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How Google does Machine Learning
Our Courses
Avoiding Data Science Pitfalls
In this 2-hour long project-based course, you will learn some important statistical concepts with examples & visuals, concepts that are most commonly mistaken in data analysis and how to ensure you don't fall for them.
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Course by
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Self Paced
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3 hours
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English
Creating a Data Transformation Pipeline with Cloud Dataprep
This is a self-paced lab that takes place in the Google Cloud console. Cloud Dataprep by Trifacta is an intelligent data service for visually exploring, cleaning, and preparing structured and unstructured data for analysis. In this lab you will explore the Cloud Dataprep UI to build a data transformation pipeline.
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Course by
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Self Paced
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1 hour
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English
Programming for the Internet of Things Project
In this Capstone course, you will design a microcontroller-based embedded system. As an option, you can also build and test a system. The focus of your project will be to design the system so that it can be built on a low-cost budget for a real-world application. To complete this project you'll need to use all the skills you've learned in the course (programming microcontrollers, system design, interfacing, etc.). The project will include some core requirements, but leave room for your creativity in how you approach the project.
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Course by
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Self Paced
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6 hours
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English
Sleep Deprivation: Habits, Solutions, and Strategies Teach-Out
Sleep deprivation is a silent epidemic. Since the invention of the light bulb, we have increasingly had less sleep than our ancestors. We prioritize work, school, socializing, sports, screen time – just about everything – over sleep. Sleep is viewed as compressible, something that can be made up at any time, but rarely is. Most believe this poses little risk. Unfortunately, they could not be more wrong. The truth is that an adequate amount of good-quality sleep is critical to good health. Lack of sleep leads to deadly crashes, reduces productivity, and harms quality of life.
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Course by
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Self Paced
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11 hours
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English
Building Digital Media using Graphic Design in Google Slides
By the end of this 1 hour-long guided project, you will create a flier for a networking event using graphic design best practices.
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Course by
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Self Paced
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2 hours
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English
Performing regression tasks using decision tree & PCA basics
In this 1-hour long project-based course, you will learn how to perform regression tasks using decision tree & some PCA fundamental coding.
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Course by
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Self Paced
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3 hours
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English
Sourcing Analytics
It is easy to spend money, but hard to get the value. From 2007 to 2010, Apple made $27 billion from iPhone with a profit of $15.6 billion. Apple could not achieve this financial success without its global sourcing strategy. However, one of Apple’s key suppliers, Samsung Electronics, became a competitor and used its cost advantage to over-take Apple in the global market. Meanwhile, many new suppliers and products are emerging constantly. To continue the success, Apple must explore the global markets to identify and select new suppliers that are capable, inexpensive and financially robust.
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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 Project: MATLAB for the Real World
Like most subjects, practice makes perfect in Data Science. In the capstone project, you will apply the skills learned across courses in the Practical Data Science with MATLAB specialization to explore, process, analyze, and model data. You will choose your own pathway to answer key questions with the provided data. To complete the project, you must have mastery of the skills covered in other courses in the specialization.
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Course by
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Self Paced
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13 hours
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English
Create audio transcripts with Amazon Transcribe
In this guided project, you will learn how to use Amazon Transcribe to generate your own audio transcripts quickly.
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Course by
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Self Paced
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2 hours
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English
Investment Management in an Evolving and Volatile World by HEC Paris and AXA Investment Managers
Have you ever wanted to invest in financial markets, but were always afraid that you didn’t have the proper tools or knowledge to make informed decisions? Have you ever wondered how investment management companies operate and what fund managers do? AXA Investment Managers, in partnership with HEC Paris, will introduce you to the most important ideas and concepts in investment management, to help you better understand your financial future. This course will enable you to: • Define what type of investor you are, your investment objectives, and potential constraints.
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Course by
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Self Paced
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18 hours
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English
Introduction to Privacy - Part 1
This course will explore how to create a privacy program including the dangers, challenges and methods. We will also explore concepts like Privacy governance, Privacy program frameworks and discuss existing legal, standards and frameworks that can be utilized to build your privacy program.
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Course by
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Self Paced
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3 hours
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English
Rapid Prototyping of Embedded Interface Designs
This course can also be taken for academic credit as ECEA 5347, part of CU Boulder’s Master of Science in Electrical Engineering degree. Rapid Prototyping is the second of three classes in the Embedded Interface Design (EID) specialization, an online version of the on-campus EID class taught in graduate embedded systems design. This course is focused on rapid prototyping of devices and systems and the related methods, practices, and principles that will help ensure your embedded interface designs are what your users both need and want.
