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How Google does Machine Learning
Our Courses
A Practical Introduction to Test-Driven Development
To be a proficient developer you need to have a solid grasp of test writing before putting code into production. In this course, we will take a hands-on look at Test-Driven Development by writing and implementing tests as soon as week one. TDD starts with good unit tests, so we will start there. Topics will also cover translating user specs into unit tests, applying the Red-Green-Refactor mantra, and applying mocks in python with the unittest.mock module. Once finished, you will have covered all the steps of TDD before development
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Course by
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Self Paced
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15 hours
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English
Google Workspace Admin: Securing
This is a Google Cloud Self-Paced Lab. In this lab, you will explore just a few of the security policies and features that are available to you in Google Workspace.
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Course by
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Self Paced
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1 hour
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English
Packet Sniffing with Wireshark: Create Your First Filters
This guided project, Packet Sniffing with Wireshark: Create Your First Filters, will help an intermediate security analyst who is looking to use packet sniffing with Wireshark to capture, display, and observe specific HTTP and HTTPS packets.
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Course by
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Self Paced
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2 hours
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English
Technology Commercialization, Part 1: Setting up your Idea Filtering System
New ideas based on high-technology research have a high failure rate because they hit the ground running with lopsided priorities and misalignments. Students complete this course with an Innovation Creed (“Why are you doing this?”) and a customized Idea Filter (“Are you working on the right priorities?”)—2 simple tools that steer concept-stage commercialization to success.
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Course by
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Self Paced
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8 hours
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English
Value and Business Decision Making
This course is part of a Specialization titled “Strategy and Finance for a Lifecycle of a Social Business”. It is an introduction to time value of money and will help the learner understand the basics of finance with the ultimate goal of valuing a company from a societal lens.
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Course by
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Self Paced
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30 hours
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English
HTML Tutorial
Go from ZERO programming knowledge to creating your first functional website with the W3Schools HTML tutorial! As one of the most essential web developer skills, knowing HTML gives you the ability to create and design st…
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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 Biology: Ecology
Ecology is all about connections. In this course, we’ll see how interdependent every living thing is and how people are impacting the natural world. Like all sciences, ecology isn’t just a list of known facts– it’s also a process. I love telling stories, and I’ve included many stories about how we’ve come to know what we know about ecology through observations and experiments.
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Course by
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Self Paced
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19 hours
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English
Data Analysis in Python with pandas & matplotlib in Spyder
Code and run your first Python script in minutes without installing anything!
This course is designed for learners with no coding experience, providing a crash course in Python, which enables the learners to delve into core data analysis topics that can be transferred to other languages. In this course, you will learn how to import and organize your data, use functions to gather descriptive statistics, and perform statistical tests.
To allow for a truly hands-on, self-paced learning experience, this course is video-free.
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Course by
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Self Paced
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11 hours
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English
Using Google Forms to Analyze User Research Data
User Research is at the heart of creating engaging, user friendly, and successful products, services, and designs.
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Course by
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Self Paced
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3 hours
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English
Improving Content Mastery with Quizlet
By the end of this project, you will be ready to use Quizlet to help students master any content.
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Course by
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Self Paced
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3 hours
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English
3D Printing Hardware
This course will provide an in-depth exploration of desktop 3D printing hardware. It will examine the history of desktop 3D printing and demonstrate how 3D printers are made and how they work. This course will also provide step-by-step instructions for how to use and repair a 3D printer. It will also explore the different types of materials that can be 3D printed and will demonstrate how you can create various objects using these tools and materials. Learners who complete this course will be able to successfully operate, repair, and upgrade a 3D printer.
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Course by
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Self Paced
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31 hours
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English
Digestion, Micturition, and Reproduction
In this course on Digestion, Micturition, and Reproduction, you will learn about the wonderful diversity of the digestive, urinary, and reproductive systems and the medical language that is used to describe these systems. Throughout each Lesson, the roots of terms are explained to help students understand how medical terminology works in healthcare and to increase their knowledge and understanding of the material discussed.
