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How Google does Machine Learning
Our Courses
Apply basic testing for your Django web application
In this 2-hour long project-based course, you will learn how Django's rich testing framework work, and how to use it to test your web apps.
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Course by
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Self Paced
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3 hours
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English
SQL CASE Statements
Welcome to this project-based course, SQL CASE Statements.
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Course by
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Self Paced
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3 hours
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English
AngularJS for Beginners: Getting Started
AngularJS for Beginners: Getting Started is for those interested in learning the basics of AngularJS.
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Course by
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Self Paced
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3 hours
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English
Design and Develop a Website using Figma and CSS
In this 2-hour long project-based course, you will learn how to use the basic tools and features of Figma, design a website's prototype and convert it into a website exactly as designed, using HTML and CSS.
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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 Splunk Cloud GDI on Google Cloud
This is a self-paced lab that takes place in the Google Cloud console.
A step-by-step guide through the process to configure multiple methods to ingest Google Cloud data into Splunk. In this hands-on lab you'll learn how to configure Google Cloud to send logging and other infrastructure data to Splunk Cloud via Dataflow, the Splunk Add-on for Google Cloud Platform, and Splunk Connect for Kubernetes (SC4K).
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Course by
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Self Paced
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2 hours
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English
TFX on Google Cloud Vertex Pipelines
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will develop, deploy, and run a TFX pipeline on Google Cloud Vertex Pipelines.
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Course by
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Self Paced
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2 hours
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English
The Business of Product Management II
Sponsored by AMAZON WEB SERVICES (AWS). Learn real-world product management lessons from Amazon, Tesla, Uber, WeWork, Zoom, the United States Armed Forces, Facebook, Google, Alphabet, Poshmark, Slack, Twitter, Headspace, Walmart Labs, Humana, Schwab, Allianz, Amex, Grohe, Amazon, Costco, Progressive, Activision, Yelp, H&M, Basecamp, Microsoft, and more!
Featuring:
* NANCY WANG, Head of Data Protection Services, Amazon Web Services; Founder and CEO, Advancing Women in Product
* VERONICA PINCHIN, Director of Product Management, Sidewalk Labs
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Course by
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Self Paced
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13 hours
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English
Statistics with SAS
This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.
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Course by
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Self Paced
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20 hours
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English
Preparing for Your Associate Cloud Engineer Journey
This course helps you structure your preparation for the Associate Cloud Engineer exam. You will learn about the Google Cloud domains covered by the exam and how to create a study plan to improve your domain knowledge.
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Course by
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Self Paced
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4 hours
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English
Create Geometric Vector Patterns with Inkscape
By the end of this project, you will be able to build geometric designs in Inkscape.
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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 fundraising page on KissKissBankBank
At the end of this project, you will learn how to create a fundraising page on KissKissBankBank for personal or professional purposes.
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Course by
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Self Paced
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3 hours
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English
Managing Google Workspace
Managing Google Workspace is the second course in the Google Workspace Administration series.
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Course by
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Self Paced
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6 hours
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English
The Piano Sonata: Russian and 20th-21st Century Composers
In this course, you’ll review sonata form and learn how the piano sonata was revitalized in the 20th century, with a particular attention to composers from Russia, where the sonata was an especially popular and successful genre. You’ll study some of the most influential piano sonatas of the 20th century, in both Neo-Classical and avant-garde styles. This course will also expose you to a variety of lesser-known and more recent compositions, showing how the piano sonata genre continues to expand and to thrive.
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Course by
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Self Paced
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13 hours
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English
Service Transformed: Lessons in U.S. Veteran Centered Care
Improving health care for veterans has become a matter of national attention and has gained increasing attention from the medical community. With the current surge of veterans reintegrating into civilian society it is critical to improve the training of the next cadre of providers who will provide care for our veterans. It is widely known that veterans receive care in all aspects of the health system, thus providers in veteran focused care facilities, military health serves and civilian locals must be aware of the unique needs of veterans.
