Our Courses

Ethics of Technology

Ethics of Technology

This course explores the ethical implications of data analytics. It connects old ideas – privacy, surveillance, power, justice, accountability, corporate responsibility, stakeholder theory – with new technologies and cases, such as the use of machine learning to predict crime. The course will prepare you to evaluate strategic arguments about the ethics of data analytics and to relate data analytics to ethical concepts so that you approach newer, ambiguous capabilities of technology and artificial intelligence with a critical eye.

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  • 16 hours
  • English
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Uncommon Sense Teaching

Uncommon Sense Teaching

Do your students spend too much (or too little) time learning, with disappointing results? Do they procrastinate in their study because it’s boring and they’re easily distracted? Are you working to make your teaching even more inclusive? Uncommon Sense Teaching will give you practical new insights that will help you solve these goals and challenges, and many more. This is like no other course on teaching—it weaves late-breaking insights from neuroscience with personal insights from the classroom to provide unexpected, yet practical, new approaches.

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  • English
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Channel Management and Retailing

Channel Management and Retailing

Nowadays, a distribution strategy is part of the DNA of many companies and a correct channel management is key for the success of your product. Distribution plans need to be prepared for the long run, combining the following main areas: company profile, portfolio structure and price positioning, go-to-market policy, trade and retail marketing, e-commerce and global retail management. In the last decade, there have been two main revolutions that have affected industries, increasing the importance of Distribution Channel Management.

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  • 9 hours
  • English
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Active Learning in STEM with PhET Interactive Simulations

Active Learning in STEM with PhET Interactive Simulations

Learn how to engage your students and enhance learning in math and science with free virtual labs and simulations from the University of Colorado Boulder's PhET Interactive Simulations project (https://phet.colorado.edu/en). In this specialization, you will explore active learning strategies that you can incorporate into your own classroom, either online or in person.

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  • English
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Songwriting: Writing, Arranging, and Producing Music

Songwriting: Writing, Arranging, and Producing Music

This specialization will provide aspiring and established songwriters with the strategies and practices to develop hit songs. The award-winning Berklee Songwriting Faculty have selected four comprehensive courses, each one devoted to a different song element, to help you get the most out of your musical ideas. Starting with the lyrics and music, you will learn how to generate thought-provoking ways to express the emotions you wish to portray. From there, you will develop your song into a balanced musical arrangement with complete accompaniment.

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  • English
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Managing a Remote Team Workspace in Clockify

Managing a Remote Team Workspace in Clockify

In this project, you will set up a workspace for a team in Clockify to track employee hours for a new start-up. Clockify is a great free software for time tracking and generating reports. It will help your business stay organized and prepare for future growth. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

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  • 3 hours
  • English
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Information​ ​Systems

Information​ ​Systems

This specialization provides a robust introduction to the key principles and practices of Information Systems Management. The first course describes how Information Systems address business problems. This takes the form of an IT alignment model that describes how Information Systems provide capabilities that enable or support organizational strategy. This component also includes an economic analysis of the Information System. The second course in the specialization entails the practice of modeling information systems.

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  • English
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Learn Spanish: Basic Spanish Vocabulary

Learn Spanish: Basic Spanish Vocabulary

¿Habla usted español? Spanish is the second most spoken language on earth, second only to Mandarin, and growing in use every day. This specialization is designed for the beginner who may have no experience with learning a second language but who wants to be able to read, write and speak Spanish for personal, travel or business use, or who just wants to learn a second language and build cultural awareness. The topical approach of each course allows learners to develop sets of vocabularies that will form the foundation for a broad understanding of the language.

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  • English
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Accelerated Computer Science Fundamentals

Accelerated Computer Science Fundamentals

Topics covered by this Specialization include basic object-oriented programming, the analysis of asymptotic algorithmic run times, and the implementation of basic data structures including arrays, hash tables, linked lists, trees, heaps and graphs, as well as algorithms for traversals, rebalancing and shortest paths. This Specialization sequence is designed to help prospective applicants prepare for the flexible and affordable Online Master of Computer Science (MCS) and MCS in Data Science.

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  • English
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Mastering SQL Joins

Mastering SQL Joins

In this 2-hour long project-based course, you will understand how to use SQL joins like INNER JOIN, LEFT JOIN, and RIGHT JOIN to get a desired result set.

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  • 3 hours
  • English
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21st Century Energy Transition: how do we make it work?

21st Century Energy Transition: how do we make it work?

Affordable, abundant and reliable energy is fundamental to human well-being and prosperity. For the past 150 years, more and more people have gained access to energy, primarily in the form of fossil fuels – coal, petroleum and natural gas. But now, even while half of humanity cannot access adequate energy supplies, we are beginning a profound transition to more diverse energy sources.

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  • 17 hours
  • English
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Social Media Marketing in Practice

Social Media Marketing in Practice

Welcome to the Digital Marketing Institute, the global standard in Digital Marketing certification. Over 4.6 billion people globally are using social media in 2022. This explosive growth, coupled with the speed of innovation and adoption of mobile technologies, has fundamentally reset consumer expectations, changed how consumers make purchase decisions, and transformed how businesses must operate to support their customers. This Specialization is for those hoping to launch a career as a digital marketing generalist or a social media specialist.

