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Our Courses
Predict Taxi Fare with a BigQuery ML Forecasting Model
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will explore millions of New York City yellow taxi cab trips available in a BigQuery Public Dataset, create an ML model inside of BigQuery to predict the fare, and evaluate the performance of your model to make predictions.
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Course by
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Self Paced
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1 hour
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English
Seeking Investment Alpha
In this 1-hour long project-based course, you will learn how to use beta to compare stock’s exposure to the systematic risk and use alpha to quantify the investment’s return over the market return. ATTENTION: To take this course, it is required that you are familiar basic financial risk management concepts. You can gain them by taking the guided project Compare Stock Returns with Google Sheets. Note: This course works best for learners who are based in the North America region.
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Course by
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Self Paced
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2 hours
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English
Intermediate Relational Database and SQL
In this 1-hour long project-based course, you will gain hands-on experience and learn how to create and maintain relational databases such as MySQL, Oracle and MS Access.
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Course by
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Self Paced
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2 hours
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English
Interpretable Machine Learning Applications: Part 2
By the end of this project, you will be able to develop intepretable machine learning applications explaining individual predictions rather than explaining the behavior of the prediction model as a whole. This will be done via the well known Local Interpretable Model-agnostic Explanations (LIME) as a machine learning interpretation and explanation model. In particular, in this project, you will learn how to go beyond the development and use of machine learning (ML) models, such as regression classifiers, in that we add on explainability and interpretation aspects for individual predictions.
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Course by
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Self Paced
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2 hours
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English
Image Segmentation, Filtering, and Region Analysis
In this course, you will build on the skills learned in Introduction to Image Processing to work through common complications such as noise. You’ll use spatial filters to deal with different types of artifacts. You’ll learn new approaches to segmentation such as edge detection and clustering. You’ll also analyze regions of interest and calculate properties such as size, orientation, and location. By the end of this course, you’ll be able to separate and analyze regions in your own images. You’ll apply your skills to segment an MRI image of a brain to separate different tissues.
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Course by
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Self Paced
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10 hours
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English
Introduction to Seaweeds
This course was produced by the Algae Technology Educational Consortium and UC San Diego with funding from the Algae Foundation, the National Renewable Energy Lab, and the U.S. Department of Energy.
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Course by
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Self Paced
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27 hours
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English
Siamese Network with Triplet Loss in Keras
In this 2-hour long project-based course, you will learn how to implement a Triplet Loss function, create a Siamese Network, and train the network with the Triplet Loss function.
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Course by
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Self Paced
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2 hours
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English
Attention Mechanism - Italiano
Questo corso ti introdurrà al meccanismo di attenzione, una potente tecnica che consente alle reti neurali di concentrarsi su parti specifiche di una sequenza di input. Imparerai come funziona l'attenzione e come può essere utilizzata per migliorare le prestazioni di molte attività di machine learning, come la traduzione automatica, il compendio di testi e la risposta alle domande.
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Course by
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Self Paced
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1 hour
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English
Anti-Racism II
Anti-Racism II is an intermediate course between Anti-Racism I and Anti-Racism III, focusing on the topic of race, racism, and strategies regarding how to be an anti-racist. Anti-Racism II is for anyone who has previously taken Anti-Racism I, or who has basic knowledge of the racial issues plaguing the United States, and globally. Anti-Racism I focused upon how to have open dialogue and conversations about race and racism. Anti-Racism II takes on the vital role assisting students in guiding their own conversations regarding race, and additionally gender and sexuality.
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Course by
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Self Paced
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20 hours
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English
Building Transformations and Preparing Data with Wrangler in Cloud Data Fusion
This is a self-paced lab that takes place in the Google Cloud console. In this lab you’ll be working with Wrangler directives which are used by the Wrangler plugin, the “Swiss Army Knife” of plugins in the Data Fusion platform, so that your transformations are encapsulated in one place and we can group transformation tasks into manageable blocks.
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Course by
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Self Paced
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2 hours
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English
Creating Global Brands with Jagdish Sheth
It is becoming increasingly important to expand into foreign markets in order to achieve significant growth. This requires creating global brands such as IBM, Microsoft, Amazon, Starbucks, and Walmart. Global brands need to transcend cultural differences as well as compliance across countries with respect to logo, color, and other branding elements.
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Course by
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Self Paced
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5 hours
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English
How to optimize your Instagram Business Profile
After completing this project, you will have learned how to optimize your Instagram Business Profile to better reach your target audience on Instagram. The goal of this project is to improve and optimize your Instagram Business profile in order to attract users. An Instagram Business Account allows you to advertise your business on the social media platform Instagram by publishing and sharing ads and photos with your target group. Today, you will learn various techniques that will help you improve your Instagram Business profile and to successfully advertise your brand on Instagram.
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Course by
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Self Paced
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3 hours
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English
AWS CodePipeline Beginner's Guide
In this 2-hour long project-based course, you will learn to create AWS CodePipeline using AWS services like AWS CodeCommit, AWS CodeBuild and AWS CodeDeploy.
