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Generalized Linear Models and Nonparametric Regression

Generalized Linear Models and Nonparametric Regression

In the final course of the statistical modeling for data science program, learners will study a broad set of more advanced statistical modeling tools. Such tools will include generalized linear models (GLMs), which will provide an introduction to classification (through logistic regression); nonparametric modeling, including kernel estimators, smoothing splines; and semi-parametric generalized additive models (GAMs). Emphasis will be placed on a firm conceptual understanding of these tools. Attention will also be given to ethical issues raised by using complicated statistical models.

  • مقدم بواسطة
  • التعلم الذاتي
  • 42 ساعات
  • language الإنجليزية
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  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Test Accessibility of your Design with A11ygator

Test Accessibility of your Design with A11ygator

In this project, you will use a free product called A11ygator to test a website for accessibility. An accessible website is one that is usable for everyone, including those with disabilities. Testing a website’s accessibility is important since ensuring that a website is accessible is often required by law. An accessible website benefits everyone—users and businesses—by improving the overall user experience.
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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  • التعلم الذاتي
  • 3 ساعات
  • language الإنجليزية
Planning: Principled, Proposing, Proofing, and Practicing to a Success Plan

Planning: Principled, Proposing, Proofing, and Practicing to a Success Plan

According to Steven Blank a business startup, or any new venture startup is essentially a proto-type. Thus the startup process essentially becomes a learning process to refine that business proto-type into a scalable, replicable finished 'product'.
At the end of this course learners will be able to:
-complete a business model summarizing assumptions about what value they will offer to whom, and how they will make
money.
- systematically test and validate these assumptions within the constraints of their available resources, and

  • مقدم بواسطة
  • التعلم الذاتي
  • 22 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Create a C# Class Definition to Track Employee Data

Create a C# Class Definition to Track Employee Data

By the end of this project, you will create an application that defines an Employee class and create one to many Employee object instances.
Object Oriented programming in languages such as C# is advantageous because it allows the programmer to think in terms of the way people think of the real world, in terms of Objects like employees, airplanes, and homes for example.
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.

  • مقدم بواسطة
  • التعلم الذاتي
  • 2 ساعات
  • language الإنجليزية
Getting Started with Liquid to Customize the Looker User Experience

Getting Started with Liquid to Customize the Looker User Experience

This is a Google Cloud Self-Paced Lab. In this lab you will use Liquid to customize dimensions and measure in Looker.

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  • التعلم الذاتي
  • 1 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Cloud Filestore: Qwik Start

Cloud Filestore: Qwik Start

This is a self-paced lab that takes place in the Google Cloud console. Cloud Filestore is a managed file storage service for applications that require a filesystem interface and a shared filesystem for data. Filestore gives users a simple, native experience for standing up managed Network Attached Storage (NAS) with their Google Compute Engine and Kubernetes Engine instances.

  • مقدم بواسطة
  • التعلم الذاتي
  • 1 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Introduction to Designing Data Lakes on AWS

Introduction to Designing Data Lakes on AWS

In this class, Introduction to Designing Data Lakes on AWS, we will help you understand how to create and operate a data lake in a secure and scalable way, without previous knowledge of data science! Starting with the "WHY" you may want a data lake, we will look at the Data-Lake value proposition, characteristics and components.

  • مقدم بواسطة
  • التعلم الذاتي
  • 13 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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The Sun and the Total Eclipse of August 2017

The Sun and the Total Eclipse of August 2017

A total eclipse is one of the most spectacular sights you can ever see! It looks like the end of the world may be at hand. There is a black hole in the sky where the sun should be. Pink flames of solar prominences and long silver streamers of the sun's corona stretch across the sky. It gets cold, and animals do strange things. People scream and shout and cheer, and remember the experience their whole life. But total eclipses are important scientifically as well. They let us see parts of the sun’s atmosphere that are otherwise invisible.