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Course by
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Self Paced
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26 hours
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English
The Pytorch basics you need to start your ML projects
In this 1-hour long project-based course, you will learn how to use simple commands to create and manipulate files and folders, perform multiple complex tasks using one simple command, use the superuser to perform high privilege operations.
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Course by
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Self Paced
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4 hours
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English
Managing Project Risks and Changes
This course will help you manage project risk effectively by identifying, analyzing, and communicating inevitable changes to project scope and objectives. You will understand and practice the elements needed to measure and report on project scope, schedule, and cost performance. You will be equipped with the tools to manage change in the least disruptive way possible for your team and other project stakeholders.
Upon completing this course, you will be able to:
1. Define components of a communications management plan
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Course by
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Self Paced
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6 hours
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English
Geospatial Data Visualization using Python and Folium
In this project, we are going to learn how to process and analyze geospatial data.
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Course by
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Self Paced
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3 hours
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English
Predictive Modeling and Transforming Clinical Practice
This course teaches you the fundamentals of transforming clinical practice using predictive models. This course examines specific challenges and methods of clinical implementation, that clinical data scientists must be aware of when developing their predictive models.
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Course by
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Self Paced
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12 hours
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English
Nutrition and Lifestyle in Pregnancy
Nutrition and Lifestyle in Pregnancy offers an overview of the latest research findings and international recommendations on a variety of nutrition-related aspects and outcomes of pregnancy. Ensuring a healthy nutritional status and lifestyle prior to and during pregnancy is one of the best ways to help support the healthy growth and development of the unborn child. We will look at how a healthy diet and lifestyle should ideally be achieved prior to conception and provide recommendations for pre-conception counseling of women.
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Course by
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Self Paced
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7 hours
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English
Game Design Document: Define the Art & Concepts
The Capstone project is a place for you to develop your game idea into a fully-fleshed proposal. A game design document is your game bible, the go-to document that defines the genre of your game, its look and feel, and the evolution of gameplay. This four-part capstone project guides you to distill and improve the foundational aspects of your game so that you may express your ideas in a clear and productive way.
Note: Only learners who have earned a certificate in the four previous courses in the Specialization are eligible to take the Capstone.
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Course by
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Self Paced
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16 hours
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English
Quality Improvement for Population Health
Quality improvement methods were first deployed in healthcare in e hospital settings. However, over the past decade particularly, there has been increasing focus on the application of these methods in improving population and public health. In this course, you will apply a combination of both approaches to population health improvement. You will also learn how to study and evaluate large improvement initiatives to capture learning effectively.
Learning Objectives:
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Course by
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Self Paced
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14 hours
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English
Generative Design for Performance and Weight Reduction
There are many considerations and factors that play a part in designing a new product. Cost is usually a big one, but sometimes there are other factors that are the main contributors to a product's direction. With vehicles, specifically motorcycles, we see advanced engineering practices performed on seemingly minor parts. In some instances, making a part as light as possible can have a big effect on performance. In other cases, the strength or stiffness of a part, such as a motor mount, is more critical than its mass.
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Course by
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Self Paced
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27 hours
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English
Artificial Intelligence Privacy and Convenience
In this course, we will explore fundamental concepts involved in security and privacy of machine learning projects. Diving into the ethics behind these decisions, we will explore how to protect users from privacy violations while creating useful predictive models. We will also ask big questions about how businesses implement algorithms and how that affects user privacy and transparency now and in the future.
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Course by
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Self Paced
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6 hours
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English
Exploratory Data Analysis With Python and Pandas
In this 2-hour long project-based course, you will learn how to perform Exploratory Data Analysis (EDA) in Python.
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Course by
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Self Paced
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3 hours
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English
SOAP Web Services with JAX-WS
This course introduces JAX-WS, SOAP, and XML. We'll discuss best practices and the behind the scenes details of SOAP and XML, before moving on to JAX-WS endpoints, clients, and Web Services. Through the course we'll be utilizing labs to practice and create our own projects.
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Course by
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Self Paced
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6 hours
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English