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How Google does Machine Learning
Our Courses
Text Mining and Analytics
This course will cover the major techniques for mining and analyzing text data to discover interesting patterns, extract useful knowledge, and support decision making, with an emphasis on statistical approaches that can be generally applied to arbitrary text data in any natural language with no or minimum human effort. Detailed analysis of text data requires understanding of natural language text, which is known to be a difficult task for computers.
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Course by
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Self Paced
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33 hours
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English
Applied AI with DeepLearning
>>> By enrolling in this course you agree to the End User License Agreement as set out in the FAQ. Once enrolled you can access the license in the Resources area
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Course by
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Self Paced
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25 hours
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English
Digital Competition in Financial Services
Welcome to Digital Transformation Strategy! As you probably know, this is the first course in a three part specialization focused on the digital transformation of finance. We'll aim to bring you insights about how digitalization intersects with finance, culled from one of the world's top regions for digital innovation. I'm excited to have you in the class and look forward to helping you learn more about this important topic. To begin, I recommend taking a few minutes to explore the course site. A good place to start is the navigation bar on the left.
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Course by
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Self Paced
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12 hours
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English
The Digital Marketing Revolution
The Digital Revolution is dramatically altered the way many products are created, promoted, distributed, and consumed. Before the advent of new digital technologies such as the Internet, personal computer and smartphone, marketing was largely an Analog (i.e., physical) activity. Today, many marketing activities such as how products are promoted are increasingly Digital in nature. However, we still live in an Analog (or physical) World. For example, even today, most sales are still conducted in physical stores.
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Course by
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Self Paced
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27 hours
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English
Ordered Data Structures
In this course, you will learn new data structures for efficiently storing and retrieving data that is structured in an ordered sequence. Such data includes an alphabetical list of names, a family tree, a calendar of events or an inventory organized by part numbers. The specific data structures covered by this course include arrays, linked lists, queues, stacks, trees, binary trees, AVL trees, B-trees and heaps. This course also shows, through algorithm complexity analysis, how these structures enable the fastest algorithms to search and sort data.
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Course by
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Self Paced
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19 hours
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English
Engineering Project Management: Scope, Time and Cost Management
Scope, time, and cost management are at the heart of successful project management. This course will give you the tools to develop a project scope, schedule and budget and then status them to predict project performance. Throughout the course, you will learn about change management and techniques to implement it.
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Course by
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Self Paced
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23 hours
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English
Patient Safety and Quality Improvement: Developing a Systems View (Patient Safety I)
In this course, you will be able develop a systems view for patient safety and quality improvement in healthcare. By then end of this course, you will be able to: 1) Describe a minimum of four key events in the history of patient safety and quality improvement, 2) define the key characteristics of high reliability organizations, and 3) explain the benefits of having strategies for both proactive and reactive systems thinking.
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Course by
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Self Paced
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6 hours
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English
Negotiation Fundamentals
This course gives you access to negotiation practical tools and best practices gathered by Professor Aurélien Colson & his team from assignments in more than seventy countries and in a wide set of sectors, be they services, industry, high tech, or public organizations. In an interactive manner, this course will help you, among other topics: get prepared for any negotiation; avoid traps; know how to prompt value-creating partnerships; structure an effective negotiation sequence; bargain in an efficient and respectful manner; overcome deadlocks; and much more! Indeed, negotiation is not si
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Course by
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Self Paced
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8 hours
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English
Tricky English Grammar
English is a difficult language to learn because of its many obscure grammatical rules, which are fairly easy to mess up--even for native speakers. While it’s easy for non-native speakers to get overwhelmed by confusing grammar rules, in this course, we'll provide you with tips that will help you understand the rules more easily and give you lots of practice with the tricky grammar of everyday English. Please note that the free version of this class gives you access to all of the instructional videos and handouts. The peer feedback and quizzes are only available in the paid version.
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Course by
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Self Paced
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25 hours
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English
Financial Accounting Fundamentals
This course, developed at the Darden School of Business at the University of Virginia and taught by top-ranked faculty, will teach you the tools you'll need to understand the fundamentals of financial accounting. Concise videos, the financial records of a small business, and "your turn" activities guide you through the three most commonly used financial statements: the Balance Sheet, the Income Statement, and the Statement of Cash Flows.
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Course by
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Self Paced
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14 hours
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English
Enterprise System Management and Security
The world runs on computers. Your watch, your TV, your car. You might be familiar on how to operate each of these. Your home computer you are even more familiar with operating it. But what does it take to really take computer systems to the next level? - The enterprise level. In this course we discuss what makes home computing systems different from enterprise computing systems.
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Course by
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Self Paced
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12 hours
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English
Introduction to CSS3
The web today is almost unrecognizable from the early days of white pages with lists of blue links. Now, sites are designed with complex layouts, unique fonts, and customized color schemes. This course will show you the basics of Cascading Style Sheets (CSS3). The emphasis will be on learning how to write CSS rules, how to test code, and how to establish good programming habits. When done correctly, the styling of a webpage can enhance your page. When done incorrectly the result can be worse than no styling at all.
