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How Google does Machine Learning
Our Courses
Create a Process Map using a Canva Template
In this 1-hour long project-based course, you will learn how to create a free Canva account, use Canva templates in your process map design, and download your completed design for later use. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
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Course by
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Self Paced
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2 hours
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English
Clean and analyze social media usage data with Python
In this project, you'll serve as a data analyst at a marketing firm specializing in social media brand promotion.
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Course by
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Self Paced
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2 hours
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English
Mechanics of Materials I: Fundamentals of Stress & Strain and Axial Loading
This course explores the topic of solid objects subjected to stress and strain. The methods taught in the course are used to predict the response of engineering structures to various types of loading, and to analyze the vulnerability of these structures to various failure modes. Axial loading with be the focus in this course. ------------------------------ The copyright of all content and materials in this course are owned by either the Georgia Tech Research Corporation or Dr. Wayne Whiteman.
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Course by
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Self Paced
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18 hours
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English
Population Health: Predictive Analytics
Predictive analytics has a longstanding tradition in medicine. Developing better prediction models is a critical step in the pursuit of improved health care: we need these tools to guide our decision-making on preventive measures, and individualized treatments. In order to effectively use and develop these models, we must understand them better. In this course, you will learn how to make accurate prediction tools, and how to assess their validity. First, we will discuss the role of predictive analytics for prevention, diagnosis, and effectiveness.
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Course by
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Self Paced
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17 hours
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English
Teaching Infographics with Genially
Genially is “the tool that brings content to life.” Genially allows you to map out a learning journey for your students using high interest images and interactive tools. By the end of this project, you will be ready to engage your students by creating infographics to teach content and help students show their learning.
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Course by
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Self Paced
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3 hours
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English
Julia for Beginners in Data Science
This guided project is for those who want to learn how to use Julia for data cleaning as well as exploratory analysis.
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Course by
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Self Paced
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3 hours
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English
In the footsteps of Zika… approaching the unknown
Welcome ! Welcome to this on-demand MOOC “In the footsteps of Zika… approaching the unknown”.
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Course by
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Self Paced
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English
Creating Derived Tables Using LookML
This is a Google Cloud Self-Paced Lab. In this lab, you create SQL derived and native derived tables in LookML to define new tables that do not already exist in the underlying database.
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Course by
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Self Paced
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1 hour
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English
Use Basecamp for Project Management
In this course, we will create our account & user profile and explore four of the key features of Basecamp Personal. Once you complete this project, you will be able to continue using Basecamp for personal and professional project management. “Basecamp is the premier project management + internal communication tool for remote WFH teams worldwide.” Basecamp allows its users to seamlessly collaborate in real-time on a virtual platform. Professional teams that use Basecamp report increased productivity, better organization, and streamlined communication.
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Course by
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Self Paced
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2 hours
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English
Influencer Marketing Strategy
Influencer marketing is the practice of engaging internal and industry experts with active networks to help achieve measurable business goals. This course is about strategy. Although there is no all-purpose, one-size-fits-all influencer marketing strategy template, you will learn how to tailor one for a wide variety of B2B, B2C, and nonprofit organizations using the two-step flow model of communication. But this course is also about tactics. I believe, “Strategy without tactics is the slowest route to victory.
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Course by
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Self Paced
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23 hours
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English
Leading Innovation in Arts and Culture
Developed by David Owens at Vanderbilt University and customized for the cultural sector with National Arts Strategies, this course is designed to help arts and culture leaders create an environment where new ideas are constantly created, shared, evaluated and the best ones are successfully put to work. One of the toughest challenges for any leader is getting traction for new ideas. Winning support can be a struggle. As a result, powerful new ideas often get stuck. This is especially true in the cultural sector.
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Course by
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Self Paced
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28 hours
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English
Women in environmental biology
Have you ever wondered how humans relate to other living beings and what do you need to know to be able to understand current environmental problems?
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Course by
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Self Paced
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10 hours
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English
Datastream MySQL to BigQuery
This is a self-paced lab that takes place in the Google Cloud console. Learn to migrate MySQL Databases to BigQuery using Datastream and Dataflow. Datastream is a serverless and easy-to-use Change Data Capture (CDC) an…
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Course by
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Self Paced
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English
DevOps on AWS: Release and Deploy
AWS provides a set of flexible services designed to enable companies to more rapidly and reliably build and deliver products using AWS and DevOps practices. These services simplify provisioning and managing infrastructure, deploying application code, automating software release processes, and monitoring your application and infrastructure performance.
