Our Courses

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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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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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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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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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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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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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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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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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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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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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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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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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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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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Software Development Lifecycle

Software Development Lifecycle

This Specialization is designed for people who are new to software engineering.

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  • English
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Foundations of Software Testing and Validation

Foundations of Software Testing and Validation

Software testing and validation are vital because they ensure that the end product meets the design requirements. In just two weeks, you'll gain a comprehensive understanding of industry-standard techniques and learn how to design and implement effective test cases. Through step-by-step guidance and real-world examples, you'll delve into different types of software testing, acquiring the skills to apply industry standards and best practices.

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  • 6 hours
  • English
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Introduction to Computer Information Systems

Introduction to Computer Information Systems

This Specialization is intended for anyone seeking to learn basic computer skills. Through 3 courses, you will study computer hardware, software, and data safety. You will also learn about digital literacy and productivity tools. These courses will prepare you for a number of jobs within the field of computer information systems.

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  • English
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HTML - Front-End Developer

HTML - Front-End Developer

This course is part of a 3-part specialization on web services. This course provides an introduction to HTML for front-end developers. Your instructor believes in learning based on a hands-on approach. As such, students are encouraged to complete multiple hands-on labs which allow students to practice what they learn.

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  • 7 hours
  • English
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Writing your World: Finding yourself in the academic space

Writing your World: Finding yourself in the academic space

Throughout the world, writing serves to express, record, and even create meaningful moments. In academic spaces, writing becomes the bridge between ourselves and the world of ideas. In this course, we provide practical insights into how to write an academic essay. We show you how to develop the academic skills needed to be a competent academic writer. You will have an opportunity to engage with texts written by academics, and to see how some of the ideas in these texts are used by students in constructing an academic essay.

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  • 19 hours
  • English
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IBM Data Analyst

IBM Data Analyst

Prepare for a career in the high-growth field of data analytics. In this program, you’ll learn in-demand skills like Python, Excel, and SQL to get job-ready in as little as 4 months. Data analysis is the process of collecting, storing, modeling, and analyzing data that can inform executive decision-making, and the demand for skilled data analysts has never been greater. This program will teach you the foundational data skills employers are seeking for entry-level data analytics roles.

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  • English
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Value Creation Through Innovation

Value Creation Through Innovation

This specialization covers the basics of Innovation and Entrepreneurship courses in the EIT Digital Master Program. The program aims to educate students and deliver entrepreneurs with the right business skills and sense. UC Berkeley Haas School of Business and KTH Royal Institute of Technology are the academic partners in this Innovation and Entrepreneurship specialization.

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  • English
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Making Successful Decisions through the Strategy, Law & Ethics Model

Making Successful Decisions through the Strategy, Law & Ethics Model

Successful decision making is based on three key pillars: strategy, law and ethics. After taking this course you will be able to use a practical framework based on these three elements to make successful business, personal and leadership decisions. This course opens with an example of a leadership decision: President Barack Obama’s strategic decision to capture or kill Osama bin Laden. The course then shows how the three elements can be used to prevent a tragedy when making a personal decision. The rest of the course focuses on making successful business decisions.

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  • 22 hours
  • English
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Introduction to English Common Law

Introduction to English Common Law

The common law of England and Wales is one of the major global legal traditions. This MOOC will give you an introduction to this influential legal system including its history, constitutional background, sources and institutions. You’ll learn about the different ways in which laws are made and interpreted, the English court system and the increasing importance of European Union and human rights law.

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  • 23 hours
  • English
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Wrangling Data in the Tidyverse

Wrangling Data in the Tidyverse

Data never arrive in the condition that you need them in order to do effective data analysis. Data need to be re-shaped, re-arranged, and re-formatted, so that they can be visualized or be inputted into a machine learning algorithm. This course addresses the problem of wrangling your data so that you can bring them under control and analyze them effectively.

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  • 14 hours
  • English
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Music Education for Teachers

Music Education for Teachers

In the Music Education for Teachers specialization, you will explore ways of integrating popular music into your teaching. You'll begin by learning from two highly experienced teachers, Krystal Banfield, the Vice President of Educational Outreach for Berklee College of Music, and David Alexis a Berklee Professor and long-time instructor for the Berklee City Music Program.

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  • English
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