Our Courses

Introduction to Machine Learning

Introduction to Machine Learning

This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) as well as demonstrate how these models can solve complex problems in a variety of industries, from medical diagnostics to image recognition to text prediction. In addition, we have designed practice exercises that will give you hands-on experience implementing these data science models on data sets.

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  • 21 hours
  • English
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Introduction to Portfolio Construction and Analysis with Python

Introduction to Portfolio Construction and Analysis with Python

The practice of investment management has been transformed in recent years by computational methods. This course provides an introduction to the underlying science, with the aim of giving you a thorough understanding of that scientific basis. However, instead of merely explaining the science, we help you build on that foundation in a practical manner, with an emphasis on the hands-on implementation of those ideas in the Python programming language.

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  • 25 hours
  • English
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Satisfaction Guaranteed: Develop Customer Loyalty Online

Satisfaction Guaranteed: Develop Customer Loyalty Online

You made it! Satisfaction Guaranteed: Develop Customer Loyalty Online is the seventh and final course in the Google Digital Marketing & E-commerce Certificate. In this course, you’ll explore strategies for building customer loyalty in e-commerce. You’ll also explore specific tools to develop and maintain client relationships. At the end of the course you’ll work through a scenario that demonstrates your ability to deliver a successful e-commerce strategy. Finally, you’ll wrap up the course by building professional development skills.

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  • 27 hours
  • English
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Using Python to Interact with the Operating System

Using Python to Interact with the Operating System

By the end of this course, you’ll be able to manipulate files and processes on your computer’s operating system. You’ll also have learned about regular expressions -- a very powerful tool for processing text files -- and you’ll get practice using the Linux command line on a virtual machine. And, this might feel like a stretch right now, but you’ll also write a program that processes a bunch of errors in an actual log file and then generates a summary file. That’s a super useful skill for IT Specialists to know.

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  • 26 hours
  • English
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Basic Data Processing and Visualization

Basic Data Processing and Visualization

This is the first course in the four-course specialization Python Data Products for Predictive Analytics, introducing the basics of reading and manipulating datasets in Python. In this course, you will learn what a data product is and go through several Python libraries to perform data retrieval, processing, and visualization.

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  • 11 hours
  • English
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Introduction to Forensic Science

Introduction to Forensic Science

We have all seen forensic scientists in TV shows, but how do they really work? What is the science behind their work?
The course aims to explain the scientific principles and techniques behind the work of forensic scientists and will be illustrated with numerous case studies from Singapore and around the world.
Some questions which we will attempt to address include:
How did forensics come about? What is the role of forensics in police work? Can these methods be used in non-criminal areas?
Blood. What is it? How can traces of blood be found and used in evidence?

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  • 18 hours
  • English
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Preparing for your Professional Cloud Architect Journey

Preparing for your Professional Cloud Architect Journey

This course helps learners create a study plan for the PCA (Professional Cloud Architect) certification exam. Learners explore the breadth and scope of the domains covered in the exam. Learners assess their exam readiness and create their individual study plan.

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  • 5 hours
  • English
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Development of Real-Time Systems

Development of Real-Time Systems

This course is intended for the Master's student and computer engineer who likes practical programming and problem-solving!
After completing this course, you will have the knowledge to plan and set up a real-time system both on paper and in practice.
The course centers around the problem of achieving timing correctness in embedded systems, which means to guarantee that the system reacts within the real-time requirements.
Examples of such systems include airbags, emergency breaks, avionics, and also multi-media systems like video playback and QoS in web servers.

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  • 19 hours
  • English
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Planet Earth...and You!

Planet Earth...and You!

Earthquakes, volcanoes, mountain building, ice ages, landslides, floods, life evolution, plate motions—all of these phenomena have interacted over the vast expanses of deep time to sculpt the dynamic planet that we live on today. Planet Earth presents an overview of several aspects of our home, from a geological perspective. We begin with earthquakes—what they are, what causes them, what effects they have, and what we can do about them.

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  • 42 hours
  • English
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Excel/VBA for Creative Problem Solving, Part 1

Excel/VBA for Creative Problem Solving, Part 1

"Excel/VBA for Creative Problem Solving, Part 1" is aimed at learners who are seeking to augment, expand, optimize, and increase the efficiency of their Excel spreadsheet skills by tapping into the powerful programming, automation, and customization capabilities available with Visual Basic for Applications (VBA).

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  • 20 hours
  • English
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Teach English Now! Second Language Listening, Speaking, and Pronunciation

Teach English Now! Second Language Listening, Speaking, and Pronunciation

In this course, you will be introduced to some of the challenges of teaching and learning listening and speaking, such as paralinguistics, performance variables, reduced and regional forms, and differing types of oral discourse. Don't worry--you'll learn what those mean, too! Then you'll learn how to ease the acquisition of listening and speaking for your students. The course also highlights the powerful opportunity to include pronunciation in listening and speaking classes and offers strategies to incorporate pronunciation activities.

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  • 19 hours
  • English
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Modern Art & Ideas

Modern Art & Ideas

Welcome to Modern Art & Ideas! This course is designed for anyone interested in learning more about modern and contemporary art. Over the next five weeks, you will look at art through a variety of themes: Places & Spaces, Art & Identity, Transforming Everyday Objects, and Art & Society. Each week kicks off with a video that connects works of art from The Museum of Modern Art’s collection to the theme. You will hear audio interviews with artists, designers, and curators and learn more about selected works in the additional readings and resources.

