Our Courses

Supervised Machine Learning: Classification

Supervised Machine Learning: Classification

This course introduces you to one of the main types of modeling families of supervised Machine Learning: Classification. You will learn how to train predictive models to classify categorical outcomes and how to use error metrics to compare across different models. The hands-on section of this course focuses on using best practices for classification, including train and test splits, and handling data sets with unbalanced classes.
By the end of this course you should be able to:
-Differentiate uses and applications of classification and classification ensembles

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  • 25 hours
  • English
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Procurement Negotiation

Procurement Negotiation

This course will teach you the necessary negotiation skills to be successful.

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  • 9 hours
  • English
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Introduction to Customer Segmentation in Python

Introduction to Customer Segmentation in Python

In this 2 hour long project, you will learn how to approach a customer purchase dataset, and how to explore the intricacies of such a dataset.

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  • 3 hours
  • English
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Reclaiming the Street for Livable Urban Spaces

Reclaiming the Street for Livable Urban Spaces

In Reclaiming the Street, you will learn about the mechanisms of change and will be challenged to apply this knowledge to start creating vibrant streetscapes in your neighbourhood. This six week course will guide you through seminal academic work on the topics of transition management and street experiments while providing practical insights from practitioners from around the world. A final peer-reviewed project integrates key takeaways from each module of this course to help you write an actionable plan for change.

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  • 20 hours
  • English
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The amazing world of the ethnic groups of Yunnan Province

The amazing world of the ethnic groups of Yunnan Province

Yunnan, abbreviated as Yun and called Dian for short, is a multi-ethnic province which has historically been situated in the southwest frontier of China. Over time, the ethnic minorities evolved into splendid cultures, each with their own unique social life, religious beliefs and customs. The course is taught in English and provides an introduction to 25 ethnic minorities in Yunnan Province, namely the Yi, Bai, Hani, Dai, Zhuang, Miao, Hui, Lisu, Lahu, Wa, Naxi, Yao, Jingpo, Tibetan, Bulang, Buyi, Achang, Pumi, Mongolian, Nu, Jinuo, De'ang, Shui, Man and Dulong nationalities.

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  • 19 hours
  • English
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Global Sodium Reduction Strategies

Global Sodium Reduction Strategies

This course will help guide policy makers, advocates, and program managers as they design, plan, and implement sodium reduction interventions to protect public health. We invite you to see what interventions have been proven at scale, what shows promise, and what lessons have been learned along the way from the implementation of sodium reduction strategies all around the globe. Our emphasis is implementation in settings with resource constraints. There are nine modules in this course.

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  • 7 hours
  • English
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Introduction to Large Language Models - 한국어

Introduction to Large Language Models - 한국어

대규모 언어 모델(LLM)이란 무엇이고, LLM을 활용할 수 있는 사용 사례로는 어떤 것이 있으며, 프롬프트 조정을 사용해 LLM 성능을 개선하는 방법을 알아보는 입문용 마이크로 학습 과정입니다. 또한 자체 생성형 AI 앱을 개발하는 데 도움이 되는 Google 도구에 대해서도 다룹니다.

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  • English
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Resourcing a Project Schedule

Resourcing a Project Schedule

In this guided project you will learn how add resources to your project schedule.

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  • 2 hours
  • English
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AI Workflow: Business Priorities and Data Ingestion

AI Workflow: Business Priorities and Data Ingestion

This is the first course of a six part specialization.  You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a workflow where each course builds on the previous ones.

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  • 8 hours
  • English
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Intellectual Property for Entrepreneurs

Intellectual Property for Entrepreneurs

For aspiring and active entrepreneurs, this course focuses on the opportunities and challenges of intellectual property. Intellectual property is a commonly discussed, often misunderstand, element of entrepreneurship and law. Knowing how to create and manage patents, copyrights, trademarks, and trade secrets is a valuable skill for entrepreneurs and business leaders.

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  • 9 hours
  • English
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Digital Strategy and Business Opportunity

Digital Strategy and Business Opportunity

Digital Marketing Institute is the global standard in Digital Marketing Certification. Our mission is to give our students the confidence and knowledge they need to advance in their careers through this specialization.

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  • 11 hours
  • English
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Practical Data Wrangling with Pandas

Practical Data Wrangling with Pandas

In this project, we will analyze life expectancy data by performing data wrangling & exploratory data analysis (EDA).