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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 Prezi for small businesses
This project will allow you to discover Prezi, an online platform for designing presentations and marketing content of all kinds. You will learn about the features of Prezi and be able to create various attractive and animated visuals for your small business. This project is for small business owners who would like to learn how to use Prezi to create marketing content to boost sales and brand awareness.
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Course by
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Self Paced
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3 hours
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English
Capstone and Practice Exam
Capstone and Practice Exam is the seventh course in the Microsoft Azure Security Engineer Associate Professional Certificate training program. It allows you to apply the skills gained from the previous six courses and pr…
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Course by
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Self Paced
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English
Religious Transformation in Early China: the Period of Division
This sequence of four courses will propose a multi-disciplinary approach to the study of Chinese cultural history conceived of as a succession of modes of rationality (philosophical, bureaucratic, and economic). The focus will be on the moments of paradigm shift from one mode of rationality to another.
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Course by
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Self Paced
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22 hours
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English
Strategies for Success in your Music Career
Are you a passionate musician looking to take your career to the next level? Do you dream of making your mark on the music industry, but aren't sure where to start? Achieving long-term success goes beyond talent and musical prowess. In this course, you will learn a range of critical skills that are essential for any aspiring or established musician to thrive in their career. You will take inventory of your abilities and skillsets and gain clarity on your unique strengths and areas for development.
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Course by
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Self Paced
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11 hours
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English
Using Sensors With Your Raspberry Pi
This course on integrating sensors with your Raspberry Pi is course 3 of a Coursera Specialization and can be taken separately or as part of the specialization. Although some material and explanations from the prior two courses are used, this course largely assumes no prior experience with sensors or data processing other than ideas about your own projects and an interest in building projects with sensors. This course focuses on core concepts and techniques in designing and integrating any sensor, rather than overly specific examples to copy.
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Course by
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Self Paced
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9 hours
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English
Advanced Data Modeling
Develop a working knowledge and familiarity with advanced database concepts such as usage, modeling, automation, storage, optimization and administration. To take this course, you must have completed the previous Database courses. You must also be eager to continue your journey with coding. The Professional Certificates create opportunities so that anyone regardless of education, background or experience can learn high-quality skills to land a high-growth career—no degree or experience required to get started.
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Course by
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Self Paced
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18 hours
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English
Fundamentals of entrepreneurship in the family business
Nowadays, family businesses are indispensable in our economy. However, it is very important to identify the tools and strategies of success that allow them to transcend in a competitive environment.
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Course by
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Self Paced
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23 hours
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English
The Talmud: A Methodological Introduction
The Talmud is one of the richest and most complicated works of literature the world has ever known. Since being composed around 1500 years ago it has inspired not only religious reverence but significant intellectual engagement. In this course learners will be introduced to the unique characteristics of this text and the challenges that inhere in studying it while studying a chapter of the Talmud. Students of the course can expect to develop an appreciation for how the Talmud works and why it continues to inspire religious and intellectual devotion.
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Course by
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Self Paced
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15 hours
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English
Global Disease Masterclass: Non-communicable Diseases
Welcome to this course on the aetiology, epidemiology and interventions for non-communicable diseases of the Global Diseases Masterclass. We’ve selected four disease areas and will go through each in turn. The diseases we’ve chosen are: Colorectal Cancer, Cardiovascular Disease (CVD), Dementia, and Diabetes. We have selected these non-communicable diseases because they span a range of different types of disease process and because of the expertise and experience that our School of Public Health has in these areas.
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Course by
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Self Paced
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17 hours
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English
Fandom, Social Media, and Authenticity in the Digital Age
"Fandom, Social Media, and Authenticity in the Digital Age" focuses your attention on the interconnected dynamics of identity, representation, interpretation, and self-reflection. It asks the question: how, where, and with whom do we inhabit the worlds of fandom and popular culture in the digital age? We will explore the role of digital media in the production of celebrity and fandom, using social media tools and platforms as a running case study.
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Course by
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Self Paced
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16 hours
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English
Introduction to JavaScript
In this beginning-level course you will discover where JavaScript fits into the world of web development. Through hands-on exercises, you will use the Notepad++ text editor to embed JavaScript code to an existing HTML document. As you code a simple JavaScript program to provide user interaction you will learn to recognize and apply syntax rules and coding standards associated with JavaScript.
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Course by
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Self Paced
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3 hours
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English
Basic Image Classification with TensorFlow
In this 2-hour long project-based course, you will learn the basics of using Keras with TensorFlow as its backend and use it to solve a basic image classification problem. By the end of this project, you will have created, trained, and evaluated a Neural Network model that will be able to predict digits from hand-written images with a high degree of accuracy. You also will have learned the fundamentals of neural networks, TensorFlow, and Keras. Note: This course works best for learners who are based in the North America region.
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Course by
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Self Paced
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2 hours
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English