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How Google does Machine Learning
Our Courses
Software Security for Web Applications
Explore software security for web applications concepts without installing anything! This course is designed for intermediate learners, providing a solid foundation of common skills in software security. Learners will build an understanding of some of the most common software security techniques currently employed. The modules in this course cover front-end security, back-end security, as well as passwords and authentication.
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Course by
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Self Paced
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11 hours
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English
Create Icons with Inkscape
By the end of this project, you'll be able to create system and application icons with Inkscape.
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Course by
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Self Paced
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3 hours
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English
Form Parsing Using Document AI
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will gain hands-on experience using Document AI by parsing forms from within a Jupyter Notebook so that you can automatically extract information from digitally scanned paper forms.
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Course by
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Self Paced
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1 hour
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English
Analytics, Law, and Athlete Representation
In this course, we will discuss the interplay of law, data analysis, and athlete representation using the athlete's career path trajectory as the focus. The intent is to introduce data analytical tools, laws, & regulations applicable to athlete representation throughout various stages of an athlete’s career. The primary focus is on athlete development and representation within the regulatory frameworks of federal and state laws and other pertinent rulemaking authorities, including pro sports unions.
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Course by
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Self Paced
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11 hours
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English
Analysis of Variance with ANOVA in Google Sheets
In every domain it is critical to decision making to understand whether differences exist between two or more groups of things or outcomes.
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Course by
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Self Paced
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3 hours
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English
Tools for Exploratory Data Analysis in Business
This course introduces several tools for processing business data to obtain actionable insight. The most important tool is the mind of the data analyst. Accordingly, in this course, you will explore what it means to have an analytic mindset. You will also practice identifying business problems that can be answered using data analytics. You will then be introduced to various software platforms to extract, transform, and load (ETL) data into tools for conducting exploratory data analytics (EDA).
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Course by
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Self Paced
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19 hours
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English
Create a Sales Dashboard using Power BI
In this 1 hour long project, you will build an attractive and eye-catching sales dashboard using Power BI in a black and blue theme that will make your audience go "wow".
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Course by
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Self Paced
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2 hours
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English
Linux on LinuxONE
This course is for Linux Systems Administrators, Architects and Developers who are already familiar with Linux components and everyday tasks, but need a primer on how to best take advantage of the LinuxONE platform. This includes working with the hardware, software, facilities, and processes unique to LinuxONE. It is comprised of videos, links to online resources, and a final test for a badge.
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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 International Criminal Law
-- About the Course -- From the Nuremberg trial to the case against Saddam Hussein, from the prosecution of Al-Qaeda terrorists to the trial of Somali pirates – no area of law is as important to world peace and security as international criminal law. Taught by one of the world’s leading experts in the field, this course will educate students about the fundamentals of international criminal law and policy. We will explore the contours of international crimes such as genocide, war crimes, terrorism, and piracy.
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Course by
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Self Paced
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13 hours
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English
The Blockchain
Begin your exploration of blockchain technologies with a look at fundamental blockchain concepts along with an application in which blockchain technology plays a critical role — cryptofinance. This course also introduces distributed digital systems in terms of software and network architecture, and shows how these systems underlie the functionality of the blockchain. In this and the following courses in the specialization you'll have a chance for hands-on-practice to cement your learning. This course requires the purchase of two books for the completion of assignments: Drescher, D. (2017).
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Course by
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Self Paced
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9 hours
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English
Prepare for AZ-204: Developing Solutions for Microsoft Azure
Microsoft certifications give you a professional advantage by providing globally recognized and industry-endorsed evidence of mastering skills in digital and cloud businesses. In this course, you will prepare to take the Exam AZ-204: Developing Solutions for Microsoft Azure. In this course, you will refresh your knowledge of hall phases of cloud development from requirements, definition, and design; to development, deployment, and maintenance; to performance tuning and monitoring.
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Course by
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Self Paced
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7 hours
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English
Global Postharvest Loss Prevention: Fundamentals, Technologies, and Actors
This course provides an overview of the issue of postharvest loss of grains by exploring essential physical, technical, and social dimensions of postharvest supply chains and loss prevention methods globally. Each year, estimates suggest that 1/3 of all food produced is lost or wasted, making postharvest loss a critical global food security and sustainability issue of today.
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Course by
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Self Paced
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13 hours
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English
Restful Web Service Spring Boot Visual Studio Code Gradle
In this project you will use the Spring Boot Framework to create a restful web application that returns a list of random numbers to the consumer.