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  • 2 hours
  • English
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Use C# to Process XML Data

Use C# to Process XML Data

By the end of this project, you will Use C# to process XML data in a C# program.

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  • 4 hours
  • English
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Fundamentals of Organization

Fundamentals of Organization

Organization is a fundamental theme to understand the real functioning of each company or, more in general, of any institution, and it is part of the basic know-how of each manager. Organization design implies decisions …

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  • English
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Deploy a Wordpress Website in AWS EC2

Deploy a Wordpress Website in AWS EC2

In this two hours project, you will learn how to use Amazon Web Services EC2 compute services to host and deploy a WordPress Website.

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  • 2 hours
  • English
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Russia-Ukraine War: One Year Later Teach-Out

Russia-Ukraine War: One Year Later Teach-Out

One year after Russia launched a full-scale military invasion of Ukraine, the war continues to rage throughout the country impacting millions of Ukrainians, the economy, the educational system, and everyday life. Without a clear pathway to resolution in sight, it’s more crucial than ever to seek to understand the motivations of the war and shifting global policies, learn about the impact the war has had on everyday people, and explore ways in which people around the world can take action to support Ukraine.

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  • 6 hours
  • English
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Materials Data Sciences and Informatics

Materials Data Sciences and Informatics

This course aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and information science. Attention is drawn to specific opportunities afforded by this new field in accelerating materials development and deployment efforts. A particular emphasis is placed on materials exhibiting hierarchical internal structures spanning multiple length/structure scales and the impediments involved in establishing invertible process-structure-property (PSP) linkages for these materials.

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  • 9 hours
  • English
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Establishing Team Purpose

Establishing Team Purpose

Currently we are only able to offer this certification program in English. This certification program is not available in a country that is considered sanctioned by the U.S.
Welcome to Leading StandOut Teams: Establishing Team Purpose.

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  • 10 hours
  • English
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Interviewing Best Practices

Interviewing Best Practices

This course is for talent acquisition professionals who want to streamline and improve their interviewing process.
The process of interviewing and hiring has been around for eons. However, as the profession of recruiting has adapted to changes in the economy and technology, so has the interviewing process. Recruiters and hiring managers must be prepared to implement well thought out strategies to assess top talent in our industries.

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  • 3 hours
  • English
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Cloud and Wireless Security

Cloud and Wireless Security

Course 6: Cloud and Wireless Security

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  • 6 hours
  • English
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Design your own trading strategy – Culminating Project

Design your own trading strategy – Culminating Project

In the culminating project, you will develop new trading strategies, evaluate them using the tools learned in the course, integrate them with the existing portfolio and also develop a plan to start a hedge fund.

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  • English
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The Finance of Climate Change

The Finance of Climate Change

The urgent transition towards a low-carbon economy will profoundly change our economy. Households, companies and financial intermediaries have to be ready in order to avoid the downside risks and seize the opportunities created by climate change. The Finance of Climate Change MOOC will explain (i) how climate change and the policies aimed to mitigate it will impact the different businesses and (ii) the means and tools at the disposal of companies, banks and investors to be part of this transition.

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  • 7 hours
  • English
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Build a Word Jumble using Java Basics

Build a Word Jumble using Java Basics

By the end of this project, you will create a word jumble game using Java Swing.

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  • 2 hours
  • English
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Database Engineer Capstone

Database Engineer Capstone

In this course you’ll complete a capstone project in which you’ll create a database and client for Little Lemon restaurant.
To complete this course, you will need database engineering experience.
The Capstone project enables you to demonstrate multiple skills from the Certificate by solving an authentic real-world problem. Each module includes a brief recap of, and links to, content that you have covered in previous courses in this program.

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  • 18 hours
  • English
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Strategies for Teaching Perfect Tenses and Modals

Strategies for Teaching Perfect Tenses and Modals

This is the first course in the Teach English: Intermediate Grammar specialization. In this course, you will learn about teaching important intermediate verb tenses, including present perfect, present perfect progressive, past perfect, and past perfect progressive. You will also learn about teaching common modal verbs used in English. Finally, you will have opportunities to practice the skills you learn by creating sample assignments and recording short videos of your teaching demonstrations.

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  • 17 hours
  • English
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