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Natural Language Processing with Attention Models

Natural Language Processing with Attention Models

In Course 4 of the Natural Language Processing Specialization, you will:\n\na) Translate complete English sentences into German using an encoder-decoder attention model,\nb) Build a Transformer model to summarize text, \nc) Use T5 and BERT models to perform question-answering, and\nd) Build a chatbot using a Reformer model. \n\n\nBy the end of this Specialization, you will have designed NLP applications that perform question-answering and sentiment analysis, created tools to translate languages and summarize text, and even built a chatbot!

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  • 35 hours
  • English
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Work Smarter with Microsoft PowerPoint

Work Smarter with Microsoft PowerPoint

This course is intended for learners with some experience using Microsoft Windows, who are seeking to build presentation skills with Microsoft PowerPoint. To be successful in this course you should have an understanding of the basics of using a Windows-based computer. Experience with printing and using a web browser are an asset, but not required.\n\nKnowing how to use Microsoft Office products is essential in any professional setting. Whether you want to expand your expertise to apply for a new role, start your own business, or simply develop a new personal skill this course is for you.

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  • 19 hours
  • English
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Introduction to Enterprise Computing

Introduction to Enterprise Computing

Large Scale Enterprise Computing powers all major transactions, and the Mainframe is responsible for 87% of all credit card transactions and enables 71% of all Fortune 500 companies. Mainframes are fundamental on how we do business, and IBM Z is the only production mainframe sold today. Virtually everyone depends on it. This is your introduction to the hardware, operating systems, security, and features that make this possible.\n\nOn successful completion of this course, learners are eligible to earn their Introduction to Enterprise Computing badge.

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  • 10 hours
  • English
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Architecting with Google Kubernetes Engine: Production

Architecting with Google Kubernetes Engine: Production

In this course, "Architecting with Google Kubernetes Engine: Production," you'll learn about Kubernetes and Google Kubernetes Engine (GKE) security; logging and monitoring; and using Google Cloud managed storage and database services from within GKE.\n\nThis is the final course of the Architecting with Google Kubernetes Engine series. After completing this course, enroll in the Reliable Google Cloud Infrastructure: Design and Process course or the Hybrid Cloud Infrastructure Foundations with Anthos course.

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  • 12 hours
  • English
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Design and Make Infographics (Project-Centered Course)

Design and Make Infographics (Project-Centered Course)

In this project-centered course*, you will create a content-rich infographic on a topic of your choice using Adobe Illustrator (which you can download for a free, 30-day trial). You might choose to create a visual representation of data from the world of sports, entertainment, politics, or science, to explain a business trend or environmental issue, or even to present a theme or development from your personal life.

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  • 9 hours
  • English
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Developing Data Products

Developing Data Products

A data product is the production output from a statistical analysis. Data products automate complex analysis tasks or use technology to expand the utility of a data informed model, algorithm or inference. This course covers the basics of creating data products using Shiny, R packages, and interactive graphics. The course will focus on the statistical fundamentals of creating a data product that can be used to tell a story about data to a mass audience.

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  • 10 hours
  • English
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Technical Support Fundamentals

Technical Support Fundamentals

This course is the first of a series that aims to prepare you for a role as an entry-level IT Support Specialist. In this course, you’ll be introduced to the world of Information Technology, or IT. You’ll learn about the different facets of Information Technology, like computer hardware, the Internet, computer software, troubleshooting, and customer service.

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  • 21 hours
  • English
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Personal & Family Financial Planning

Personal & Family Financial Planning

Personal and Family Financial Planning will address many critical personal financial management topics in order to help you learn prudent habits both while in school and throughout your lifetime.

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  • 15 hours
  • English
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Computational Thinking for Problem Solving

Computational Thinking for Problem Solving

Computational thinking is the process of approaching a problem in a systematic manner and creating and expressing a solution such that it can be carried out by a computer. But you don't need to be a computer scientist to think like a computer scientist! In fact, we encourage students from any field of study to take this course. Many quantitative and data-centric problems can be solved using computational thinking and an understanding of computational thinking will give you a foundation for solving problems that have real-world, social impact.

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  • 18 hours
  • English
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Programming with JavaScript

Programming with JavaScript

JavaScript is the programming language that powers the modern web. In this course, you will learn the basic concepts of web development with JavaScript. You will work with functions, objects, arrays, variables, data types, the HTML DOM, and much more. You will learn how to use JavaScript and discover interactive possibilities with modern JavaScript technologies. Finally, you will learn about the practice of testing code and how to write a unit test using Jest.

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  • 42 hours
  • English
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Finding and Preparing for the Right Job

Finding and Preparing for the Right Job

Finding and preparing for the right job in the DS/AI field can be tricky. In this course, we will explore how the job market has vastly different descriptions for the same job title, how to identify what a company is really looking for, and how to search the “hidden” job market. We will also overview major skills areas experts recommend revisiting before applying for jobs in this field, how to tailor your resume to catch the eye of a DS/AI hiring manager, and how to create a stellar portfolio.

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  • 10 hours
  • English
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Practical Machine Learning

Practical Machine Learning

One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The course will provide basic grounding in concepts such as training and tests sets, overfitting, and error rates. The course will also introduce a range of model based and algorithmic machine learning methods including regression, classification trees, Naive Bayes, and random forests.

