two Google developer platforms: G Suite and Google Cloud Platform (GCP). It uses GCP's BigQuery API, Sheets, and Slides to collect, analyze and present data.
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Course by
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Self Paced
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1 hour
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English
Introduction to Image Generation - 日本語版
このコースでは拡散モデルについて説明します。拡散モデルは ML モデル ファミリーの一つで、最近、画像生成分野での有望性が示されました。拡散モデルは物理学、特に熱力学からインスピレーションを得ています。ここ数年、拡散モデルは研究と産業界の両方で広まりました。拡散モデルは、Google Cloud の最先端の画像生成モデルやツールの多くを支える技術です。このコースでは、拡散モデルの背景にある理論と、モデルを Vertex AI でトレーニングしてデプロイする方法について説明します。
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Course by
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Self Paced
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English
Build your business brand using Canva
In this guided project we will learn about how you can define your business brand and how you can use the Canva platform to do so.
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Course by
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Self Paced
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4 hours
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English
Leveraging Amazon S3 as Google Cloud CDN Origin
This is a self-paced lab that takes place in the Google Cloud console.
In this lab, you set up an Amazon Simple Storage Service (S3) as an origin for Cloud CDN
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Course by
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Self Paced
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1 hour
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English
Cybersecurity Capstone Project
This course presents an intensive experience during which students build a software system they intend to be secure, and then attempt to show that other students' projects are insecure, by finding flaws in them.
A Note on Capstone Frequency:
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Course by
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Self Paced
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4 hours
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English
Database Clients
Explore how to write database driven applications in Python by creating various types of clients that connect to MySQL databases using Python code and Python-related MySQL features and tools.
By the end of this course, you’ll be able to:
- Utilize Python code to create, populate and manipulate MySQL databases and tables
- Access advanced functionality in MySQL using custom built Python clients
- Develop working familiarity with advanced topics in MySQL
- Apply the principles of advanced MySQL topics to problem solving using Python
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Course by
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Self Paced
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40 hours
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English
Interpersonal Communication for Engineering Leaders
This course covers communication skills that engineering leaders use every day to motivate, inspire, and support the people in their organizations.
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Course by
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Self Paced
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22 hours
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English
Build a Twitter Clone Front-End with ReactJS
In this 1-hour 20-minutes long project-based course, you will learn how to create a fully functioning Front-End for a Twitter clone with ReactJS.
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Course by
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Self Paced
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3 hours
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English
Create a High-Fidelity Prototype with Figma
In this 1 hour guided project, you will first learn the fundamental principles of high-fidelity prototyping.
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Course by
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Self Paced
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4 hours
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English
Perform exploratory data analysis on retail data with Python
In this project, you'll serve as a data analyst at an online retail company helping interpret real-world data to help make key business decisions.
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Course by
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Self Paced
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3 hours
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English
Using SAS Viya REST APIs with Python and R
SAS Viya is an in-memory distributed environment used to analyze big data quickly and efficiently. In this course, you’ll learn how to use the SAS Viya APIs to take control of SAS Cloud Analytic Services from a Jupyter Notebook using R or Python. You’ll learn to upload data into the cloud, analyze data, and create predictive models with SAS Viya using familiar open source functionality via the SWAT package -- the SAS Scripting Wrapper for Analytics Transfer. You’ll learn how to create both machine learning and deep learning models to tackle a variety of data sets and complex problems.
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Course by
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Self Paced
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18 hours
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English
Hands-On Labs in Google Cloud for Networking Engineers
This course consists of a series of labs, designed to provide the learner hands-on experience performing a variety of tasks pertaining to setup and maintenance of their Google VPC networks.
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Course by
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Self Paced
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6 hours
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English
Build a Web App using React and Redux
By the end of this project, you will Build a Web App using React and Redux.
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Course by
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Self Paced
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3 hours
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English
Developing Back-End Apps with Node.js and Express
In a recent Stack Overflow survey, Node.js was used by about 50% of the developers who answered the survey, making it the most used server-side technology. Express ranked as the fourth most popular web technology overall, making it the most popular server-side web framework.
