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Our Courses
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
Big Data Analysis to a Slide Presentation
This is a self-paced lab that takes place in the Google Cloud console.
This lab leverages two Google developer platforms: G Suite and Google Cloud Platform (GCP). It uses GCP's BigQuery API, Sheets, and Slides to collect, analyze and present data.
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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 Image Generation - 日本語版
このコースでは拡散モデルについて説明します。拡散モデルは ML モデル ファミリーの一つで、最近、画像生成分野での有望性が示されました。拡散モデルは物理学、特に熱力学からインスピレーションを得ています。ここ数年、拡散モデルは研究と産業界の両方で広まりました。拡散モデルは、Google Cloud の最先端の画像生成モデルやツールの多くを支える技術です。このコースでは、拡散モデルの背景にある理論と、モデルを Vertex AI でトレーニングしてデプロイする方法について説明します。
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Course by
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Self Paced
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English
Build your business brand using Canva
In this guided project we will learn about how you can define your business brand and how you can use the Canva platform to do so.
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Course by
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Self Paced
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4 hours
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English
Leveraging Amazon S3 as Google Cloud CDN Origin
This is a self-paced lab that takes place in the Google Cloud console.
In this lab, you set up an Amazon Simple Storage Service (S3) as an origin for Cloud CDN
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Course by
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Self Paced
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1 hour
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English
Cybersecurity Capstone Project
This course presents an intensive experience during which students build a software system they intend to be secure, and then attempt to show that other students' projects are insecure, by finding flaws in them.
A Note on Capstone Frequency:
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Course by
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Self Paced
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4 hours
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English
Database Clients
Explore how to write database driven applications in Python by creating various types of clients that connect to MySQL databases using Python code and Python-related MySQL features and tools.
By the end of this course, you’ll be able to:
- Utilize Python code to create, populate and manipulate MySQL databases and tables
- Access advanced functionality in MySQL using custom built Python clients
- Develop working familiarity with advanced topics in MySQL
- Apply the principles of advanced MySQL topics to problem solving using Python
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Course by
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Self Paced
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40 hours
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English
Interpersonal Communication for Engineering Leaders
This course covers communication skills that engineering leaders use every day to motivate, inspire, and support the people in their organizations.
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Course by
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Self Paced
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22 hours
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English
Build a Twitter Clone Front-End with ReactJS
In this 1-hour 20-minutes long project-based course, you will learn how to create a fully functioning Front-End for a Twitter clone with ReactJS.
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Course by
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Self Paced
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3 hours
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English
Create a High-Fidelity Prototype with Figma
In this 1 hour guided project, you will first learn the fundamental principles of high-fidelity prototyping.
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Course by
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Self Paced
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4 hours
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English
Perform exploratory data analysis on retail data with Python
In this project, you'll serve as a data analyst at an online retail company helping interpret real-world data to help make key business decisions.
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Course by
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Self Paced
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3 hours
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English
Using SAS Viya REST APIs with Python and R
SAS Viya is an in-memory distributed environment used to analyze big data quickly and efficiently. In this course, you’ll learn how to use the SAS Viya APIs to take control of SAS Cloud Analytic Services from a Jupyter Notebook using R or Python. You’ll learn to upload data into the cloud, analyze data, and create predictive models with SAS Viya using familiar open source functionality via the SWAT package -- the SAS Scripting Wrapper for Analytics Transfer. You’ll learn how to create both machine learning and deep learning models to tackle a variety of data sets and complex problems.
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Course by
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Self Paced
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18 hours
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English
Hands-On Labs in Google Cloud for Networking Engineers
This course consists of a series of labs, designed to provide the learner hands-on experience performing a variety of tasks pertaining to setup and maintenance of their Google VPC networks.
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Course by
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Self Paced
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6 hours
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English