Generative AI for Business Leaders
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How Google does Machine Learning
Our Courses
Customer Support digital transformation with HubSpot
In this 1-hour long project-based course, you will learn how to identify the concept of business digital transformation, as well as the different types of business digitization, how to determine the role of customer support in your company and identify the customer support processes, how define Customer Relationship Management (CRM) and interpret the importance of using it in your business context and how to customize your own CRM using the HubSpot CRM tool.
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Course by
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Self Paced
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3 hours
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English
Narrative Economics
Dear Potential Learner,
Please take some time to read through this note before deciding to enroll.
This course, Narrative Economics, is relatively short and proposes a simple concept: we need to incorporate the contagion of narratives into our economic theory. You can think of narratives as stories that shape public beliefs, which in turn influence our decision making. Understanding how people arrived at certain decisions in the past can aid our understanding of the economy today and improve our forecasts of the future.
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Course by
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Self Paced
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6 hours
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English
Work with Components in Figma
Components are popular in engineering and used for building user interfaces and games.
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Course by
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Self Paced
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1 hour
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English
Cloud Computing Law: Data Protection and Cybersecurity
Vast amounts of personal information are processed in the cloud. But who is legally responsible for such ‘personal data’ in cloud environments? What duties do cloud providers like Amazon, Microsoft, and Google have? And what rights can you, as an individual, exercise under data protection law? If you’d like to find out, then this course is for you!
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Course by
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Self Paced
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17 hours
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English
Build a Server Rendered Website with Next.js
By the end of this project, you will use Build a Server Rendered Website with Next.
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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 Google Workspace Administration
Introduction to Google Workspace Administration is the first course in the Google Workspace Administration series of courses.
This series will serve as the starting place for any new Google Workspace admin as they begin their journey of managing and establishing Google Workspace best practices for their organization. These courses together will leave you feeling confident to utilize the basic functions of the admin console to manage users, control access to services, configure security settings, and much more.
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Course by
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Self Paced
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5 hours
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English
Medical Diagnosis using Support Vector Machines
In this one hour long project-based course, you will learn the basics of support vector machines using Python and scikit-learn.
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Course by
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Self Paced
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2 hours
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English
Digital Forensics Essentials (DFE)
Digital Forensics Essentials helps learners increase their competency and expertise in digital forensics and information security skills, thereby adding value to their workplace and employer.
This course will introduce learners to Computer Forensics Fundamentals as well as the Computer Forensics Investigation Process. Plan to learn about Dark Web, Windows, Linux, Malware Forensics, and so much more! The interactive labs component of this course ensures that learners receive the hands-on, practical experience required for a future in digital forensics.
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Course by
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Self Paced
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25 hours
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English
Distributed Programming in Java
This course teaches learners (industry professionals and students) the fundamental concepts of Distributed Programming in the context of Java 8. Distributed programming enables developers to use multiple nodes in a data center to increase throughput and/or reduce latency of selected applications.
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Course by
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Self Paced
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18 hours
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English
Communicate UX Research with Empathy Maps in Miro
By the end of this project, you will be able to leverage applied empathy to interpret User Experience research so that it can be effectively communicated within an empathy map visualization.
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Course by
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Self Paced
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2 hours
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English
Analyze Survey Data with Tableau
Surveys are used in a variety of scenarios, both in businesses and in research.
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Course by
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Self Paced
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3 hours
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English
Demand Forecasting Using Time Series
This course is the second in a specialization for Machine Learning for Supply Chain Fundamentals. In this course, we explore all aspects of time series, especially for demand prediction. We'll start by gaining a foothold in the basic concepts surrounding time series, including stationarity, trend (drift), cyclicality, and seasonality. Then, we'll spend some time analyzing correlation methods in relation to time series (autocorrelation). In the 2nd half of the course, we'll focus on methods for demand prediction using time series, such as autoregressive models.
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Course by
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Self Paced
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9 hours
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English
Introduction to CSS in Web Development
In this beginning-level course you will explore the use of CSS (Cascading Style Sheets) in web development.
