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Machine Learning Algorithms: Supervised Learning Tip to Tail

Machine Learning Algorithms: Supervised Learning Tip to Tail

This course takes you from understanding the fundamentals of a machine learning project. Learners will understand and implement supervised learning techniques on real case studies to analyze business case scenarios where decision trees, k-nearest neighbours and support vector machines are optimally used.

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  • 9 ساعات
  • الإنجليزية
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Introduction to UX Design MasterTrack Certificate Program

Introduction to UX Design MasterTrack Certificate Program

User experience is a highly in-demand field which requires a holistic understanding of the design process. This course is a "sample" of the UX Design MasterTrack certificate program. You will have the opportunities to explore core topics in UX including Ethics and Research, User Research, User Testing, and Visual Literacy as four modules. You can take the opportunity to gain some basic understanding of UX research, and take this course as a pathway to the  UX Design MasterTrack certificate program.

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  • 5 ساعات
  • الإنجليزية
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Applying Data Analytics in Accounting

Applying Data Analytics in Accounting

This course explores business analytic applications in accounting. First, it presents a survey of technology topics in accounting, including process mining, blockchain and applications in audit, tax, and assurance. Next, the course explores visualization and basic analytics in audit and control testing using R and Alteryx. Next, the course examines the uses of text analysis in accounting and conducts text analysis using R and RStudio. Finally, the course examines robot process automation in general using UiPath and its applications in accounting.

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  • 14 ساعات
  • الإنجليزية
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Securing Google Cloud with CFT Scorecard

Securing Google Cloud with CFT Scorecard

This is a self-paced lab that takes place in the Google Cloud console. CFT Scorecard is a utility you can combine with Forseti policies to check for violations in your Google Cloud environment.

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  • 1 ساعات
  • الإنجليزية
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Computer Vision in Microsoft Azure

Computer Vision in Microsoft Azure

In Microsoft Azure, the Computer Vision cognitive service uses pre-trained models to analyze images, enabling software developers to easily build applications"see" the world and make sense of it. This ability to process images is the key to creating software that can emulate human visual perception. In this course, you'll explore some of these capabilities as you learn how to use the Computer Vision service to analyze images. This course will help you prepare for Exam AI-900: Microsoft Azure AI Fundamentals.

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  • 8 ساعات
  • الإنجليزية
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Features and Boundaries

Features and Boundaries

This course focuses on the detection of features and boundaries in images. Feature and boundary detection is a critical preprocessing step for a variety of vision tasks including object detection, object recognition and metrology – the measurement of the physical dimensions and other properties of objects. The course presents a variety of methods for detecting features and boundaries and shows how features extracted from an image can be used to solve important vision tasks. We begin with the detection of simple but important features such as edges and corners.

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  • 23 ساعات
  • الإنجليزية
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Create IoT Solutions in Microsoft Azure

Create IoT Solutions in Microsoft Azure

In this 1-hour long project-based course, you will learn to create an IoT hub in the Azure cloud, and learn to use the Azure IoT Hub extension for Visual Studio Code to monitor and send device-to-cloud messages and cloud-to-device messages. Then you will learn to create an Azure storage account and create a stream analytics job with an IoT hub as input and a storage account as output so that the messages can be stored on the Azure storage.

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  • 3 ساعات
  • الإنجليزية
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Predict Diabetes with a Random Forest using R

Predict Diabetes with a Random Forest using R

In this 1-hour long project-based course, you will learn how to (complete a training and test set using an R function, practice looking at data distribution using R and ggplot2, Apply a Random Forest model to the data, and examine the results using RMSE and a Confusion Matrix).

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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  • 4 ساعات
  • الإنجليزية
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Create a simple record of student marks using Java HashMap

Create a simple record of student marks using Java HashMap

Create a simple record of student marks using Java HashMap

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  • 3 ساعات
  • الإنجليزية
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Calculus through Data & Modelling: Vector Calculus

Calculus through Data & Modelling: Vector Calculus

This course continues your study of calculus by focusing on the applications of integration to vector valued functions, or vector fields. These are functions that assign vectors to points in space, allowing us to develop advanced theories to then apply to real-world problems. We define line integrals, which can be used to fund the work done by a vector field. We culminate this course with Green's Theorem, which describes the relationship between certain kinds of line integrals on closed paths and double integrals.

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  • 5 ساعات
  • الإنجليزية
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Microeconomics: When Markets Fail

Microeconomics: When Markets Fail

Perfect markets achieve efficiency: maximizing total surplus generated. But real markets are imperfect. In this course we will explore a set of market imperfections to understand why they fail and to explore possible remedies including as antitrust policy, regulation, government intervention. Examples are taken from everyday life, from goods and services that we all purchase and use. We will apply the theory to current events and policy debates through weekly exercises. These will empower you to be an educated, critical thinker who can understand, analyze and evaluate market outcomes.

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  • 12 ساعات
  • الإنجليزية
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Robotic Mapping and Trajectory Generation

Robotic Mapping and Trajectory Generation

In this second course of the Introduction to Robotics specialization, "Robotic Mapping and Trajectory Generation", you will learn how to perform basic inverse kinematics of (non-)holonomic systems using a feedback control approach. You will also learn how to process multi-dimensional sensor signals such as laser range scanners for mapping.

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  • 26 ساعات
  • الإنجليزية
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Research Report: Delivering Insights

Research Report: Delivering Insights

You have completed all the hard work of conducting your internal, secondary, and primary research. You have analyzed all the data and are able to formulate insights and recommendations based on your research proposal. But what is the best way to present your findings and be able to make a decision? In this course, you will discuss how to incorporate a story in your marketing presentation to help you capture the attention and gain support of stakeholders and business leaders.

