Our Courses
Attention Mechanism - 繁體中文
本課程將介紹注意力機制,說明這項強大技術如何讓類神經網路專注於輸入序列的特定部分。此外,也將解釋注意力的運作方式,以及如何使用注意力來提高各種機器學習任務的成效,包括機器翻譯、文字摘要和回答問題。
- Course by
- Self Paced
- English
Create a JavaFX GUI with radio buttons and check boxes
In this project, you will create a simple GUI application in jGrasp using the JavaFX framework.
- Course by
- Self Paced
- 2 hours
- English
Drugs, drug use, drug policy and health
This MOOC is the first of its kind, since it addresses critical issues related to drugs from a multidisciplinary, health and human rights-based approach. Throughout the course you will cover a range of questions including what are drugs and why they controlled? What are the benefits and harms of taking drugs? How public health policies can address drug use?
- Course by
- Self Paced
- 30 hours
- English
Queering the Schoolhouse: LGBTQ+ Inclusion for Educators
In this course, you will learn about the history of LGBTQ+ issues in education and develop strategies for building more inclusive learning environments for students, teachers, and community members. This course will provide you with insights and equip you with strategies for exploring inclusion for lesbian, gay, bisexual, transgender, and queer or questioning learners in your specific professional context. Throughout the videos, reading assignments, and additional resources we’ve provided, you’ll be exposed to a range of concepts and techniques for enhancing LGBTQ+ inclusion.
- Course by
- Self Paced
- 12 hours
- English
AWS: Network Management and Operations
AWS:Network Management and Operations is the first course of "Exam Prep ANS-C01: AWS Certified Advanced Networking Specialty" Specialization. This ANS-C01 course helps in Designing and implementing Hybrid IT network architectures at scale. Learners will get a chance to evaluate Routing policies for hybrid IT architectures. Overall, this course will assist candidates in teaching design and implementation of AWS Networks.
- Course by
- Self Paced
- 10 hours
- English
Pivot Tables in Google Sheets
This is a self-paced lab that takes place in the Google Cloud console. Create pivot tables to quickly summarize large amounts of data and reference data using named ranges. Use functions and formulas to calculate descriptive statistics.
- Course by
- Self Paced
- 1 hour
- English
Building a Calculator using C# in Visual Studio
In this 1-hour long project-based course, we will introduce fundamental programming concepts and terminology to students who have never programmed before.
- Course by
- Self Paced
- 3 hours
- English
Mechanics & Origins of Bipedalism
This course will take you through the kinematics of human locomotion including modeling upright walking as a controlled fall, how muscles and bones work together to move individuals using a series of joints and levers, and how the abductor mechanism works to solve the “seesaw problem” of side-to-side wobbling. You will also understand how paleoanthropologists look for musculoskeletal adaptations in fossils to reconstruct how something in the past moved.
- Course by
- Self Paced
- 10 hours
- English
Caching and Datagroups with LookML
This is a Google Cloud Self-Paced Lab. In this lab, you will learn how caching works in Looker and explore how to use LookML objects called datagroups to define caching policies.
- Course by
- Self Paced
- 1 hour
- English
Software Design Methods and Tools
Since many software developers are compulsive coders, they have created software over the years to help them do their job. There are tools which make design and its associated tasks easier. The course introduces some basic tools and techniques to help you with design. Tools aren’t always tangible, however. The last two lessons of this course discuss questions of Ethics in software development. The purpose here is, as with tools, to equip you to better carry our your responsibilities as a designer.
- Course by
- Self Paced
- 14 hours
- English
Create Docker Container with Flask Seaborn Regression Plot App
Often a software application developed on one platform will not run on another because of software environment differences.
- Course by
- Self Paced
- 3 hours
- English
Budgeting essentials and development
The Budgeting Essentials and Development course focus on an integrative and practical view of concepts, methods, and techniques to develop a budget. After finishing this course, learners will be able to: - Develop the b…
- Course by
- Self Paced
- English
Teaching Reluctant Writers
All educators will encounter students who struggle with writing. This course first focuses on the reasons student writers may be reluctant and then provides learners with a variety of strategies and practices to help reluctant writers develop a greater comfort and confidence with writing. Learners will examine classroom relationships, mentoring, scaffolding, conferencing, low-risk writing and mini-lessons, all tools and techniques that can be brought right into the classroom to help struggling writers increase student participation and success in writing.
