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How Google does Machine Learning
Our Courses
Energy: The Enterprise
This course provides a broad view of the evolving nature of energy and the influence of cost, availability, sustainability, technical advancements, lifestyle, and concern over the environment. Learners get a peek into our energy history, recent technical and societal advancements in clean energy, and some of the more important adjustments we have seen and will continue to see.
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Course by
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Self Paced
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17 hours
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English
Challenges of Agribusiness Management
The goal of this course is to understand the challenges and opportunities of agribusiness nowadays. From farms to retailers, from input providers to traders, all the diverse players of this value chain interact a complex business environment in which nature, policy, technology and management strategies have to be considered to overcome future challenges and seize upcoming opportunities. To understand such complexity we will take Italy as a large, open-air lab in which all major phenomena and business dynamics influencing agribusiness worldwide coexist and clearly show their effects.
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Course by
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Self Paced
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5 hours
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English
MOS Transistors
PLEASE NOTE: This version of the course has been formed from an earlier version, which was actively run by the instructor and his teaching assistants. Some of what is mentioned in the video lectures and the accompanying material regarding logistics, book availability and method of grading may no longer be relevant to the present version. Neither the instructor nor the original teaching assistants are running this version of the course. There will be no certificate offered for this course. Learn how MOS transistors work, and how to model them.
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Course by
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Self Paced
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19 hours
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English
Building a Team in Microsoft Teams
Remote communication can be a difficult thing to manage.
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Course by
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Self Paced
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1 hour
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English
BigLake: Qwik Start
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to implement BigLake tables.
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Course by
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Self Paced
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1 hour
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English
Neural Networks and Random Forests
In this course, we will build on our knowledge of basic models and explore advanced AI techniques. We’ll start with a deep dive into neural networks, building our knowledge from the ground up by examining the structure and properties. Then we’ll code some simple neural network models and learn to avoid overfitting, regularization, and other hyper-parameter tricks. After a project predicting likelihood of heart disease given health characteristics, we’ll move to random forests. We’ll describe the differences between the two techniques and explore their differing origins in detail.
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Course by
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Self Paced
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10 hours
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English
ESG-focused Financial Products
As ESG investing continues to evolve, so do the funding mechanisms many companies, organizations, and governments use to finance their stated goals. Indeed, ESG-focused financial products, or ‘green assets’, have been growing in volume – as well as by type.
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Course by
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Self Paced
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22 hours
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English
Visualizing and Collaborating with Popplet
By the end of this project, you will be able to use Popplet as a teaching and learning tool with your students. Popplet allows users to create colourful graphic organizers complete with videos, hyperlinks, and more. Graphic organizers allow teachers to communicate information in a clear and organized manner, whether teaching online or in person. For students, graphic organizers are an essential step when planning writing and project ideas, presenting new information, and much more.
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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 User Experience (UX) Map in Miro
By the end of this project, you will be able to build a user experience map to visualize the entire end-to-end user experience that the average user goes through to accomplish a goal so that your organization can gain a baseline understanding of experience before taking a product or service live.
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Course by
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Self Paced
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3 hours
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English
Deep Learning with PyTorch : Object Localization
Object Localization is the task of locating an instance of a particular object category in an image, typically by specifying a tightly cropped bounding box centered on the instance. In this 2-hour project-based course, you will be able to understand the Object Localization Dataset and you will write a custom dataset class for Image-bounding box dataset. Additionally, you will apply augmentation for localization task to augment images as well as its effect on bounding box. For localization task augmentation you will use albumentation library. We will plot the (image-bounding box) pair.
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Course by
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Self Paced
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2 hours
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English
Building Interactive User Interfaces Using React Library
A frontend application is expected to have an attractive, responsive UI and a seamless UX with swift navigable views. Single Page Applications (SPAs) fulfill these expectations as they are lighter and efficient. React, a popular JavaScript library is used for developing complex user interfaces for single page applications (SPAs). Facebook, Instagram, Netflix, Airbnb etc., are some of the famous websites that use React. In this course, you will learn to construct an SPA by developing reusable and testable React Class components.
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Course by
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Self Paced
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19 hours
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English
The Worldview of Thomas Berry: The Flourishing of the Earth Community
Thomas Berry (1914-2009) was a historian of world religions and an early voice awakening moral sensibilities to the environmental crisis. He is known for articulating a “new story” of the universe that explores the implications of the evolutionary sciences and cultural traditions for creating a flourishing future. This course investigates Berry’s life and thought in relation to the Journey of the Universe project. It draws on his books, articles, and recorded lectures to examine such ideas as: the New Story, the Great Work, and the emerging Ecozoic era.