  • مقدم بواسطة
  • التعلم الذاتي
  • 8 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Sustainability Challenges for the Planet and Employers

Sustainability Challenges for the Planet and Employers

This course builds on the foundational knowledge gained in the first course in the series. Learners will continue to shape their understanding of global problems like climate change while developing their skills in using sustainability indicators, managing waste streams, addressing challenges, and providing green building recommendations. Mixed modalities continue to be used to provide text, video, interactive activities, and peer reviews so all learners can add to their knowledge around sustainability issues.

  • مقدم بواسطة
  • التعلم الذاتي
  • 13 ساعات
  • language الإنجليزية
الاشتراك الشهري
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  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Configuring and Deploying Windows SQL Server on Google Cloud

Configuring and Deploying Windows SQL Server on Google Cloud

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will configure a highly available SQL Server configuration. NOTE: This lab sets up a lab infrastructure when launched, which takes ap…

  • مقدم بواسطة
  • التعلم الذاتي
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Advanced Data Visualization with R

Advanced Data Visualization with R

Data visualization is a critical skill for anyone that routinely using quantitative data in his or her work - which is to say that data visualization is a tool that almost every worker needs today. One of the critical tools for data visualization today is the R statistical programming language. Especially in conjunction with the tidyverse software packages, R has become an extremely powerful and flexible platform for making figures, tables, and reproducible reports.

  • مقدم بواسطة
  • التعلم الذاتي
  • 11 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Infrastructure as Code with Terraform

Infrastructure as Code with Terraform

This is a self-paced lab that takes place in the Google Cloud console.
In this hands-on lab you will build, change, provision, and destroy infrastructure using Terraform in the cloud environment.

  • مقدم بواسطة
  • التعلم الذاتي
  • 1 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Mastering Data Analysis with Pandas: Learning Path Part 4

Mastering Data Analysis with Pandas: Learning Path Part 4

In this structured series of hands-on guided projects, we will master the fundamentals of data analysis and manipulation with Pandas and Python. Pandas is a super powerful, fast, flexible and easy to use open-source data analysis and manipulation tool. This guided project is the fourth of a series of multiple guided projects (learning path) that is designed for anyone who wants to master data analysis with pandas.
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.

  • مقدم بواسطة
  • التعلم الذاتي
  • 3 ساعات
  • language الإنجليزية
HTTP Load Balancer with Cloud Armor

HTTP Load Balancer with Cloud Armor

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you configure an HTTP Load Balancer with global backends. Then, you stress test the Load Balancer and blacklist the stress test IP with Cloud Armor.

  • مقدم بواسطة
  • التعلم الذاتي
  • 1 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Plant-Based Diets

Plant-Based Diets

In today's world, there are many eating patterns available to choose from. They can range across a dietary spectrum from a totally carnivorous diet (meat-eating) to an entirely herbivorous diet (plant-eating). Plant-based diets are diets that rely primarily or entirely on plant-based foods. This course has been designed to help those navigate the various available plant-based diet options, their associated health benefits, and the common myths surrounding these dietary lifestyles.

  • مقدم بواسطة
  • التعلم الذاتي
  • 3 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Mobile Architecture

Mobile Architecture

Explore the fundamental concepts behind mobile architecture such as layers, data flows, performance and components versus containers. Mobile architecture is a group of patterns and techniques that developers use to build a fully structured mobile application (app).
Get a deeper understanding of how mobile devices handle the data from React Native. Soon, you’ll build your own data rich components.