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Course by
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Self Paced
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10 hours
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English
Program Gate Reviews with ClickUp
By the end of this guided project, you will be fluent in creating Program Gate Review artefacts for the Planning Phase for diverse programs.
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Course by
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Self Paced
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2 hours
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English
Detect and Mitigate Ethical Risks
Data-driven technologies like AI, when designed with ethics in mind, benefit both the business and society at large. But it’s not enough to say you will “be ethical” and expect it to happen. We need tools and techniques to help us assess gaps in our ethical behaviors and to identify and stop threats to our ethical goals. We also need to know where and how to improve our ethical processes across development lifecycles. What we need is a way to manage ethical risk.
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Course by
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Self Paced
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19 hours
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English
Trading Algorithms
This course covers two of the seven trading strategies that work in emerging markets. The seven include strategies based on momentum, momentum crashes, price reversal, persistence of earnings, quality of earnings, underlying business growth, behavioral biases and textual analysis of business reports about the company.
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Course by
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Self Paced
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13 hours
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English
Human Resources Analytics
With advances in technology and cloud computing, there are now numerous data sources available to guide decision-making and drive organizational success. Harvesting the right kind of data requires that HR teams possess strong analytical skills; high-performing HR teams know that their function is to leverage data as a “decision science” by identifying metrics and data sources that deliver organizational insights. In order to do so, HR must ensure that metrics and measures are used effectively to achieve strategic goals.
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Course by
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Self Paced
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6 hours
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English
Physician/Student Opioid Use Disorder Medication Assisted Treatment Waiver Training
This online course opportunity is made possible through a joint partnership with University of Virginia School of Medicine (UVASOM) and Nursing (SON) and the American Academy of Addiction Psychiatry (AAAP), Data 2000 spo…
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Course by
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Self Paced
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English
AutoML for Computer Vision with Microsoft Custom Vision
Welcome to this hands-on project on using Microsoft's Custom Vision service for automated machine learning or AutoML as it's popularly known.
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Course by
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Self Paced
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2 hours
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English
Building Culture in a Scale Up
Company culture changes in the shift from startup to scaleup – and it's vital to create and sustain a culture where everyone on the team understands the company's mission, values, strategy and objectives.
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Course by
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Self Paced
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10 hours
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English
Privacy Law and Data Protection
What does it take to comply with privacy laws?
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Course by
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Self Paced
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12 hours
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English
Linux: I/O Redirection for DevOps
In this 1-hour long project-based course on Linux i/o redirection for DevOps you will be working entirely on the command line and using powerful Linux commands and redirection operators to learn how input and output redirection works in Linux.
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Course by
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Self Paced
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3 hours
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English
Generate an Invoice with LibreOffice Base
By the end of this project, you will have used a LibreOffice Base query to retrieve data from a database and used the query results to build an invoice with the LibreOffice Base reporting feature.
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Course by
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Self Paced
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2 hours
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English
Healthy Aging and the Future of Cannabis Research
This Healthy Aging and Future of Cannabis Research course is designed to have you think critically about the health effects of cannabis (i.e., marijuana) in the context of inflammation, exercise, and aging. You'll learn how inflammation and the microbiome may be related to the disorders discussed in class, and how cannabis may influence these disorders through modulating inflammation. We'll describe the relationship between the endocannabinoid system and exercise, and how cannabinoids may affect exercise performance and recovery.
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Course by
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Self Paced
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8 hours
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English
Programming Reactive Systems (Scala 2 version)
Reactive programming is a set of techniques for implementing scalable, resilient and responsive systems as per the Reactive Manifesto. Such systems are based on asynchronous message-passing, and their basic building-blocks are event handlers. This course teaches how to implement reactive systems in Scala and Akka by using high-level abstractions, such as actors, asynchronous computations, and reactive streams.
You will learn how to:
- use, transform and sequence asynchronous computations using Future values
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Course by
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Self Paced
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51 hours
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English
Confluent: Clickstream Data Analysis Pipeline Using ksqlDB
This is a self-paced lab that takes place in the Google Cloud console. This lab will cover how to create a clickstream data analysis pipeline using ksqlDB.
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Course by
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Self Paced
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1 hour
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English