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Handling Imbalanced Data Classification Problems

Handling Imbalanced Data Classification Problems

In this 2-hour long project-based course on handling imbalanced data classification problems, you will learn to understand the business problem related we are trying to solve and and understand the dataset. You will also learn how to select best evaluation metric for imbalanced datasets and data resampling techniques like undersampling, oversampling and SMOTE before we use them for model building process. At the end of the course you will understand and learn how to implement ROC curve and adjust probability threshold to improve selected evaluation metric of the model.

  • مقدم بواسطة
  • التعلم الذاتي
  • 3 ساعات
  • language الإنجليزية
Kotlin For Beginners: Data Types and Conditional Expressions

Kotlin For Beginners: Data Types and Conditional Expressions

In this Kotlin for Beginners: Data Types and Conditional Expression project you will learn the basics of programming using Kotlin. By the end of this guided project you will build volunteer contact app while learning the basics of Kotlin Programming. You will also learn to create your own cumulative percentage calculator with conditional expressions as a part of the optional cumulative project for this guided project.

  • مقدم بواسطة
  • التعلم الذاتي
  • 3 ساعات
  • language الإنجليزية
Disability Inclusion in Education: Building Systems of Support

Disability Inclusion in Education: Building Systems of Support

Worldwide millions of children are not able to fully participate in schooling, and this is especially a problem for children with disabilities. In this course, we explore the support that teachers need in order to meet the needs of children with severe to profound hearing, visual and intellectual disabilities. We consider how this can be done by talking with a range of experts - from teachers to activists - about inclusive education as well as sharing experiences of education.

  • مقدم بواسطة
  • التعلم الذاتي
  • 14 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Weather Data in BigQuery

Weather Data in BigQuery

In this lab you analyze historical weather observations using BigQuery and use weather data in conjunction with other datasets. This lab is part of a series of labs on processing scientific data.

  • مقدم بواسطة
  • التعلم الذاتي
  • 1 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Cloud SQL for MySQL: Qwik Start

Cloud SQL for MySQL: Qwik Start

This is a self-paced lab that takes place in the Google Cloud console.
Create a Google Cloud SQL MySQL instance and perform SQL operations using Google Cloud Platform Console and mysql client. Watch this short video, Manage PostgreSQL and MySQL Databases Easily with Cloud SQL.

  • مقدم بواسطة
  • التعلم الذاتي
  • 1 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
BigQuery Fundamentals for Teradata Professionals

BigQuery Fundamentals for Teradata Professionals

This course covers BigQuery fundamentals for professionals who are familiar with SQL-based cloud data warehouses in Teradata and want to begin working in BigQuery. Through interactive lecture content and hands-on labs, you learn how to provision resources, create and share data assets, ingest data, and optimize query performance in BigQuery. Drawing upon your knowledge of Teradata, you also learn about similarities and differences between Teradata and BigQuery to help you get started with data warehouses in BigQuery.

  • مقدم بواسطة
  • التعلم الذاتي
  • 6 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Water Resources Management and Policy

Water Resources Management and Policy

Water management today is faced with new challenges such as climate change or the effects of human activity. Public and private stakeholders who are active in this field must develop new ways to better manage the water cycle "as a whole".

  • مقدم بواسطة
  • التعلم الذاتي
  • 10 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
BIM Fundamentals for Engineers

BIM Fundamentals for Engineers

​The course is designed for students to learn the essential concepts of BIM, and the basic technical skills to create and manipulate a BIM model. Those skills include how to retrieve information from a BIM model and how to use common modeling tools.

  • مقدم بواسطة
  • التعلم الذاتي
  • 13 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Power Onboarding

Power Onboarding

Power Onboarding provides practical, easy-to-use tools to guide an individual who is transitioning to a new job. Students will prepare an actionable personal onboarding plan that will set them up for success in their new role. Research has shown that an actively followed power onboarding plan will allow an individual to reach proficiency in a new position up to 30% faster than the typical transitioning manager. In this course, students will develop their own onboarding plan, allowing them to contribute sooner and be eligible for promotion earlier.

  • مقدم بواسطة
  • التعلم الذاتي
  • 7 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Bend, Warp, and Style Text with Inkscape

Bend, Warp, and Style Text with Inkscape

By the end of this project, you’ll be able to apply filters and path effects to text in Inkscape. Inkscape is a free vector graphics program that can customize letters and text, helping you to create unique images for digital and print use.
You’ll get comfortable using non-destructive effects, ones that allow you to edit the text and type out new words. You’ll also practice using destructive effects, where you’ll trade the ability to type out new text for the ability to change the shape of the existing text.

  • مقدم بواسطة
  • التعلم الذاتي
  • 2 ساعات
  • language الإنجليزية
Calculus: Single Variable Part 4 - Applications

Calculus: Single Variable Part 4 - Applications

Calculus is one of the grandest achievements of human thought, explaining everything from planetary orbits to the optimal size of a city to the periodicity of a heartbeat. This brisk course covers the core ideas of single-variable Calculus with emphases on conceptual understanding and applications. The course is ideal for students beginning in the engineering, physical, and social sciences.