  • مقدم بواسطة
  • التعلم الذاتي
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Developing Applications with SQL, Databases, and Django

Developing Applications with SQL, Databases, and Django

Working with databases is a key skill for developers, especially those in Back-End, Full Stack, and DevOps roles. This course will teach you the fundamentals of relational databases and how to access them from your appli…

  • مقدم بواسطة
  • التعلم الذاتي
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Judgmental Business Forecasting in Excel

Judgmental Business Forecasting in Excel

In this course, we extend your business forecasting expertise from the first two courses of our Business Forecasting Specialisation on Time Series Models and Regression Models. We will explore the role of judgmental forecasting, when more quantitative forecasting methods have limitations, and we need to generate further business insights. We will be exploring some structured methodologies to create judgmental business forecasts using Business Indicators, Subjective Assessment Methods, and Exploratory Methods.

  • مقدم بواسطة
  • التعلم الذاتي
  • 10 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Create a Project Tracker with Airtable

Create a Project Tracker with Airtable

Airtable is a cloud collaboration service that combines the features of databases and spreadsheets. In this 1.5 hour guided project, you will learn the basics of relational database and get up to speed with Airtable and create a project tracker. No prior experience is required. Although experience with spreadsheets is helpful. A free account with Airtable is required. Signing up before starting the class is recommended.

  • مقدم بواسطة
  • التعلم الذاتي
  • 2 ساعات
  • language الإنجليزية
Intercultural Management

Intercultural Management

This MOOC explores different aspects of intercultural management, including teams, leadership, Human Resource Management, marketing and negotiations. When you complete this MOOC, you will have a richer understanding of the concept of culture, and how culture influences the way that individuals behave.

  • مقدم بواسطة
  • التعلم الذاتي
  • 15 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Managing Linux Systems

Managing Linux Systems

In this course, we look at how to manage a system with the Linux operating system installed. The course material is a good for anyone preparing for the Linux Foundation Certified IT Associate (LFCA) exam or just interested in learning more about Linux.

  • مقدم بواسطة
  • التعلم الذاتي
  • 17 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Functional Program Design in Scala

Functional Program Design in Scala

In this course you will learn how to apply the functional programming style in the design of larger Scala applications. You'll get to know important new functional programming concepts, from lazy evaluation to structuring your libraries using monads. We'll work on larger and more involved examples, from state space exploration to random testing to discrete circuit simulators. You’ll also learn some best practices on how to write good Scala code in the real world. Finally, you will learn how to leverage the ability of the compiler to infer values from types.

  • مقدم بواسطة
  • التعلم الذاتي
  • 35 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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AWS: Containerization

AWS: Containerization

AWS: Containerization Course is the fourth course of Exam Prep: AWS Certified DevOps Engineer - Professional Specialization. This course teaches deploying container-based applications using AWS services. This also focuses on running Kubernetes in the AWS cloud and on-premises data centers. In the end, it teaches learners to migrate and modernize Java and .NET web applications into container format. The course is divided into three modules and each module is further segmented by Lessons and Video Lectures.

  • مقدم بواسطة
  • التعلم الذاتي
  • 6 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
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Create a Facebook Business Page

Create a Facebook Business Page

This1.5-hour long project-based course is an introduction on how to create a Facebook business page. For this project, we will be working on Facebook. Facebook is a social media platform and a great resource for businesses looking to reach a wider audience.
The following will be covered:
- Create a Facebook page with descriptions, profile picture and a cover photo.
- Edit Facebook page’s full info.
- Create automated messages and automated responses.
- Add Instagram handle and WhatsApp number to Facebook.
- Add an admin to your Facebook Page.

  • مقدم بواسطة
  • التعلم الذاتي
  • 2 ساعات
  • language الإنجليزية
Style Tables with CSS

Style Tables with CSS

In this intermediate-level course you will explore how CSS (Cascading Stylesheets) can be used to alter the appearance of a table on your web page. HTML is used to add a table to a website to organize content. CSS is used to make that table easier to read and more visually appealing to website visitors. You will use the Notepad++ editor to write CSS rules with a variety of selectors and properties that are applied to table components to change their appearance. The Chrome browser is used to display the page to test the results of your work.

  • مقدم بواسطة
  • التعلم الذاتي
  • 3 ساعات
  • language الإنجليزية