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  • 15 ساعات
  • الإنجليزية
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Create User Directory and Files with Linux Commands

Create User Directory and Files with Linux Commands

Practically everything on a Linux operating system is a directory or file. It is important to understand how the file system is structured and how to manipulate it from the command line. This allows for file management even when no GUI tools are present, which is common in a server environment. For example, in an organization it is important for new users to share a common directory and file setup to improve productivity. A system admin can add the new user and create the directory structure common to all other users in the system.

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  • 2 ساعات
  • الإنجليزية
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Artificial Creativity

Artificial Creativity

Artificial Creativity explores the emerging field of creativity in artificial intelligence (AI) from a design perspective, bringing together insights from computer science and creative disciplines. In this course, you will survey the history and theories behind today's creative AI, analyze the unorthodox approaches that have advanced the field, and experience cutting-edge creative AI tools. At the same time, you will learn design thinking research methods, how to implement them for your creative insights, and how to translate them to professional and business contexts.

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  • 13 ساعات
  • الإنجليزية
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Managing and Securing the Apigee Hybrid API Platform

Managing and Securing the Apigee Hybrid API Platform

This course discusses how environments are managed in Apigee hybrid, and how runtime plane components are secured. You will also learn how to deploy and debug API proxies in Apigee hybrid, and about capacity planning and scaling.

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  • 4 ساعات
  • الإنجليزية
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Violence Against Healthcare

Violence Against Healthcare

At the global level, there are many countries marked by violence affecting health care. The 'Health care in danger' project aims to establish practical measures and recommendations that can be implemented on the ground by policy-makers, humanitarian organizations and health professionals.

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  • 15 ساعات
  • الإنجليزية
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Chronicle SIEM: Outcomes & Functions

Chronicle SIEM: Outcomes & Functions

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn more about the Outcomes and Functions of the Chronicle security solution.

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  • 2 ساعات
  • الإنجليزية
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Fundamentals of Materials Science

Fundamentals of Materials Science

Materials are the physical foundations for the development of science and technology. The human civilizations are historically designated by the evolution of materials, such as the Stone Age, the Bronze Age and the Iron Age. Nowadays, materials science and technology support most of the industrial sectors, including aerospace, telecommunications, transportation, architecture, infrastructure and so on. Fundamentals of Materials Science is a core module for undergraduates majored in materials science and engineering. This English course will be taught by Prof. Guo Qiang, Prof. Reddy and Prof.

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  • 20 ساعات
  • الإنجليزية
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Climate Change Mitigation in Developing Countries

Climate Change Mitigation in Developing Countries

This course challenges you to consider how one might lift societies out of poverty while also mitigating greenhouse gas emissions. We explore the inherent complexity of developing country governments wanting to grow their economies in a climate-friendly way. You will be introduced to an approach with which to address this challenge. The approach consists of a facilitated process whereby academic researchers and high-level influential actors within society co-produce knowledge. You will track this process in four Latin American countries - Brazil, Chile, Colombia, Peru, and South Africa.

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  • 18 ساعات
  • الإنجليزية
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Design a Remote Sprint to Test Prototypes in Miro

Design a Remote Sprint to Test Prototypes in Miro

By the end of this project, you will be able to design and build a remote 5-day sprint to develop and test prototypes. As you work through your project, you will understand how this process helps teams efficiently and effectively deliver products with high levels of user acceptance.
To do this, you will gain hands-on experience applying agile thinking to place the right people on a cross-functional team, assign roles, and create a roadmap for prototype development and testing success, and visualize the sprint in the Miro online visual collaboration platform for teamwork.

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  • 3 ساعات
  • الإنجليزية
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FL Studio Basics

FL Studio Basics

FL Studio is one of the most powerful digital audio workstations (DAW) on the market today. This music software has come a long way since entering the market as “FruityLoops” at the turn of the century: It now has functions that can take your music project from a scratch track to a mastered mix, and even allows you to create visuals to accompany your audio. This course is designed to take you through the basics of using FL Studio and show you what makes it unique from other DAWs out there.

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  • 12 ساعات
  • الإنجليزية
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Introduction to Customer Service

Introduction to Customer Service

The Introduction to Customer Service course presents an in-depth look at communication, time management and de-escalation needed for a career in customer service. This course presents frameworks for communication, time management and problem-solving that allow you to improve your skills immediately and to evaluate customer service interactions. In addition, hands-on activities and community observations and projects are a part of this course, allowing you to get a real-world idea of key areas of customer service happening in your community.

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  • 19 ساعات
  • الإنجليزية
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Valuation and Financial Analysis For Startups Capstone

Valuation and Financial Analysis For Startups Capstone

This is a peer review course. In the capstone project, you are going to apply what you have learned in the previous courses. The final output from this project is an estimation of a firm. You can choose either a public company or a startup depending on the availability of information on the firm. If you have your own startup, then you can do this capstone project on the startup. If not, then you can do this project of a public company. Therefore, the first step is selecting an actual company that you are interested in.

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  • 7 ساعات
  • الإنجليزية
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International Marketing & Cross Industry Growth Capstone Project

International Marketing & Cross Industry Growth Capstone Project

This course will act as the culmination of the Specialization: International Marketing & Cross Industry Growth. The aim is to help you apply what you have learned during the 16 weeks of the 5 courses and conduct an "action learning" project that will consist of the following: 1. Situation Analysis for their chosen company or brand. 2. Marketing Mix Analysis for their chosen company or brand. 3. Cross Country Innovation Plan when expanding abroad. 4.

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  • 11 ساعات
  • الإنجليزية
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