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Course by
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Self Paced
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3 hours
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English
Population Health: Syndemics
Do you wish to contribute to breaking cycles of ill-health in disadvantaged populations? And explore co-occurrence of diseases, such as substance abuse, infectious and chronic disease, and the relation with social factors (disparities)?
Are you disappointed in the poor effectiveness of interventions for combined social and medical problems?
Then this syndemics course might provide you with some answers.
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Course by
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Self Paced
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21 hours
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English
Simple Regression Analysis in Public Health
Biostatistics is the application of statistical reasoning to the life sciences, and it's the key to unlocking the data gathered by researchers and the evidence presented in the scientific public health literature. In this course, we'll focus on the use of simple regression methods to determine the relationship between an outcome of interest and a single predictor via a linear equation. Along the way, you'll be introduced to a variety of methods, and you'll practice interpreting data and performing calculations on real data from published studies.
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Course by
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Self Paced
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14 hours
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English
Anatomy & Physiology: Levels of Organization
This course will provide a basic introduction to the human body. It will examine common organizational patterns and terms in anatomy. It will also provide a micro-level view of essential elements and compounds at the atomical and molecular level before expanding to the cellular and tissue levels. Finally, we will look at how tissue can form organs and even an entire organ system with the skin through our look at the Integumentary System.
This course provides a strong foundation upon which the future system-based courses in the specialization will build!
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Course by
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Self Paced
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10 hours
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English
Data Manipulation and Management using MYSQL Workbench
By the end of this project, you will be able to manage data efficiently in a specific database using MYSQL Workbench.
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Course by
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Self Paced
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3 hours
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English
Machine Learning Models in Science
This course is aimed at anyone interested in applying machine learning techniques to scientific problems. In this course, we'll learn about the complete machine learning pipeline, from reading in, cleaning, and transforming data to running basic and advanced machine learning algorithms. We'll start with data preprocessing techniques, such as PCA and LDA. Then, we'll dive into the fundamental AI algorithms: SVMs and K-means clustering. Along the way, we'll build our mathematical and programming toolbox to prepare ourselves to work with more complicated models.
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Course by
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Self Paced
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12 hours
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English
Cybersecurity Policy for Aviation and Internet Infrastructures
In this course we will examine the aviation and Internet infrastructures, and various policies that have been developed to help guide and strengthen their cybersecurity programs. The aviation and Internet infrastructures are also considered "lifeline infrastructure" as part of the transportation and communications sectors. Both subsectors are overseen by the Department of Homeland Security National Protection and Programs Directorate which manages the DHS National Infrastructure Protection Program.
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Course by
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Self Paced
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10 hours
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English
Configure and Verify OSPF Operation
Welcome to the CCNA 1.6: Configuring and Verifying OSPF operation.
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Course by
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Self Paced
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3 hours
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English
Use SurveyMonkey to Create a Survey and Analyze Results
In this project, we will walk through the survey making process and explore the many ways that SurveyMonkey streamlines and simplifies data collection.
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Course by
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Self Paced
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2 hours
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English
Motivating Gen Z Learners: What Parents and Teachers Need to Know
The purpose of this course is to equip parents and educators with the knowledge of motivational theories and their application in real-life contexts. Following the storyline of two children, Bob and Sarah, course participants are presented with a variety of problem scenarios. These depict common motivational issues that the participants can resolve using the motivational principles described in the course.
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Course by
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Self Paced
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8 hours
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English
Create a quiz using Microsoft Forms
At the end of this project you will have created an online questionnaire, aimed at students, employees, or your team.
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Course by
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Self Paced
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1 hour
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English
Facial Expression Recognition with Keras
In this 2-hour long project-based course, you will build and train a convolutional neural network (CNN) in Keras from scratch to recognize facial expressions.
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Course by
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Self Paced
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2 hours
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English
Financial Statement Analysis
In the final course of this certificate, you will apply your skills towards financial statement analysis. If you have the foundational concepts of accounting under your belt, you are ready to put them into action in this course. Here, you will learn how to reconcile different types of accounts, check for accuracy, and troubleshoot errors. Additionally, you will practice how to apply different analytical methods to key financial statements and understand how these methods inform a variety of business decisions.
By the end of this course, you will be able to:
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Course by
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Self Paced
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18 hours
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English