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  • 9 hours
  • English
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Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course)

Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course)

What you’ll achieve:\nIn this project-centered course* you will build a modern computer system, from the ground up. We’ll divide this fascinating journey into six hands-on projects that will take you from constructing elementary logic gates all the way through creating a fully functioning general purpose computer. In the process, you will learn - in the most direct and constructive way - how computers work, and how they are designed.

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  • 44 hours
  • English
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Cybersecurity Capstone:  Breach Response Case Studies

Cybersecurity Capstone: Breach Response Case Studies

This course gives you the background needed to gain Cybersecurity skills as part of the Cybersecurity Security Analyst Professional Certificate program. You will explore incident response methodologies and security mod…

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  • 16 hours
  • English
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Introduction to Chemistry:  Reactions and Ratios

Introduction to Chemistry: Reactions and Ratios

This is an introductory course for students with limited background in chemistry; basic concepts involved in chemical reactions, stoichiometry, the periodic table, periodic trends, nomenclature, and chemical problem solv…

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  • 18 hours
  • English
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Introduction to GIS Mapping

Introduction to GIS Mapping

Get started learning about the fascinating and useful world of geographic information systems (GIS)! In this first course of the specialization GIS, Mapping, and Spatial Analysis, you'll learn about what a GIS is, how to get started with the software yourself, how things we find in the real world can be represented on a map, how we record locations using coordinates, and how we can make a two-dimensional map from a three-dimensional Earth. In the course project, you will create your own GIS data by tracing geographic features from a satellite image for a location and theme of your choice.

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  • 14 hours
  • English
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Introduction to Systematic Review and Meta-Analysis

Introduction to Systematic Review and Meta-Analysis

We will introduce methods to perform systematic reviews and meta-analysis of clinical trials. We will cover how to formulate an answerable research question, define inclusion and exclusion criteria, search for the evidence, extract data, assess the risk of bias in clinical trials, and perform a meta-analysis.

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  • 14 hours
  • English
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Smart Contracts

Smart Contracts

This second course of the Blockchain specialization will help you design, code, deploy and execute a smart contract – the computational element of the blockchain technology. Smart contracts allow for implementing user-defined operations of arbitrary complexity that are not possible through plain cryptocurrency protocols. They allow users to implement conditions, rules and policies of the domain applications. Smart contracts are a powerful feature that, when properly designed and coded, can result in autonomous, efficient and transparent systems.

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  • 17 hours
  • English
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Financial Markets

Financial Markets

An overview of the ideas, methods, and institutions that permit human society to manage risks and foster enterprise. Emphasis on financially-savvy leadership skills. Description of practices today and analysis of prospects for the future. Introduction to risk management and behavioral finance principles to understand the real-world functioning of securities, insurance, and banking industries. The ultimate goal of this course is using such industries effectively and towards a better society.

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  • 33 hours
  • English
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Embedded Hardware and Operating Systems

Embedded Hardware and Operating Systems

This course is intended for the Bachelor and Master's students, who like practical programming and making IoTs applications!\n\nIn this course, we will talk about two components of a cyber-physical system, namely hardware and operating systems. \n\nAfter completing this course, you will have knowledge of both hardware components and operating systems. You are able to plan and use embedded operating systems in resource-constraint devices for Internet-of-Things (cyber-physical system) applications.

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  • 17 hours
  • English
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Storytelling in Branding and Content Marketing

Storytelling in Branding and Content Marketing

Storytelling in Branding and Content Marketing is an IE University course for professionals who want to learn how to produce memorable content through quality storytelling.\n \nStudents will go through a learning process that will start with a deep understanding of the term Branded Content and its main differences with traditional advertising, simultaneously creating an effective storyline based on strong brand values and messages.

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  • 13 hours
  • English
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Medical Neuroscience

Medical Neuroscience

Medical Neuroscience explores the functional organization and neurophysiology of the human central nervous system, while providing a neurobiological framework for understanding human behavior. In this course, you will discover the organization of the neural systems in the brain and spinal cord that mediate sensation, motivate bodily action, and integrate sensorimotor signals with memory, emotion and related faculties of cognition.

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  • 71 hours
  • English
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The Horse Course: Introduction to Basic Care and Management

The Horse Course: Introduction to Basic Care and Management

There are over 100 million horses, donkeys and mules in the world today and owners of these animals can be found on almost every continent and in almost every society. The Horse Course will cover many unique aspects of equine ownership and touch upon the science behind many of today’s management practices.

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  • 19 hours
  • English
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Modernizing Data Lakes and Data Warehouses with Google Cloud

Modernizing Data Lakes and Data Warehouses with Google Cloud

The two key components of any data pipeline are data lakes and warehouses. This course highlights use-cases for each type of storage and dives into the available data lake and warehouse solutions on Google Cloud in technical detail. Also, this course describes the role of a data engineer, the benefits of a successful data pipeline to business operations, and examines why data engineering should be done in a cloud environment.\n\nThis is the first course of the Data Engineering on Google Cloud series.

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  • 7 hours
  • English
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Doing More with SAS Programming

Doing More with SAS Programming

This course is for business analysts and SAS programmers who want to learn data manipulation techniques using the SAS DATA step and procedures to access, transform, and summarize data. The course builds on the concepts that are presented in the Getting Started with SAS Programming course and is not recommended for beginning SAS software users.

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  • 25 hours
  • English
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