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  • English
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Create Machine Learning Models in Microsoft Azure

Create Machine Learning Models in Microsoft Azure

Machine learning is the foundation for predictive modeling and artificial intelligence. If you want to learn about both the underlying concepts and how to get into building models with the most common machine learning tools this path is for you. In this course, you will learn the core principles of machine learning and how to use common tools and frameworks to train, evaluate, and use machine learning models. This course is designed to prepare you for roles that include planning and creating a suitable working environment for data science workloads on Azure.

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  • 13 hours
  • English
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Leveraging Mentions and Threads in Slack

Leveraging Mentions and Threads in Slack

By the end of this project, you will learn how to optimize organizational communications with Slack, a business communications platform.

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  • 3 hours
  • English
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Linear Circuits 1: DC Analysis

Linear Circuits 1: DC Analysis

This course explains how to analyze circuits that have direct current (DC) current or voltage sources. A DC source is one that is constant. Circuits with resistors, capacitors, and inductors are covered, both analytically and experimentally. Some practical applications in sensors are demonstrated.

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  • 85 hours
  • English
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Essentials of Corporate Finance

Essentials of Corporate Finance

You will gain a firm understanding of corporate finance, including accounting principles and financial analysis, how value is created by global markets, the choices firms face when making financial decisions and defining attitudes towards risk. The Specialization concludes with a Capstone project that allows you to apply the skills you've learned throughout the courses.

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  • English
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Building Deep Learning Models with TensorFlow

Building Deep Learning Models with TensorFlow

The majority of data in the world is unlabeled and unstructured. Shallow neural networks cannot easily capture relevant structure in, for instance, images, sound, and textual data. Deep networks are capable of discovering hidden structures within this type of data. In this course you’ll use TensorFlow library to apply deep learning to different data types in order to solve real world problems.

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  • 7 hours
  • English
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IBM Data Topology

IBM Data Topology

Every business and organization is facing new challenges with their data. Pressures related to regulation and compliance, leveraging AI, spanning multicloud environments, and increasing volumes of inaccessible data are forcing executives and administrators to either modernize their infrastructures or become obsolete. But moving to the latest technology in a monolithic architecture is a tempting solution that can be expensive and cause more problems than it solves.

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  • 6 hours
  • English
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Interpretable Machine Learning Applications: Part 1

Interpretable Machine Learning Applications: Part 1

In this 1-hour long project-based course, you will learn how to create interpretable machine learning applications on the example of two classification regression models, decision tree and random forestc classifiers. You will also learn how to explain such prediction models by extracting the most important features and their values, which mostly impact these prediction models. In this sense, the project will boost your career as Machine Learning (ML) developer and modeler in that you will be able to get a deeper insight into the behaviour of your ML model.

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  • 3 hours
  • English
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Electronic Music Production

Electronic Music Production

In the Electronic Music Production specialization, you will learn the tricks of the trade to create high-quality, professional sounding music. You’ll begin by learning about the nature of sound and how a signal flows through a home studio setup. Additionally, you’ll learn how to create your own custom musical sounds through music synthesis. You’ll explore how to record MIDI and real instruments into the flexible and agile Digital Audio Workstation, Ableton Live.

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  • English
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Key Technologies in Data Analytics

Key Technologies in Data Analytics

This specialization aims to prepare you for a role working in data analytics. The first course is Fundamentals of Data Analysis. You’ll be introduced to core concepts and you’ll learn about the tools and skills required to conduct data analysis. The second course, Fundamentals of Cloud Computing, will introduce you to core concepts of cloud computing and the primary deployment and service models. The hands on material offers the opportunity to review and configure a cloud account. In Fundamentals of Data Warehousing, you will learn core concepts of data warehousing.

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  • English
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Internet of Things and AI Cloud

Internet of Things and AI Cloud

This Specialization covers the development of Internet of Things (IoT) products and services—including devices for sensing, actuation, processing, and communication—to help you develop skills and experiences you can employ in designing novel systems. The Specialization has theory and lab sections. In the lab sections you will learn hands-on IoT concepts such as sensing, actuation and communication. In the final Capstone Project, developed in partnership with Qualcomm, you’ll apply the skills you learned on a project of your choice using the DragonBoard 410c platform.

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  • English
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Connect to Cloud SQL from an Application in Kubernetes Engine

Connect to Cloud SQL from an Application in Kubernetes Engine

This is a self-paced lab that takes place in the Google Cloud console. This lab shows how easy it is to connect an application in Kubernetes Engine to a Cloud SQL instance using the Cloud SQL Proxy container as a sidecar container. You will deploy a Kubernetes Engine cluster and a Cloud SQL Postgres instance and use the Cloud SQL Proxy container to allow communication between them.

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  • 1 hour
  • English
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Introduction to Computational Statistics for Data Scientists

Introduction to Computational Statistics for Data Scientists

The purpose of this series of courses is to teach the basics of Computational Statistics for the purpose of performing inference to aspiring or new Data Scientists. This is not intended to be a comprehensive course that teaches the basics of statistics and probability nor does it cover Frequentist statistical techniques based on the Null Hypothesis Significance Testing (NHST).

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  • English
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Mergers and Acquisitions

Mergers and Acquisitions

In a post-pandemic world, companies across the globe are constantly looking to expand and grow their businesses. Mergers and Acquisitions (M&A) offers many ways to achieve this goal. Through this 6-course specialization in Mergers and Acquisitions, you will gain a well-rounded knowledge of key concepts that form the foundations of a successful M&A deal. The courses in this specialization focus on types of M&A deals and complex organizational structures.

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  • English
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