In this course, you will focus on Node.js and Express. Specifically, you will
- develop applications using asynchronous callbacks and promises
- create REST APIs and perform CRUD operations
- implement authentication and session management
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Course by
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Self Paced
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13 hours
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English
Introduction to Unit Testing in Jest - The Fundamentals
In this 1-hour long project-based course on Introduction to Unit testing In Jest, we will get to explore the anatomy of a Jest unit test, and begin writing code and subsequently, the tests for that code using the Jest framework.
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Course by
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Self Paced
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3 hours
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English
Program Stakeholders Management in ClickUp
By the end of this guided project, you will be fluent in creating Program stakeholders Management artefacts for the Planning Phase for diverse programs.
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Course by
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Self Paced
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3 hours
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English
Nanotechnology and Nanosensors, Part 2
Learn about novel sensing tools that make use of nanotechnology to screen, detect and monitor various events in personal or professional life. Together, we will lay the groundwork for infinite innovative applications, starting from diagnosis and treatments of diseases, continuing with quality control of goods and environmental aspects, and ending with monitoring security issues.
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Course by
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Self Paced
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17 hours
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English
Build a Guessing Game Application using C++
In this project you will create a guessing game application that pits the computer against the user.
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Course by
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Self Paced
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3 hours
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English
Introduction to Computer Programming
This MOOC provides you with the foundational skill set required to write computer programs. If you are interested in learning how to write interactive, graphical programs from an introductory level in a real programming language, this is the course for you. You will begin by learning the basics of editing and running programs. Then you will learn how to create 2D graphics using shapes and coordinates. Finally, you will learn how to create interactive graphics that you can control with the mouse.
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Course by
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Self Paced
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21 hours
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English
Energy Justice: Fostering More Equitable Energy Futures
Are you motivated by the idea that social justice can be served by the energy transition, but are not sure how to make this happen?
Do you want to grow your ability to recognize - and do something about - injustice in the energy space?
Are you a sustainability or environmental professional eager to help design just energy systems?
Do you wonder how to help advance equity in your community’s energy decisions?
This course is for you!
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Course by
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Self Paced
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17 hours
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English
Cloud Scheduler: Qwik Start
This is a self-paced lab that takes place in the Google Cloud console.
In this lab you'll create a recurring Cloud Scheduler job that specifies a Pub/Sub topic as the job target.
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Course by
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Self Paced
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1 hour
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English
Using Prometheus for Monitoring on Google Cloud: Qwik Start
This is a self-paced lab that takes place in the Google Cloud console.
In this lab, you'll set up a Google Kubernetes Engine cluster, then deploy the Managed Service for Prometheus to ingest metrics from a simple application.
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Course by
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Self Paced
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1 hour
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English
Designing Hardware for Raspberry Pi Projects
This is course 4 of this specialization (although it can be taken out of order) and focuses on applying experience and knowledge gained in the first three courses to build physical electronics hardware. Specifically, this course focuses on four areas: circuit simulation, schematic entry, PCB layout, and 3D CAD modeling. There are many excellent commercial applications available in these areas, however to give everyone access we'll be using all free and open-source software.
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Course by
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Self Paced
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10 hours
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English
Machine Learning Algorithms: Supervised Learning Tip to Tail
This course takes you from understanding the fundamentals of a machine learning project. Learners will understand and implement supervised learning techniques on real case studies to analyze business case scenarios where decision trees, k-nearest neighbours and support vector machines are optimally used. Learners will also gain skills to contrast the practical consequences of different data preparation steps and describe common production issues in applied ML.
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Course by
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Self Paced
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9 hours
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English
Introduction to UX Design MasterTrack Certificate Program
User experience is a highly in-demand field which requires a holistic understanding of the design process. This course is a "sample" of the UX Design MasterTrack certificate program. You will have the opportunities to explore core topics in UX including Ethics and Research, User Research, User Testing, and Visual Literacy as four modules.
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Course by
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Self Paced
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5 hours
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English