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Our Courses
Introduction to Image Generation - 繁體中文
本課程將介紹擴散模型，這是一種機器學習模型，近期在圖像生成領域展現亮眼潛力。概念源自物理學，尤其深受熱力學影響。過去幾年來，在學術界和業界都是炙手可熱的焦點。在 Google Cloud 中，擴散模型是許多先進圖像生成模型和工具的基礎。課程將介紹擴散模型背後的理論，並說明如何在 Vertex AI 上訓練和部署這些模型。
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Course by
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Self Paced
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English
Relational Modeling in Dia
In this course you will learn to interpret and draw a relational model through hands-on exercises using a diagramming tool called “Dia”. You will complete the final step in the database design process as you convert the logical design documented in an Entity Relationship Diagram into a Relational Model. During the conversion, you will investigate relational modeling rules and practice modeling techniques as you learn to resolve one-to-many and many-to-many relationships using foreign keys and bridge tables.
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Self Paced
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2 hours
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English
From Excel to Power BI
Are you using Excel to manage, analyze, and visualize your data? Would you like to do more? Perhaps you've considered Power BI as an alternative, but have been intimidated by the idea of working in an advanced environment. The fact is, many of the same tools and mechanisms exist across both these Microsoft products. This means Excel users are actually uniquely positioned to transition to data modeling and visualization in Power BI! Using methods that will feel familiar, you can learn to use Power BI to make data-driven business decisions using large volumes of data.
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Self Paced
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3 hours
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English
Semiconductor Packaging Manufacturing
This course will provide information on the various stages of semiconductor package manufacturing, including sort, assembly, and final test. In addition, we will also describe how to select, build, and test the packages with the die and other components to ensure the quality of the package and total assembly performance. We will also discuss the role of Process Control Systems in semiconductor manufacturing as they relate to quality testing. Specifically, we will explore how Process Control Systems can help identify and correct process problems that cause variation and quality issues.
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Course by
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Self Paced
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9 hours
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English
Compare Models with Experiments in Azure ML Studio
Did you know that you can compare models in Azure Machine Learning? In this 1-hour project-based course, you will learn how to log plots in experiments, log numeric metrics in experiments and visualize metrics in Azure Machine Learning Studio. To achieve this, we will use one example data, train a couple of machine learning algorithms in Jupyter notebook and visualize their results in Azure Machine Learning Studio Portal interface. In order to be successful in this project, you will need knowledge of Python language and experience with machine learning in Python.
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Self Paced
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4 hours
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English
Web Application Development: Basic Concepts
This is the first course in a Coursera Specialization track involving Web Application Architectures. This course will give you the basic background, terminology and fundamental concepts that you need to understand in order to build modern full stack web applications. A full stack web developer is familiar with each "layer" of the software technologies involved in a web application, including data modeling and database technologies, the web server environment and middleware components, network protocols, the user interface and basic visual design and user interaction concepts.
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Self Paced
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19 hours
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English
Create Python Linux Script to Generate a Disk Usage Report
There are many choices when it comes to writing scripts on Linux.
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Self Paced
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3 hours
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English
A Voice of Their Own. Women's Spirituality in the Middle Ages.
Have you ever heard about medieval mysticism or medieval heresies? Have you ever wondered about the particular role women played in medieval spirituality? Do Hildegard of Bingen, Clare of Assisi, Marguerite Porete, the Cathar ladies or Isabel de Villena ring a bell? Have you ever felt like you wanted to know more about them? If your answer to any of these questions was yes, then this MOOC, A voice of their own. Women’s spirituality in the Middle ages is what you were looking for. A Voice of their own is much more than a course.
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Self Paced
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12 hours
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English
Operate Alibaba Cloud Systems and Services
Course description: ACA System Operator Certification Preparation Course is intended for individuals who have technical expertise in deployment, management and operations on Alibaba Cloud. It’s recommended for System administrators with at least one year of experience in deployment, management, and operations on Alibaba Cloud. ACA System Operator Certification is intended for individuals who have technical expertise in deployment, management, and operations on Alibaba Cloud.
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Self Paced
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7 hours
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English
Introduction to the Threat Intelligence Lifecycle
Today, we are faced with the increasing challenges of dealing with more aggressive and persistent threat actors, while being inundated with information, which is full of misinformation and false flags across multiple, unconnected systems.
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Self Paced
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15 hours
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English
Building Candlestick Charts with Google Sheets
In this 1-hour long project-based course, you will learn how to extract stock price data from public sources, build Japanese candlestick charts and customize them, interpret stock price charts and draw conclusions. This course runs on Coursera's hands-on project platform called Rhyme. On Rhyme, you do projects in a hands-on manner in your browser. You will get instant access to pre-configured cloud desktops containing all of the software and data you need for the project. Everything is already set up directly in your Internet browser so you can just focus on learning.