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  • 14 hours
  • English
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Guitar for Beginners

Guitar for Beginners

Grasp the essentials needed to begin playing acoustic or electric guitar. You'll learn an easy approach to get you playing quickly, through a combination of exploring the instrument, performance technique, and basic music theory.

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  • 22 hours
  • English
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Autodesk Certified Professional: Revit for Architectural Design Exam Prep

Autodesk Certified Professional: Revit for Architectural Design Exam Prep

Prove to potential employers that you’re up to the task by becoming an Autodesk Certified Professional. This online course from Autodesk prepares you by offering an overview of skills that match what is covered in the Autodesk Certified Professional: Revit for Architectural Design exam. The video lessons are structured to match the exam’s objective domains and follow the typical workflow and features of the Autodesk® Revit® Architecture software, including sections on modeling and materials, families, documentation, views, and Revit project management.

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  • 18 hours
  • English
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GIS, Mapping, and Spatial Analysis Capstone

GIS, Mapping, and Spatial Analysis Capstone

In this capstone course, you will apply everything you have learned by designing and then completing your own GIS project. You will plan out your project by writing a brief proposal that explains what you plan to do and why. You will then find data for a topic and location of your choice, and perform analysis and create maps that allow you to try out different tools and data sets. The results of your work will be assembled into an Esri story map, which is a web site with maps, images, text, and video.

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  • 11 hours
  • English
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Discrete Optimization

Discrete Optimization

Tired of solving Sudokus by hand? This class teaches you how to solve complex search problems with discrete optimization concepts and algorithms, including constraint programming, local search, and mixed-integer programming.

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  • 65 hours
  • English
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Convolutional Neural Networks

Convolutional Neural Networks

In the fourth course of the Deep Learning Specialization, you will understand how computer vision has evolved and become familiar with its exciting applications such as autonomous driving, face recognition, reading radiology images, and more.
By the end, you will be able to build a convolutional neural network, including recent variations such as residual networks; apply convolutional networks to visual detection and recognition tasks; and use neural style transfer to generate art and apply these algorithms to a variety of image, video, and other 2D or 3D data.

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  • 36 hours
  • English
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Project Initiation: Starting a Successful Project

Project Initiation: Starting a Successful Project

This is the second course in the Google Project Management Certificate program. This course will show you how to set a project up for success in the first phase of the project life cycle: the project initiation phase. In exploring the key components of this phase, you’ll learn how to define and manage project goals, deliverables, scope, and success criteria. You’ll discover how to use tools and templates like stakeholder analysis grids and project charters to help you set project expectations and communicate roles and responsibilities.

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  • 22 hours
  • English
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Building Web Applications in PHP

Building Web Applications in PHP

In this course, you'll explore the basic structure of a web application, and how a web browser interacts with a web server. You'll be introduced to the request/response cycle, including GET/POST/Redirect. You'll also gain an introductory understanding of Hypertext Markup Language (HTML), as well as the basic syntax and data structures of the PHP language, variables, logic, iteration, arrays, error handling, and superglobal variables, among other elements. An introduction to Cascading Style Sheets (CSS) will allow you to style markup for webpages.

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  • 31 hours
  • English
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Capstone Assignment - CDSS 5

Capstone Assignment - CDSS 5

This course is a capstone assignment requiring you to apply the knowledge and skill you have learnt throughout the specialization. In this course you will choose one of the areas and complete the assignment to pass.

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  • 3 hours
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Making Architecture

Making Architecture

Making architecture offers a unique insight into the mind and work of an Architect, starting with the basics of the profession and culminating with the production of a scaled site model. The course should act as ideal preparation for those interested in undertaking an undergraduate degree in Architecture, although its flexible, intriguing and enjoyable content makes it accessible for all those looking to increase their knowledge in the field.

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  • 14 hours
  • English
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Introduction to Complex Analysis

Introduction to Complex Analysis

This course provides an introduction to complex analysis which is the theory of complex functions of a complex variable. We will start by introducing the complex plane, along with the algebra and geometry of complex numbers, and then we will make our way via differentiation, integration, complex dynamics, power series representation and Laurent series into territories at the edge of what is known today. Each module consists of five video lectures with embedded quizzes, followed by an electronically graded homework assignment. Additionally, modules 1, 3, and 5 also contain a peer assessment.

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  • 27 hours
  • English
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Fundamentals of Music Theory

Fundamentals of Music Theory

This course, revised in 2022, will introduce you to the theory of music, providing you with the skills needed to read and write Western music notation, as well as to understand, analyse, and listen informedly.
It will cover material such as pitches and scales, intervals, clefs, rhythm, form, metre and time signatures, phrases and cadences, and basic harmony.
This course covers the fundamentals of Western music theory, from the absolute basics to some more advanced concepts. As such, it delivers material for beginners and offers much to experienced musicians alike.

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  • 12 hours
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Introduction to Statistics & Data Analysis in Public Health

Introduction to Statistics & Data Analysis in Public Health

Welcome to Introduction to Statistics & Data Analysis in Public Health!

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  • 16 hours
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Introduction to Back-End Development

Introduction to Back-End Development

Welcome to Introduction to Back-End Development, the first course in the Meta Back-End Developer program.
This course is a good place to start if you want to become a web developer. You will learn about the day-to-day responsibilities of a web developer and get a general understanding of the core and underlying technologies that power the internet. You will learn how front-end developers create websites and applications that work well and are easy to maintain.

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  • 19 hours
  • English
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