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How Google does Machine Learning
Our Courses
Creating PDFs with Go and Cloud Run
This is a self-paced lab that takes place in the Google Cloud console. Learn how to develop an application to create PDFs on Google Cloud using Serverless technologies and Go.
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Course by
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Self Paced
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1 hour
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English
The Age of Sustainable Development
The Age of Sustainable Development" gives students an understanding of the key challenges and pathways to sustainable development - that is, economic development that is also socially inclusive and environmentally sustainable.
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Course by
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Self Paced
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30 hours
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English
Storytelling With Data
We all love stories, so why don't we use more of them at work? In this project we will help you learn some tools of good storytelling and create one for a freely available data set from KIVA, the microloan organization.
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Course by
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Self Paced
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2 hours
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English
Introduction to Power Semiconductor Switches
This course can also be taken for academic credit as ECEA 5721, part of CU Boulder’s Master of Science in Electrical Engineering. This course is primarily aimed at first year graduate students interested in engineering or science, along with professionals with an interest in power electronics and semiconductor devices . It is the first course in the "Semiconductor Power Device" specialization that focusses on diodes, MOSFETs, IGBT but also covers legacy devices (BJTs, Thyristors and TRIACS) as well as state-of-the-art devices such as silicon carbide (SiC) Schottky diodes and MOSFETs as well
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Course by
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Self Paced
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10 hours
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English
Configuring Networks via gcloud
This is a self-paced lab that takes place in the Google Cloud console. In this lab you use the gcloud command line to create VPC networks, subnets, and VM instances, then test connectivity.
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Course by
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Self Paced
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1 hour
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English
Dialogflow CX: Contextual Intents
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to use some advanced Dialogflow CX features, like how to let a user ask your virtual agent to repeat what it said; let the user ask common questions from your FAQ in the middle of another conversation; ask context-sensitive questions, and add conversational branching and looping based on current values in the session parameters.
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Course by
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Self Paced
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1 hour
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English
Multilevel Modeling
In this course, PhD candidates will get an introduction into the theory of multilevel modelling, focusing on two level multilevel models with a 'continuous' response variable. In addition, participants will learn how to run basic two-level model in R. The objective of this course is to get participants acquainted with multilevel models. These models are often used for the analysis of ‘hierarchical’ data, in which observations are nested within higher level units (e.g. repeated measures nested within individuals, or pupils nested within schools).
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Course by
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Self Paced
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8 hours
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English
Speaking and Presenting: Pitches and Persuasion
The hope good presenters project when pitching their ideas is not naïve hope. They’re not Pollyanna at the podium. Instead, the solutions they offer are supported by research, data, and expertise. This course will teach you how to merge hard facts with an imaginative vision in a way that at once resonates with and inspires your audience.
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Course by
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Self Paced
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10 hours
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English
Data science perspectives on pandemic management
The COVID-19 pandemic is one of the first world-wide scenarios where data made a difference in capturing and analyzing the diffusion and impact of the disease. We offer an introductory course for decision makers, policy makers, public bodies, NGOs, and private organizations about methods, tools, and experiences on the use of data for managing current and future pandemic scenarios. This course describes modern methods for data-driven policy making in the context of pandemics.
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Course by
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Self Paced
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10 hours
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English
Deploy Go Apps on Google Cloud Serverless Platforms
This is a self-paced lab that takes place in the Google Cloud console. Use GO (golang) to deploy an app on App Engine, Cloud Run, and Cloud Functions using Cloud Build
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Course by
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Self Paced
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1 hour
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English
Using Collaborate for Version-Control in Unity 2021
Version-Control is vital in any software-development project.
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Course by
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Self Paced
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2 hours
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English
Use SharePoint & Power Virtual Agent to Create Smart Chatbot
It is a common situation that, in any company, employees want to get general information about a topic they are interested in, for example, how many vacation days they have, when was the company founded, do they work on weekends, are there any dressing rules, who is the CEO and so on.
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Course by
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Self Paced
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3 hours
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English
MySQL Tutorial
Enhance your web development skills by starting with the W3Schools MySQL tutorial. MySQL is a widely-used, open-source relational database management system that is suitable for both small and large applications. The self-paced course includes text-based modules, interactive examples, and exercises to test your understanding as you progress. W3schools is the world's leading web developer learning site, and its tutorials have been used by millions of learners worldwide.
