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Our Courses
2021 Cancer Prevention Web-Based Activity (CE eligible)
This web-based video course focuses on the importance of prevention and risk reduction in decreasing cancer occurrences. All learners will need to watch the video modules, read associated articles, and achieve a passing …
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Course by
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Self Paced
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English
Portfolio Diversification using Correlation Matrix
By the end of the project, you will be able to apply correlation matrix in portfolio diversification.
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Course by
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Self Paced
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2 hours
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English
Python Programming Fundamentals
This introductory course is designed for beginners and individuals with limited programming experience who want to embark on their software development or data science journey using Python. Throughout the course, learners will gain a solid understanding of algorithmic thinking, Python syntax, code testing, debugging techniques, and modular code development--essential skills for a successful career in software engineering, development, or data science.
By the end of this course, you will learn to:
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Course by
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Self Paced
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24 hours
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English
Machine Learning in the Enterprise - 日本語版
このコースには、ML ワークフローに対する実践的なアプローチが含まれています。ML チームが直面しているいくつかの ML ビジネス要件とユースケースに関するケーススタディの方法を紹介します。ML チームは、データの管理とガバナンスに必要なツールを理解し、Dataflow と Dataprep の概要を提供することから前処理タスクに BigQuery を使用することまで、データの前処理に最適なアプローチを検討する必要があります。
チームには、2 つの具体的なユースケースに対して機械学習モデルを構築するための 3 つのオプションが提示されます。このコースでは、チームが目的を達成するために、AutoML、BigQuery ML、またはカスタム トレーニングを使用する理由を説明します。さらに、カスタム トレーニングについても深く掘り下げます。コード構造のトレーニング、ストレージ、大規模なデータセットの読み込みからトレーニング済みモデルのエクスポートまで、カスタム トレーニングの要件について説明します。
Docker の知識がほとんどなくてもコンテナ イメージを構築できる、カスタム トレーニングの機械学習モデルを構築します。
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Course by
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Self Paced
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English
Cybersecurity Management and Compliance
In this course, you’ll learn about data and record management, Information security, standards and policy formation, and implementation. You’ll also explore cloud adoption frameworks and regulatory compliance frameworks. This course will take you one step closer to the Microsoft Cybersecurity Analyst Professional Certificate, which requires no degree or prior experience.
After completing this course, you'll be able to:
• Explain the principles of cloud security planning
• Identify security requirements for cloud architecture
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Course by
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Self Paced
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20 hours
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English
Classification Trees in Python, From Start To Finish
In this 1-hour long project-based course, you will learn how to build Classification Trees in Python, using a real world dataset that has missing data and categorical data that must be transformed with One-Hot Encoding.
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Self Paced
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2 hours
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English
Create a Budget with Google Sheets
By the end of this project, you will be able to build a basic budget using Google Sheets.
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Self Paced
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2 hours
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English
Manage Docker Networking
If you use Docker to develop and deploy apps, then learning about Docker's built-in networking capabilities could be valuable to you.
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Self Paced
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3 hours
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English
Learn and design an attractive PowerPoint presentation
In this project you will learn step by step how to design a presentation using PowerPoint 365 aimed at business.
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Course by
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Self Paced
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3 hours
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English
Use Process Advisor to Analyze and Automate Manual Process
Imagine working in a car rental company that manually tracks which cars are rented out and which ones are ready for rental.
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Self Paced
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2 hours
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English
UX (User Experience) Capstone
In this UX capstone course, you’ll conduct a multi-stage user experience project to design a product from scratch. You will employ interviews, inspection methods, and user testing, along with ideation, design, and prototyping methods to gain and communicate valuable insight that can be used to deliver a compelling product.
You will:
Learn how to design and carry out an integrated multi-phase user experience research and design project
Gain experience conducting user experience research in a real-world setting
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Course by
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Self Paced
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19 hours
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English
Introduction to Industrial Bioprocess Development
Bioprocesses make use of microorganisms, animal cells, or enzymes to manufacture new products or complete a chemical transformation. Since ancient days, humans have been using microorganisms to transform biological materials for the production of alcoholic beverages and other fermented foods. Since then, bioprocesses have been developed for an enormous range of commercial products, from relatively cheap products such as organic solvents and industrial alcohol, to expensive specialty chemicals such as therapeutic proteins, antibiotics, and vaccines.