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Self Paced
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2 hours
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English
Emergency Care: Pregnancy, Infants, and Children
Welcome to the final course of lectures in your quest to master EMT basics. In this course, we will cover some of the highest-stress patient populations: pregnant patients and kids, also known as pediatrics. To wrap up your EMT knowledge we will end this course with information about hazmat situations, extricating patients from tight spots and finally how you write a note about your patient care.
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Self Paced
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16 hours
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English
Diversity and Inclusion in Education
Student diversity is becoming the rule rather than the exception in education systems across the world. Students bring to classroom different characteristics such as ability and disability, socio-economic background, race, ethnicity, and cultural background, beliefs and religion, and gender characteristics. The United Nations’ Sustainable Development Goal 4 aims to ensure inclusive and equitable quality education and promote lifelong learning opportunities for all (United Nations, 2015).
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Course by
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Self Paced
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18 hours
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English
Redacting Sensitive Data with Cloud Data Loss Prevention
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn the basic capabilities of Cloud Data Loss Prevention and the various ways it can be used to protect data.
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Self Paced
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1 hour
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English
Introduction to Python
In today’s society, uses for new technologies are broadening in scope and revolutionizing the world. Many new technologies automate redundant tasks so people may complete tasks of greater priority. These new automated technologies depend on the constant innovation of software. To develop software that can increase our efficiency and change the world for the better, it is vital to understand how to code using different programming languages.
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Self Paced
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3 hours
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English
Create a Business proposal with Visme for businesses
At the end of this project, you will have all the basic skills to create a Business proposal using Visme, an online tool for designing and editing Marketing visuals. You will be able to design a professional Business proposal in which you describe your company and your offer in detail. This project is intended for professionals of all levels, small and medium-sized businesses, people who have never used Visme to create business content. It is ideal for those who would like to use Visme for their professional projects.
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Self Paced
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1 hour
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English
Neural Style Transfer with TensorFlow
In this 2-hour long project-based course, you will learn the basics of Neural Style Transfer with TensorFlow.
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Self Paced
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2 hours
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English
R Programming and Tidyverse Capstone Project
In this third and final course of the "Expressway to Data Science: R Programming and Tidyverse" specialization you will reinforce and display your R and tidyverse skills by completing an analysis of COVID-19 data! Here is a chance to apply your skills to a real-world dataset that has effected all of us. Throughout the capstone, you will import COVID-19 data; clean, tidy, and join datasets; and develop visualizations. You will also provide some analysis and interpretation to your results, preparing you for your journey into data science.
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Self Paced
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10 hours
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English
Google Calendar: Getting Started
This is a Google Cloud Self-Paced Lab. Learn how to use Google Calendar to schedule meetings and events and get reminders about upcoming activities. You can also share your schedule with others and create multiple calendars that you and your team can use together. You can complete this lab in 10-15 minutes or use the extra time to explore Google Calendar.
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Self Paced
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1 hour
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English
Manage Identities and Governance in Azure
Manage Identities and Governance in Azure Course is the first course of the Exam Prep AZ-104: Microsoft Azure Administrator Associate Specialization. This course is designed to describe the basics of Azure Administrator related to using multiple Azure services. This course includes an overview of a basic Introduction to Azure services, Azure AD, Access Control Management, RBAC, Azure Subscriptions, and Governance. This course is basically divided into four modules and Lessons and Video Lectures further segment each module.
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Self Paced
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7 hours
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English
Shaping Urban Futures
If we are to make sense of the future of humanity, we must understand the future of the city.
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Self Paced
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21 hours
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English
Doing Economics: Measuring Climate Change
This course will give you practical experience in working with real-world data, with applications to important policy issues in today’s society. Each week, you will learn specific data handling skills in Excel and use these techniques to analyse climate change data, with appropriate readings to provide background information on the data you are working with.
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Self Paced
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15 hours
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English
Getting Started with Data Warehousing and BI Analytics
Kickstart your Data Warehousing and Business Intelligence (BI) Analytics journey with this self-paced course. You will learn how to design, deploy, load, manage, and query data warehouses and data marts. You will also work with BI tools to analyze data in these repositories.
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Self Paced
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17 hours
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English
Stepping Up: Preparing Yourself for Leadership
In this course, you will explore the importance of self awareness and feedback, as well as issues such as bias and imposter syndrome. As a leader, it is important to know when to step in and lead, as well as how to establish boundaries and resolve conflict.
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Self Paced
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19 hours
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English
The Improve Phase for the 6 σ Black Belt
This course is designed for professionals interested in learning the principles of Lean Sigma, the DMAIC process and DFSS. This course is number 6 of 8 in this specialization dealing with topics in the Improve Phase of Six Sigma Professionals with some completed coursework in statistics and a desire to drive continuous improvement within their organizations would find this course and the others in this specialization appealing. Method of assessment consists of several formative and summative quizzes and a multi-part peer reviewed project completion regiment.
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Course by
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Self Paced
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English