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Course by
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Self Paced
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12 hours
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English
Introduction to Data, Signal, and Image Analysis with MATLAB
Welcome to Introduction to Data, Signal, and Image Analysis with MATLAB! MATLAB is an extremely versatile programming language for data, signal, and image analysis tasks. This course provides an introduction on how to use MATLAB for data, signal, and image analysis.
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Course by
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Self Paced
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23 hours
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English
Client Needs and Software Requirements
This course covers practical techniques to elicit and express software requirements from client interactions.
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Course by
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Self Paced
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12 hours
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English
Introduction to Google SEO
Unlock the secrets of SEO! Dive into the fascinating world of Search Engine Optimization (SEO) and discover how major search engines like Google rank websites and content. This introductory course is your gateway to mastering the art of SEO, offering a thrilling blend of theory and hands-on practice to boost your visibility on Google. Course Highlights: Demystifying SEO - Uncover the inner workings of Google, the world's most popular search engine. Gain insider knowledge on how search algorithms evaluate and rank content, giving you a competitive edge in the digital landscape.
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Course by
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Self Paced
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14 hours
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English
Introduction to Data Analytics for Business
This course will expose you to the data analytics practices executed in the business world. We will explore such key areas as the analytical process, how data is created, stored, accessed, and how the organization works with data and creates the environment in which analytics can flourish. What you learn in this course will give you a strong foundation in all the areas that support analytics and will help you to better position yourself for success within your organization.
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Course by
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12 hours
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English
Machine Learning Foundations: A Case Study Approach
Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with specialists about anything from regression and classification to deep learning and recommender systems? In this course, you will get hands-on experience with machine learning from a series of practical case-studies.
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Course by
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18 hours
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English
Supply Chain Operations
Have you ever wondered how products and services are created exactly the same thousands of times over? And how companies are able to smooth out operations to manufacture efficiently, effectively, and without any waste? How is such precision possible? The answer lies at the heart of operations. In the Supply Chain Operations course, we introduce and apply essential process improvement tools to achieve perfection. After completing this course, you will be able to apply the Six Sigma methodology for process improvement.
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Course by
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Self Paced
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12 hours
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English
Photography Techniques: Light, Content, and Sharing
Welcome to Course FOUR! In Modules 1-4 you will cover the final elements of the Specialization necessary to round out this introduction to the fundamentals of Photography, and prepare you for creating your own exciting project in the Capstone! You have come a long way since the beginning of this journey from Smartphone Basics to DSLR and Beyond. Just think of all the information you have absorbed and put to use in your assignments and quizzes, and the confidence you have gained that you CAN control the camera to make pictures you are proud to share.
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Course by
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Self Paced
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24 hours
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English
Data Visualization and Communication with Tableau
One of the skills that characterizes great business data analysts is the ability to communicate practical implications of quantitative analyses to any kind of audience member. Even the most sophisticated statistical analyses are not useful to a business if they do not lead to actionable advice, or if the answers to those business questions are not conveyed in a way that non-technical people can understand. In this course you will learn how to become a master at communicating business-relevant implications of data analyses.
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Course by
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Self Paced
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25 hours
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English
Entrepreneurship II: Preparing for Launch
This course builds on previous concepts and outlines strategies and tactics for forming, financing, and launching a new venture. Topics to be addressed will include building the new venture’s initial management team, identifying and reaching out to early customers, developing financial plans, raising startup and initial growth financing, and preparing for and managing rapid growth.
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Course by
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Self Paced
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17 hours
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English
Introduction to Meteor.js Development
In this course, you will learn how to create a complete, multi-user web site using the Meteor.js framework and MongoDB. You will implement user authentication, security features, reactive templates and routing using iron router. You will carry out key database operations such as inserting, removing and updating data as well as sorting and filtering. You will see how a complete application can be built, line by line. At the end of the course, you will be able to: 1. Install the Meteor.js system and create a web application 2. Work with the Meteor.js packaging system 3.
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Course by
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Self Paced
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26 hours
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English
Business English: Making Presentations
This course teaches you language and techniques that will help you make effective presentations in English. The final task is to develop a well-organized, persuasive presentation using charts and graphs that sells your city as a venue. The course focuses on students who have an intermediate level of English, with a minimum of two years of formal language study. Course Learning Objectives • Present information in an organized and engaging way • Share data in charts and graphs • Use persuasive language in a presentation
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Course by
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Self Paced
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15 hours
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English
Introduction to Imagemaking
This course for serious makers, and for students new to imagemaking. Imagemaking is a fluid and exciting area of graphic design that comes out of practice and process: experimenting fearlessly, showing and sharing ideas, and giving and receiving knowledgeable and constructive input. For the sake of this online platform, we have applied some structure to our investigations, but for the most part imagemaking is loose and unstructured. If we must adopt a rule in this course it is only this: you will not become a graphic designer by watching videos alone.
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Course by
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Self Paced
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12 hours
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English
Advanced Styling with Responsive Design
It used to be the case that everyone viewed web pages on about the same size screen - a desktop computer. But now it is just as likely that someone will be using a smart phone, tablet, or assistive technology to access the Internet. Therefore, people viewing your site will now expect that it will perform regardless of the device (smartphone, tablet, laptop, desktop computer, or screen reader) AND take into account some common personal settings such as color schemes.
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Course by
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Self Paced
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12 hours
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English