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Course by
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Self Paced
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25 hours
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English
Splunk Search Expert 103
In this course, you will learn how to calculate co-occurrence between fields and analyze data from multiple datasets, increase your knowledge of searching and learn how to work with multivalue data. In addition, you will learn tips and tricks to improve search performance using accelerations.
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Course by
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Self Paced
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5 hours
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English
Deep Learning Inference with Azure ML Studio
In this project-based course, you will use the Multiclass Neural Network module in Azure Machine Learning Studio to train a neural network to recognize handwritten digits.
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Course by
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Self Paced
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1 hour
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English
RStudio for Six Sigma - Basic Descriptive Statistics
Welcome to RStudio for Six Sigma - Basic Description Statistics. This is a project-based course which should take approximately 2 hours to finish. Before diving into the project, please take a look at the course objectives and structure. By the end of this project, you will learn to perform Basic Descriptive Analysis (Six Sigma) tasks hands-on using RStudio. Both R language and RStudio tools are Open Source and can be used for most Six Sigma analysis tasks without needing commercial software.
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Course by
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Self Paced
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2 hours
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English
Cloud Spanner: Qwik Start
This is a self-paced lab that takes place in the Google Cloud console. This lab shows how to perform basic operations in Cloud Spanner using the Google Cloud Platform Console. Watch the short video Get a Highly Consistent, Scalable Database Service with Cloud Spanner.
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Course by
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Self Paced
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1 hour
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English
Studying Cities: Social Science Methods for Urban Research
Welcome! Are you looking to learn more about how to conduct scientific research, specifically in an urban or local context? Then you have found the right course: Studying Cities: Social Science Methods for Urban Research by the Institute for Housing and Urban Development Studies (IHS), Erasmus University Rotterdam.
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Course by
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Self Paced
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7 hours
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English
Overview of JUnit Testing
This course is a basic introduction to JUnit, covering the essential techniques for testing java code.
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Course by
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Self Paced
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9 hours
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English
Finance for Everyone Capstone Project
Each course in F4E offers key insights and knowledge you will be able to apply in real-life situations. You’ll test drive those insights through activities and assessments that will influence your key money Decisions, your participation in financial Markets, your experience in preserving or creating Value, and in managing Debt. These activities are designed to immerse you in financial thinking by giving you a safe environment for buying and selling and for making, creating, simulating, writing, and teaching.
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Course by
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Self Paced
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9 hours
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English
Deploy a Hugo Website with Cloud Build and Firebase Pipeline
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to deploy a static Hugo based website using Cloud Build and Firebase.
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Course by
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Self Paced
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1 hour
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English
JavaScript Decision Programming with Nested If
In this intermediate-level project you will examine the need to make complex decisions in programming that require Nested If statements.
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Course by
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Self Paced
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2 hours
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English
Inheritance and Data Structures in Java
This course provides a comprehensive look at Java inheritance, including access modifiers and overriding methods. Students are introduced to abstract classes, and will learn how to read and write to files, use regular expressions for parsing text, and how to leverage complex data structures like collections and maps. Additionally, this course offers strategies for catching errors and debugging code, including an overview of Eclipse’s debugging tool.
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Course by
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Self Paced
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21 hours
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English
High-Impact Business Writing
Effective writing is a powerful tool in the business environment. Learn how to articulate your thoughts in a clear and concise manner that will allow your ideas to be better understood by your readers. Improve your business writing skill by learning to select and use appropriate formats for your audience, use the correct medium and adjust your writing style accordingly, as well as identify your objective and communicate it clearly.
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Course by
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Self Paced
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7 hours
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English
Strategy and Sustainability
Business and environmental sustainability are not natural bedfellows. Business is about making money. Sustainability is about protecting the planet. Business is measured in months and quarters. Sustainability often requires significant short term costs to secure a sometimes uncertain long-term benefit. To some activists, all executives are exploitative, selfish one percenters. To some executives, all activists are irresponsible, unyielding extremists.
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Course by
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Self Paced
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16 hours
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English
Introduction to Microsoft Office
By the end of this project you will have a beginning understanding of Microsoft Outlook. You will know how to recognize the layout of Microsoft Outlook, how to create, reply, forward, and place attachments on emails. You will learn how to set up a filing system to organize and file your emails for easy access. Finally you will learn to set up your calendar and create meetings and invite others to those meetings.
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Course by
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Self Paced
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1 hour
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English