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Course by
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Self Paced
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4 hours
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English
Chemerinsky on Constitutional Law - The Structure of Government
This course will highlight the construction and interpretation of the U.S. Constitution through the centuries.
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Course by
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Self Paced
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English
The Pronunciation of American English Project
In the final course of The Pronunciation of American English specialization, you will complete a final self-reflection project applying what you have learned in the first three courses about consonants, vowels, and the “music” of English. In preparation for the project, you will take a post-test, review all the sounds of English, analyze a speech, and share your advice on improving pronunciation with other learners. Only learners who pay for the course will be able to take the graded quizzes or submit assignments for feedback.
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Course by
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Self Paced
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17 hours
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English
How Technology Will Shape Marketing with Jagdish Sheth
This course explains how digital technology is transforming marketing. It focuses on how technology will enable salespeople from selling products to becoming trusted advisors for customers, especially in financial and health services. Technology will also impact all 4 P’s of Marketing from product, promotion, price, and distribution, especially with the rise of e-commerce. For example, pricing will become more dynamic in a real-time basis based on demand and supply, and we will switch to digital advertising from print and television advertising.
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Course by
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Self Paced
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7 hours
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English
DevOps for Network Automation (NetDevOps)
This course will introduce students to various DevOps tools, such as Git and virtual environments for Python Development, and explain the concept of continuous integration. The topics of how different development methodologies are used in DevOps, such as the agile process.
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Course by
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Self Paced
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4 hours
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English
Real-World Cloud PM 2 of 3: Managing, Innovating, Pricing
Sponsored by AMAZON WEB SERVICES (AWS). Learn real-world technical and business skills for product managers or any job family involved in the rapidly expanding cloud computing industry. Ace the AWS Certified Cloud Practitioner Exam. This course is the 2nd in a 3-course Specialization. Complete the first course before attempting this one. Featuring * NANCY WANG, GM of AWS Data Protection Services, AWS; Founder and CEO, Advancing Women in Tech (AWIT) * GORDON YU, Technical Product Manager, AWS; General Counsel and Coursera Director, AWIT
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Course by
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Self Paced
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6 hours
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English
Improving Immunity Based on Traditional Eastern Exercises
Exercise is medicine. Regular and moderate exercise can effectively strengthen immune system so as to reduce the risk of virus infection and also improve or assist in the treatment of dysthymic disorders like anxiety and depression. This course provides suggestions for the general public about how to actively respond to the outbreak of novel coronavirus. It also explains: how the immune system reacts when viruses invade into the body; why exercises can enhance immunity and what is the mechanism; what the difference is between western sports and traditional eastern exercises.
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Course by
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Self Paced
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15 hours
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English
Edible Insects
This English language course covers the science and sociology of insects as food and feed. Increasing media, investment, and public policy attention has been given over the years to the role insects may play in the future of food. Can eating insects really save the world from famine and environmental destruction? Are there health costs or benefits to adding insects to the diet? Will all people accept insects as food? Can we feed them to livestock? Should we be promoting edible insects at all, and if so, how best do we do it? What species will we eat and how shall we raise them?
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Course by
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Self Paced
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14 hours
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English
Sentiment Analysis with Deep Learning using BERT
In this 2-hour long project, you will learn how to analyze a dataset for sentiment analysis. You will learn how to read in a PyTorch BERT model, and adjust the architecture for multi-class classification. You will learn how to adjust an optimizer and scheduler for ideal training and performance. In fine-tuning this model, you will learn how to design a train and evaluate loop to monitor model performance as it trains, including saving and loading models.
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Course by
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Self Paced
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3 hours
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English
Manage Data for an Online Grocer Using MySQL Workbench
In this project, you’ll help Greenspot Grocer, an online grocery store, prepare for rapid growth and planned expansion.
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Course by
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Self Paced
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1 hour
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English
Establishing Command-and-Control and Finding Credentials
This course demonstrates the use of Python to establish command-and-control channels between a target environment and the attackers infrastructure. This course also demonstrates the use of Python to collect information on a system, including both user credentials and other sensitive data.
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Course by
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Self Paced
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3 hours
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English
Using BigQuery in the Google Cloud Console
This is a self-paced lab that takes place in the Google Cloud console. This lab shows you how to query public tables and load sample data into BigQuery using the GCP Console. Watch the following short video Get Meaningful Insights with Google BigQuery.
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Course by
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Self Paced
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1 hour
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English