- Course by
- Self Paced
- 15 hours
- English
Understanding Google Cloud Security and Operations
This course examines cost management, security, and operations in the cloud. First, it explores how businesses can choose to maintain some or none of their own infrastructure by purchasing IT services from a cloud provider. Next, it explains how the responsibility of data security is shared between the cloud provider and the business, and explores the defense-in-depth security built into Google Cloud.
- Course by
- Self Paced
- 2 hours
- English
Python for Data Analysis: Pandas & NumPy
In this hands-on project, we will understand the fundamentals of data analysis in Python and we will leverage the power of two important python libraries known as Numpy and pandas.
- Course by
- Self Paced
- 2 hours
- English
Measure a Marketing Strategy using Facebook Insights
By the end of this project, learners will have a better understanding of ways they can enhance their Facebook Marketing strategies, which will ultimately improve users' Facebook Insights.
- Course by
- Self Paced
- 1 hour
- English
Creating Database Tables with SQL
In this course you will experience the process of defining, creating, and managing relational database tables using the SQL language.
- Course by
- Self Paced
- 2 hours
- English
Crafting Strategies for Innovation Initiatives for Corporate Entrepreneurs
This course focuses on enhancing your understanding of (1) how an internal venture is organized and (2) how to overcome resistance to your new venture ideas within the company. The course is specifically valuable for:
• Employees who have creative ideas important to their company;
• Managers seeking to assemble creative people and resources;
• Technical specialists desiring to become part of an internal venture; and
• Consultants who advise companies on ways to launch and grow internal ventures.
- Course by
- Self Paced
- 14 hours
- English
Logistic Regression 101: US Household Income Classification
In this hands-on project, we will train Logistic Regression and XG-Boost models to predict whether a particular person earns less than 50,000 US Dollars or more than 50,000 US Dollars annually.
- Course by
- Self Paced
- 3 hours
- English
Sort students marks using bubble and insertion algorithms
The learner will create two sorting algorithms in Java programming language.
- Course by
- Self Paced
- 2 hours
- English
Immunology: Adaptive Immune System
In this course, you will learn about the role of immune responses of the adaptive (acquired) immune system which provides specialised immunity against pathogens.
Guided by our researchers in the Department of Immunity and Inflammation, we will take a closer look at the lymphocyte subsets and mechanisms involved in this delayed finely tuned response occurring days to weeks after the initial exposure to microbial antigens.
We will also focus on the versatile cellular components which can distinguish between self- and nonself antigens and on how age affects the immune responses.
- Course by
- Self Paced
- 8 hours
- English
Music Recommender System Using Pyspark
Nowadays, recommender systems are everywhere. for example, Amazon uses recommender systems to suggest some products that you might be interested in based on the products you've bought earlier.
- Course by
- Self Paced
- 2 hours
- English
The Sustainable Development Goals – A global, transdisciplinary vision for the future
In 2015, the UN launched the 17 Sustainable Development Goals (SDGs). Adopted by 193 member states, the goals represent an important international step in setting humanity on a trajectory towards sustainable development. Within this course, you will get a historical overview of how sustainability has been understood, as well as a thorough introduction to the SDGs – what they are, how progress can be measured, and how the SDGs are relevant for the management of the global systems supporting humanity.
- Course by
- Self Paced
- English
Check Point Jump Start: Cloud Security
Check Point CloudGuard, a comprehensive cloud security portfolio, is designed to prevent the latest fifth generation (Gen V), multi-vector cyberattacks targeting enterprise cloud services
Section 1: Overview of CloudGuard Product line
In this course you will learn about cloud security challenges and what different Check Point CloudGuard product line can be used to protect your cloud environment.
How to Secure your Cloud Environment
Cloud Challenges
Security in the Cloud
What is CloudGuard
Security with CloudGuard
- Course by
- Self Paced
- 2 hours
- English
Getting Started with Gaming on Cloud Spanner
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will implement a player profile service and a game matchmaking service to work with Cloud Spanner.
- Course by
- Self Paced
- 2 hours
- English