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Self Paced
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15 hours
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English
Structural Racism: Causes of Health Inequities in the U.S.
Racial health disparities - differences in health outcomes based on race - are rampant in the U.S., and many incorrectly assume these are due to differences in behavior or genetics. To understand these differences, and u…
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Course by
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Self Paced
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English
Introduction to Philosophy
This course will introduce you to some of the main areas of research in contemporary philosophy. Each module a different philosopher will talk you through some of the most important questions and issues in their area of expertise. We’ll begin by trying to understand what philosophy is – what are its characteristic aims and methods, and how does it differ from other subjects? Then we’ll spend the rest of the course gaining an introductory overview of several different areas of philosophy.
Topics you’ll learn about will include:
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Course by
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Self Paced
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19 hours
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English
Mastering Digital Twins
In this course, you will learn about Digital Twins fundamentals, how they represent a concept of integration for product-related data. The concept of digital twins is a response to the increasing digitalisation of product development, production, and products themselves.
Today's products are complex systems which are not only fulfilling their intended functions and quality but are also communicating via communication networks with other components, products, clouds, and services.
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Course by
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Self Paced
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1 hour
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English
Dataproc: Qwik Start - Command Line
This is a self-paced lab that takes place in the Google Cloud console. This lab shows you how to create a Google Cloud Dataproc cluster, run a simple Apache Spark job in the cluster, then modify the number of workers in …
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Course by
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Self Paced
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English
Real-time data visualization dashboard using Node-red
At the end of this project you are going learn how to create an real-time data visualization dashboard using node-red.
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Course by
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Self Paced
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2 hours
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English
Managing Supply Chain Disruption During COVID-19
In this course, you will learn about why and how supply chains become susceptible to a disruption. We will examine this by discussing supply side and demand side issues, primary supply chain flows, complexity, risk management and a combination of solid theoretical supply chain perspectives and current real-world stories. You will learn about the structural, relational and operational factors that come into play during a supply chain disruption and the mechanisms for the effective management of these factors.
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Course by
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Self Paced
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10 hours
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English
Streamline Business Processes with Swimlanes in Miro
By the end of this project, you will be able to clarify a business process by panning out to fully understand where interactions that support it occur across an organization.
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Course by
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Self Paced
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2 hours
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English
Intellectual Humility: Practice
We live in a polarised world where all too often people talk past each other. But do you know when to believe what others say? For example, how quick should we be to accept something that someone else tells us is true, and what should we be looking out for when assessing a person's trustworthiness? Meanwhile, what should we do when we encounter disagreements with people who seem to be our equals? How and when should we adjust our beliefs, and how does the appropriate response vary depending on the evidence? These challenges may be especially important in the arena of religious disagreements.
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Course by
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Self Paced
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19 hours
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English
Data Analysis and Visualization
By the end of this course, learners are provided a high-level overview of data analysis and visualization tools, and are prepared to discuss best practices and develop an ensuing action plan that addresses key discoveries. It begins with common hurdles that obstruct adoption of a data-driven culture before introducing data analysis tools (R software, Minitab, MATLAB, and Python). Deeper examination is spent on statistical process control (SPC), which is a method for studying variation over time.
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Self Paced
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11 hours
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English
Business Models For Sustainability
We can no longer ignore humans’ negative impact on the planet. While some parts of the world still can close their eyes to shared and global sustainability challenges, the negative consequences of human activity in other parts of the world have increasingly detrimental effects on the planet and people’s lives. For example, in recent years, global warming is leading to heavy rainfall at unusual times of the year. As a result, in India, some farmers have lost their entire cotton harvest.
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Self Paced
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21 hours
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English
Build a Google Workspace Add-on with Node.js and Cloud Run
This is a self-paced lab that takes place in the Google Cloud console. In this lab you'll learn how to build a Google Workspace Add-on using Node.js and Cloud Run.
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Self Paced
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2 hours
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English
SQL for Beginners: Querying Data
This Guided Project, SQL for Beginners: Querying Data, is for beginner or aspiring data analysts who want to use SQL to extract data from databases.
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Self Paced
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3 hours
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English
Getting Started with Azure DevOps Boards
In this guided project, you will create and setup an Azure DevOps project; add teams to your project; create, import, and manage work items; customize the project's boards; and explore different views of your work items, and organize them into sprints.
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Course by
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Self Paced
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3 hours
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English