Generative AI for Business Leaders
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How Google does Machine Learning
Our Courses
A Circular Economy of Metals: Towards a Sustainable Societal Metabolism
Metals are present everywhere around us and are one of the major materials upon which our economies are built. Economic development is deeply coupled with the use of metals. During the 20th century, the variety of metal applications in society grew rapidly. In addition to mass applications such as steel in buildings and aluminium in planes, more and more different metals are in use for innovative technologies such as the use of the speciality metal indium in LCD screens. A lot of metals will be needed in the future. It will not be easy to provide them.
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Course by
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Self Paced
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40 hours
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English
MongoDB Aggregation Framework
This course will teach you how to perform data analysis using MongoDB's powerful Aggregation Framework. You'll begin this course by building a foundation of essential aggregation knowledge. By understanding these features of the Aggregation Framework you will learn how to ask complex questions of your data.
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Course by
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Self Paced
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19 hours
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English
Getting Started with Version Control in RStudio
Welcome to this project-based course Getting Started with Version Control in RStudio.
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Course by
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Self Paced
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2 hours
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English
Foundations of Business Intelligence
This is the first of three courses in the Google Business Intelligence Certificate, which will help develop the skills needed to apply for entry-level roles as a business intelligence (BI) professional. People who work in BI help organizations access the right data, use data to help businesses grow and improve, and put insights into action. In this course, you’ll discover the role of BI professionals within an organization and explore BI tools you can use on the job.
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Course by
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Self Paced
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25 hours
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English
How to get more followers by creating a video tweet
By the end of this project, you will be able to create a video Tweet that will appeal to your following on Twitter. You will learn about direct uploads of unpolished videos and how to create polished videos in Canva to create simple yet effective videos to get more followers on Twitter. We will discuss the generally accepted rules and guidelines for creating great tweets to accompany your video. This is a great tool to use if you have plans to use Twitter and would like to improve your following on Twitter. Familiarity with Twitter and a free Canva account is required for this project.
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Course by
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Self Paced
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1 hour
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English
Create Successful Pinterest Pins for Business in Canva
By the end of this project you will understand the secret behind creating successful and click-worthy Pinterest pins using Canva for your own Business. You will learn Pinterest pin format guidelines, best practices and a few tips/hacks of designing click-worthy pins and finally we are going to learn how to take call to action and publish these pins to Pinterest directly from Canva.
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Course by
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Self Paced
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4 hours
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English
Dart Functions Framework
This is a self-paced lab that takes place in the Google Cloud console.
Explore using Dart Function Frameworks in a Flutter application. Example based on this demo.
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Course by
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Self Paced
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1 hour
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English
SRS Documents: Requirements and Diagrammatic Notations
As requirements are being gathered and prioritized, they also need to be documented. In Diagrammatic Notations and Software Requirements Specification Writing, we discuss and practice the process of turning requirements into something readable to the customers at a high level, and the developers. When a designer or developer reads your document, they should be able to understand the overall idea, the scope, the domain, the resources, the expectations, and why alternative choices are not selected.
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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 Systems and Network Mapping with Kumu
In this 1-hour long project-based course, you will create an interactive multi-elements relationship map, as well as design visualizations for a real-world social network, based on metrics analyses.
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Course by
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Self Paced
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3 hours
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English
Introduction to Creative Thinking: Tools for Success
Creativity concerns the development of new ideas. Throughout human history, the application of ideas has led to transformations of our daily lives and society. Modern business activity thrives on recently developed ideas, and it is through creativity that we address both challenges and opportunities. In this module, we will help you develop your implicit understanding and skills in creativity. You will be introduced to a series of creativity tools that can be used to augment the ideas you might come up with independently.
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Course by
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Self Paced
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13 hours
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English
Facilitate Online Discussions with Eduflow
In this project, you will create and learn how to facilitate an online discussion with Eduflow.
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Course by
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Self Paced
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2 hours
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English
K-Means Clustering 101: World Happiness Report
In this case study, we will train an unsupervised machine learning algorithm to cluster countries based on features such as economic production, social support, life expectancy, freedom, absence of corruption, and generosity. The World Happiness Report determines the state of global happiness. The happiness scores and rankings data has been collected by asking individuals to rank their life from 0 (worst possible life) to 10 (best possible life).
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Course by
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Self Paced
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3 hours
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English
Create Conditional Survey Forms using Zoho Forms
Welcome to this project on Create Conditional Survey Forms using Zoho Forms.