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Course by
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Self Paced
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3 hours
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English
Artificial Intelligence Algorithms Models and Limitations
We live in an age increasingly dominated by algorithms. As machine learning models begin making important decisions based on massive datasets, we need to be aware of their limitations in the real world. Whether it's making loan decisions or re-routing traffic, machine learning models need to accurately reflect our shared values. In this course, we will explore the rise of algorithms, from the most basic to the fully-autonomous, and discuss how to make them more ethically sound.
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Course by
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Self Paced
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8 hours
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English
Financing and Investing in Infrastructure
Learn how debt and equity can be used to finance infrastructure investments and how investors approach infrastructure investments! According to the OECD, the global infrastructure investment requirement by 2030 for transport, electricity generation, transmission & distribution, and water & telecommunications totals to 71 trillion dollars. This figure represents about 3.5% of the annual World GDP from 2007 to 2030. The European Commission estimated, that by 2020, Europe will need between 1.5 - 2 trillion Euros in infrastructure investments.
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Course by
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Self Paced
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11 hours
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English
Build a Webpage with HTML and CSS
Dive into the fascinating world of web development with this beginner-friendly course that unravels the art of building web pages using HTML and CSS. Organized into three intensive modules, this course provides a structured learning path, moving from the very basics to more intricate design techniques. In the first module, the emphasis is on understanding and mastering HTML – the skeleton of web pages.
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Course by
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Self Paced
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22 hours
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English
How to Plan a Content Calendar using Trello
Content creation and managing when it is created is key to business in the online world. Finding tools to manage your content calendar will help to make the job much easier. By the end of this project you will have a content creation calendar on Trello that makes it a breeze. 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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1 hour
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English
Introduction to Technical Support
Technical Support professionals are in great demand! This is the first course in the IBM IT Support Professional Certificate program, designed to prepare you for a rewarding career in technical support. You will begin this self-paced course by learning what Informational Technology (IT) support is all about. You'll find out the roles and responsibilities of Technical Support professionals and become familiar with all the different career paths you can take in Technical Support.
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Course by
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Self Paced
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12 hours
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English
Gender Analytics Capstone Project
It’s time to use your Gender Analytics skills to tackle a real-world challenge in your capstone project. In the final course in the Gender Analytics Specialization offered by the Institute for Gender and the Economy (GATE) at the University of Toronto's Rotman School of Management, you will practice your Gender Analytics skills in an applied learning project that will take you through the entire process for using gender-based insights to generate innovative solutions.
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Course by
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Self Paced
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9 hours
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English
Environmental Hazards and Global Public Health
The second course of the Impacts of the Environment on Global Public Health specialization will explore a number of different environmental hazards. These are: air pollution, water pollution, solid and hazardous waste, and two physical hazards (radon and noise). These hazards each have the potential to harm human health, and we will explore how you may come into contact with these hazards and how they may harm you, as well as what we can do to minimize these exposures and health impacts.
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Course by
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Self Paced
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17 hours
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English
History of Rock, Part One
This course, part 1 of a 2-course sequence, examines the history of rock, primarily as it unfolded in the United States, from the days before rock (pre-1955) to the end of the 1960s. This course covers the music of Elvis Presley, Chuck Berry, Phil Spector, Bob Dylan, the Beatles, the Rolling Stones, Jimi Hendrix, Cream, and many more artists, with an emphasis both on cultural context and on the music itself. We will also explore how developments in the music business and in technology helped shape the ways in which styles developed.
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Course by
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Self Paced
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13 hours
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English
Add and Modify Records with COBOL
In this project you will learn to process data records in a sequential file using COBOL.
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Course by
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Self Paced
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1 hour
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English
Manipulate R data frames using SQL in RStudio
Have you ever wondered how SQL queries work in R? Have you ever thought about whether it is possible to use or write SQL queries in R? Then, you are in the right place.
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Course by
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Self Paced
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3 hours
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English
API Testing Using Rest Assured Test Automation Tool
RestAssured is one of the best test automation tools to test APIs with Java programming language. It's an open-source tool and is very easy to code using Rest Assured. It also integrates easily with Test Automation tool like TestNG This project will provide you step by step instructions to write scripts to automate API testing using Rest Assured, how to automate and test CRUD (Create, Read, Update and Delete) operations with HTTP methods like GET, POST, PUT and DELETE, understanding JSON request and response, adding assertions to the API response.
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Course by
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Self Paced
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4 hours
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English
Digital Marketing Strategy with Goldman Sachs 10,000 Women
This elective course is an introduction to digital marketing, with a particular focus on social media campaigns.
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Course by
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Self Paced
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3 hours
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English