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Course by
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Self Paced
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10 hours
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English
Internet of Things: Communication Technologies
Have you wondered how “Things” talk to each other and the cloud? Do you understand the alternatives for conveying latency-sensitive real time data versus reliable signaling data? Building on the skills from the Sensing and Actuation course, we will explore protocols to exchange information between processors. In this course, you will learn how VoIP systems like Skype work and implement your own app for voice calls and text messages. You will start by using the Session Initiation Protocol (SIP) for session management.
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Course by
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Self Paced
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6 hours
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English
How to Write a Resume (Project-Centered Course)
What you’ll achieve: In this project-centered course*, you will craft an essential cornerstone of the modern-day job or internship search: the resume. You’ll review resume best practices and explore current trends with guidance from a professional career counselor and recruiter, and you’ll exchange structured feedback with your peers as you work to polish your own resume. When you complete the course, you’ll have an eye-catching resume that lets your professional strengths shine.
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Course by
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Self Paced
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5 hours
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English
Introduction to Vertex Forecasting and Time Series in Practice
This course is an introduction to building forecasting solutions with Google Cloud. You start with sequence models and time series foundations. You then walk through an end-to-end workflow: from data preparation to model development and deployment with Vertex AI. Finally, you learn the lessons and tips from a retail use case and apply the knowledge by building your own forecasting models.
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Course by
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Self Paced
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15 hours
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English
FPGA Softcore Processors and IP Acquisition
This course will introduce you to all aspects of development of Soft Processors and Intellectual Property (IP) in FPGA design. You will learn the extent of Soft Processor types and capabilities, how to make your own Soft Processor in and FPGA, including how to design the hardware and the software for a Soft Processor. You will learn how to add IP blocks and custom instructions to your Soft Processor. After the Soft Processor is made, you learn how to verify the design using simulation and an internal logic analyzer.
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Course by
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Self Paced
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10 hours
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English
Regression Analysis with Yellowbrick
Welcome to this project-based course on Regression Analysis with Yellowbrick.
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Course by
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Self Paced
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3 hours
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English
Hiring Practices
Welcome to Hiring Practices. In this course, you will learn how to develop a strategic plan to attract, recruit and retain employees at every level, from those just entering the workforce through those at the executive level. We will explore each step of the recruitment, selection, and onboarding process, providing a thorough explanation of the uniqueness of the step and its fit and importance within the entire talent lifecycle.
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Course by
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Self Paced
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15 hours
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English
Retail Customer Service
The Retail Customer Service course examines the day-to-day tasks that will be tackled in a retail customer service setting, including advanced skills such as returns and exchanges. You will apply guidelines for transactions such as sales, returns, exchanges, and data entry for customer information in real simulations. You will also observe the skills within a retail community location, evaluating the types of tasks observed and shared with a group of peers.
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Course by
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Self Paced
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22 hours
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English
Oracle Cloud Data Management Foundations Workshop
In this course you will learn how Oracle's cloud data platform extends and complements its core databases. Understand how to architect data management platforms that work together to simplify and maximize productivity, while reducing cost and improving performance, reliability, and security.
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Course by
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Self Paced
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9 hours
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English
Essentials in Clinical Simulations Across the Health Professions
This 7-week course provides you with key strategies to help understand the foundation of Clinical Simulations. During each module, you will learn about 7 key components of Clinical Simulation Across the Health Professions and its' impact in your current position as a healthcare professional. Please utilize all of the Resources provided by each of the modules to support and enhance your understanding of each concept.
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Course by
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Self Paced
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12 hours
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English
Create a Syllabus using Libre Writer
In this project, you will learn how to create a visually appealing course syllabus in Libre Writer.
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Course by
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Self Paced
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3 hours
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English
Designing for Sustainment: Keeping Improvement Work on Track (Patient Safety IV)
Keeping patient safety and quality improvement projects on track, on time, and on budget is critical to ensuring their success. In this course, students will be introduced and given the opportunity to apply a series of tools to guide and manage patient safety and quality initiatives. These include tools for defining what success looks like, developing a change management plan, and conducting a pre-mortem to identify risks for project failure. This course will also provide tools for engaging stakeholders to ensure key players are invested in your project’s success.
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Course by
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Self Paced
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7 hours
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English
Infectious Disease Transmission Models for Decision-Makers
During the COVID-19 pandemic, both the promise and perils of using infectious disease transmission models to make public health policy decisions became clearer than ever. Optimal use of modeled output requires that public health policy makers be informed consumers of models, that they understand the strengths and limitations of possible approaches, and they know the right questions to ask about the vulnerabilities of the model results.
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Course by
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Self Paced
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4 hours
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English
Distributed Machine Learning with Google Cloud ML
This is a self-paced lab that takes place in the Google Cloud console. Learn the process for partitioning a data set into two separate parts: a training set to develop a model, and a test set to evaluate the accuracy of the model and then independently evaluate predictive models in a repeatable manner.
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Course by
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Self Paced
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2 hours
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English