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Course by
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Self Paced
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3 hours
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English
Design Thinking: Ideas to Action
Welcome, designers! In this course, developed at the Darden School of Business at the University of Virginia, you will carry on the design thinking process begun in our Insights to Inspiration course, beginning with the eighth step in our 14-Step process, bringing the ideas you developed in our Insights to Inspiration course to action. We start this course by asking, “What if?” We’ll use brainstorming in a new and creative way to generate solutions to your challenge, and then learn to take those raw ideas and synthesize them into important concepts.
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Course by
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Self Paced
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14 hours
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English
Nanotechnology: A Maker’s Course
How can we create nano-structures that are 10,000 times smaller than the diameter of a human hair? How can we “see” at the nano-scale? Through instruction and lab demonstrations, in this course you will obtain a rich understanding of the capabilities of nanotechnology tools, and how to use this equipment for nano-scale fabrication and characterization. The nanoscale is the next frontier of the Maker culture, where designs become reality.
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Course by
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Self Paced
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English
Moving to the Cloud
The cloud is taking business by storm. In fact, due to the extraordinary growth of the cloud, it has been described as a tornado, not a fluffy white floating object! Commercial research analysts consider cloud as one of the most significant trends with a potential to change the whole global IT industry. Governments, including those in the US, Britain, and Australia, have cloud-first policies now in place which mandate cloud over non-cloud services in ICT procurement.
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Course by
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Self Paced
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19 hours
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English
How to fulfill orders on Facebook
In this guided project, you will learn how to use Facebook Marketplace to buy and sell items on the platform, list items for sale through creating a new listing and selecting different available options, ship your own orders after creating your lists of products, and understanding the payment methods. By the end of this project, you will have learned how to use Facebook Marketplace, buy and sell products on Facebook, and build your own marketing portfolio.
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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 PyMC3 for Bayesian Modeling and Inference
The objective of this course is to introduce PyMC3 for Bayesian Modeling and Inference, The attendees will start off by learning the the basics of PyMC3 and learn how to perform scalable inference for a variety of problems. This will be the final course in a specialization of three courses .Python and Jupyter notebooks will be used throughout this course to illustrate and perform Bayesian modeling with PyMC3.. The course website is located at https://sjster.github.io/introduction_to_computational_statistics/docs/index.html.
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Course by
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Self Paced
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12 hours
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English
Cloud Essentials & Usage
The Cloud Essentials portion of this course will assist the learner in identifying all the critical aspects of Cloud Architecture. At the end of the course they will demonstrate good comprehension of cloud technology and be able to define key XaaS offerings. In addition, key cloud consumption models will be addressed. This Cloud Usage portion of this course helps identify the fundamental enterprise business needs and cloud ecosystem for application development and deployment.
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Course by
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Self Paced
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4 hours
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English
Social Network Analysis
The "Social Network Analysis" course offers a comprehensive exploration of the intricate relationships within social networks, emphasizing the theoretical and practical applications of network analysis.
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Course by
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Self Paced
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10 hours
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English
Advanced Data Science Capstone
This project completer has proven a deep understanding on massive parallel data processing, data exploration and visualization, advanced machine learning and deep learning and how to apply his knowledge in a real-world practical use case where he justifies architectural decisions, proves understanding the characteristics of different algorithms, frameworks and technologies and how they impact model performance and scalability.
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Course by
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9 hours
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English
SQL Window Functions for Analytics
Welcome to this project-based course SQL Window Functions for Analytics. This is a hands-on project that will help SQL users use window functions extensively for database insights. In this project, you will learn how to explore and query the project-db database extensively. We will start this hands-on project by retrieving the data in the table in the database. By the end of this 2-hour-and-a-half-long project, you will be able to use different window functions to retrieve the desired result from a database.
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Course by
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Self Paced
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3 hours
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English
Building Virtual Agent Fulfillment
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will continue working on your Pigeon Travel chat agent and add context as well as setup fulfillment to lookup and store reservations entries in Firestore.
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Course by
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Self Paced
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2 hours
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English
The Olympic Games and the Media
This course gives you a complete insight into the communication and managerial techniques put into practice in the creation of the most important sporting mega event in the world. You will learn about the essentials of television production, programming strategies and television rights management of the Olympic Games. At the same time, you will gain valuable knowledge about the fundamentals of communication via social media and of the Olympic culture which is so closely connected with classic culture and humanism.
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Course by
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Self Paced
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11 hours
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English
Log Analytics on Google Cloud
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to use Cloud Logging to analyze your logs.
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Course by
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Self Paced
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1 hour
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English