Generative AI for Business Leaders
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How Google does Machine Learning
Our Courses
Awwvision: Cloud Vision API from a Kubernetes Cluster
This is a self-paced lab that takes place in the Google Cloud console. This hands-on lab uses Kubernetes and Cloud Vision API to create an example of how to use the Vision API to classify (label) images from Reddit’s /r/aww subreddit and display the labelled results in a web app.
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Self Paced
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1 hour
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English
Make a GraphQL Server with ExpressJS
Make a GraphQL Server with ExpressJS
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Course by
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Self Paced
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3 hours
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English
Full Stack Cloud Development Capstone Project
Show your mastery of full stack and cloud native application development by completing this capstone project! In this course, you will apply your knowledge and skills to a real-life inspired challenge and use your expertise to develop a successful solution.
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Self Paced
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16 hours
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English
Developing Innovative Ideas for Product Leaders
For product leaders, creating new new products and improving existing products are imperatives for success. Maturing technologies and aging product portfolios are requiring companies to discover, develop, and deliver products that customers love. This course is focused on the first step of this journey, identifying and evaluating new product opportunities.
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Self Paced
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13 hours
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English
Intermediate Object-Oriented Programming for Unreal Games
This course is the fourth and final course in the Specialization about learning how to develop video games using the C++ programming language and the Unreal game engine on Windows or Mac.
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Self Paced
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16 hours
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English
Exploring Renewable Energy Schemes
What do you picture when you hear the term “renewable energy?” Do you imagine fields of solar panels, giant windmills, or huge hydroelectric dams? Those are all examples of large-scale, grid-tied systems. In this course, we’ll go much smaller and focus on off-grid, stand-alone systems.
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Course by
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Self Paced
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15 hours
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English
Build an expense tracker app in Django
In this project, you'll develop a web app for Rumi Press, a book distribution company, that helps the company manage its distribution expenses.
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Self Paced
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3 hours
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English
Importing Data into R
In this 1-hour long project-based course, you will learn how to read all sorts of data and import them into R, including CSV files, Excel files, data from other statistical software, the web and from relational databases.
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Course by
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Self Paced
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3 hours
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English
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.
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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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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.
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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.
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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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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.
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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.
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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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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. For each of these moments, cultural facts and artifacts—thought, literature, ritual—will be examined in relationship to changing social, political, and economic systems.
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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.
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Course by
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Self Paced
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11 hours
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English