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Course by
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Self Paced
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17 hours
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English
Doing Business in Latin America
Join us in the course Doing Business in Latin America. In this course, you will learn about the characteristics of the biggest multilatinas, how they have built their domestic and international competitive advantage, and you will identify which are the challenges and innovations to achieve the sustainability of their superior economic performance. The course includes videos presenting and explaining the topics, learning and evaluation activities, interviews, reviews, reports, and additional bibliography.
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Course by
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Self Paced
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20 hours
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English
Build a Serverless Web App with Firebase
In this lab you will create a serverless web app with Firebase, which allows users to upload information and make appointments with the fictional Pet Theory clinic.
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Course by
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Self Paced
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1 hour
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English
Master the Bezier Pen Tool in Inkscape
By the end of this project, you'll get comfortable using Inkscape's Bezier curves and straight lines tool, otherwise known as the Bezier pen tool.
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Course by
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Self Paced
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2 hours
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English
Manipulate Coulomb's Law Concepts using Wolfram notebook
The interaction between charged objects is a non-contact force that acts over some distance of separation.
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Course by
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Self Paced
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2 hours
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English
Innovations in Investment Technology: Artificial Intelligence
Explore the evolution of AI investing and online wealth management. Investing and managing your wealth online has never been easier, but how does AI investing work and what are the challenges? On this course, you’ll explore how technology has changed the way we invest money.
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Course by
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Self Paced
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10 hours
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English
How to Analyze Tweet Engagement with Twitter Analytics
Twitter is a dynamic social media platform that prides itself on furthering conversations in real-time. Known as a platform that features short-form text it is intended to be brief, direct, impactful, and a living source of information. Businesses are increasingly taking part in this conversation and are finding new and different ways to further their brand experience on this increasingly popular platform. In this project, learners will learn how to use Twitter Analytics to analyze tweet engagement using Twitter Analytics.
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Course by
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Self Paced
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1 hour
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English
Schizophrenia
The main goal of this class is to gain an introductory exposure to the nature of the psychiatric disorder known as schizophrenia as revealed by the scientific method. We will discuss a broad range of findings from the scientific investigation of biological and psychological factors related to schizophrenia and its treatment.
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Course by
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Self Paced
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6 hours
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English
The Changing Status and Perception of Animals
In this course, we explore how mainstream understandings of animals and human-animal relationships have changed in recent years. Module 1 focuses on the roles of animals in human physical health and psychological well being. Module 2 explores animal selfhood, particularly in light of their inability to use spoken language. Finally, Module 3 examines some of the collective efforts undertaken when the treatment or use of animals comes to be seen as inhumane, immoral, and worthy of ameliorative social action.
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Course by
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Self Paced
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5 hours
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English
Feedback Loops: Team Feedback
Giving and getting individual feedback is one thing. But the dynamics are different when the feedback involves an entire team. Big teams, small teams, remote teams—this course will help you develop effective feedback systems for them all.
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Course by
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Self Paced
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11 hours
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English
MRI Fundamentals
Welcome! In this course learners will develop expertise in basic magnetic resonance imaging (MRI) physics and principles and gain knowledge of many different data acquisition strategies in MRI. In particular, learners will get to know what is magnetic resonance phenomenon, how magnetic resonance signals are generated, how an image can be formulated using MRI, how soft tissue contrast can change with imaging parameters. Also introduced will be MR imaging sequences of spin echo, gradient echo, fast spin echo, echo planar imaging, inversion recovery, etc.
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Course by
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Self Paced
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8 hours
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English
SAS Macro Language
In this course, you learn advanced techniques within the DATA step and procedures to manipulate data. Course Learning Objectives: (3+ per course) “By the end of this course, a learner will be able to…” ● Perform text substitution in SAS code. ● Use macro variables and macro functions. ● Automate and customize the production of SAS code. ● Conditionally or iteratively construct SAS code. ● Write self-modifying, data-driven programs.
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Course by
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Self Paced
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21 hours
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English
Microeconomics Principles
Most people make the incorrect assumption that economics is ONLY the study of money. My primary goal in this course is to shatter this belief. During this course, we will be addressing the above questions as well as many more relating to: -the environment -love and marriage -crime -labor markets -education -politics -sports -business My main goal is to show you the way economists think and how to use this analytical system to answer questions related not only to these and other important human issues but to anything you end up doing with your life after this class.
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Course by
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Self Paced
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27 hours
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English