  • مقدم بواسطة
  • التعلم الذاتي
  • 21 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Cybersecurity for Data Science

Cybersecurity for Data Science

This course aims to help anyone interested in data science understand the cybersecurity risks and the tools/techniques that can be used to mitigate those risks. We will cover the distinctions between confidentiality, integrity, and availability, introduce learners to relevant cybersecurity tools and techniques including cryptographic tools, software resources, and policies that will be essential to data science. We will explore key tools and techniques for authentication and access control so producers, curators, and users of data can help ensure the security and privacy of the data.

  • مقدم بواسطة
  • التعلم الذاتي
  • 19 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
C++ Classes and Objects

C++ Classes and Objects

In this project you will create an application that defines a Car class and create one to many Car objects using C++.

  • مقدم بواسطة
  • التعلم الذاتي
  • 2 ساعات
  • language الإنجليزية
Configure and verify PPP and Frame Relay on Cisco Routers

Configure and verify PPP and Frame Relay on Cisco Routers

Welcome to the CCNA 1.10: Configure and Verify PPP and Frame Relay on Cisco Routers, In this guided project, you will configure and verify WAN connections on Cisco routers, you will setup PPP connection and authentication, configure and verify frame-relay, and setup frame-relay sub-interfaces.

  • مقدم بواسطة
  • التعلم الذاتي
  • 2 ساعات
  • language الإنجليزية
Filtering Explores with LookML

Filtering Explores with LookML

This is a Google Cloud Self-Paced Lab. In this lab, you will learn how to filter explores with LookML

  • مقدم بواسطة
  • التعلم الذاتي
  • 1 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Create an interactive story game with Twine

Create an interactive story game with Twine

In this 2-hour long project-based course, you will learn how to create an interactive story game with the leading open source interactive fiction development platform Twine. You will learn how to create an interactive detective story, setting up variables, creating character sheet, inventory and clues, rolling dice and incorporating an RPG-style fighting mechanism.
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
Introduction to AWS Elastic File System

Introduction to AWS Elastic File System

Amazon Elastic File System offers a simple interface that allows you to create and configure file systems quickly and easily in AWS. By the end of this project, you will get a real world experience of working with EFS on a production environment. The Idea is to create an EFS in AWS and create a text document using one Linux Instance and access the same document via another Linux Instance.

  • مقدم بواسطة
  • التعلم الذاتي
  • 3 ساعات
  • language الإنجليزية
Migrate to Cloud SQL for PostgreSQL using Database Migration Service

Migrate to Cloud SQL for PostgreSQL using Database Migration Service

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you migrate a stand-alone PostgreSQL database (running on a virtual machine) to Cloud SQL for PostgreSQL using a continuous Database Migration Service job and VPC peering for connectivity.

  • مقدم بواسطة
  • التعلم الذاتي
  • 1 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Python Basics: Selection and Iteration

Python Basics: Selection and Iteration

Code and run your first python program in minutes without installing anything!
This course is designed for learners with no coding experience, providing a solid foundation of not just python, but core Computer Science topics that can be transferred to other languages. The modules in this course cover printing, operators, iteration (i.e., loops), and selection (i.e., conditionals).

  • مقدم بواسطة
  • التعلم الذاتي
  • 9 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Take a Swing at Baseball Analytics: Explore Player Careers

Take a Swing at Baseball Analytics: Explore Player Careers

Former Major League Baseball (MLB) player Matt Kata joins MathWorks to introduce you to data analysis using baseball statistics. By analyzing historic batting statistics, you will explore player careers and answer the question: When do great hitters peak in their career?

  • مقدم بواسطة
  • التعلم الذاتي
  • 4 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Introduction to Market Research

Introduction to Market Research

This course concentrates on the foundations of market research. You will be introduced to the essentials and nature of market research, the research process and the importance of a research proposal. Focus will be devoted to problem formulation, problem solving, research questions and research objectives. The course will be completed with a discussion of ethics on market research.
Learners who successfully complete this course will be able to:
- Discuss the fundamentals of market research
- Reflect on the research process

  • مقدم بواسطة
  • التعلم الذاتي
  • 24 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
How to design Facebook/IG Stories using Canva

How to design Facebook/IG Stories using Canva

In this 1-hour long project-based course, you will learn how to create designs for Instagram/Facebook stories using Canva. We will use the Canva platform to create social media(Instagram and Facebook) stories using built-in templates as well as from the scratch. This course includes Canva introduction, exploration of Canva dashboard, you will learn to use different elements from Canva, creation of social media stories using built-in templates, and from the scratch. You will also learn how you can use free images from a third-party source like Pixabay.

  • مقدم بواسطة
  • التعلم الذاتي
  • 2 ساعات
  • language الإنجليزية
Inspect ADA Compliance with Chrome Screen Reader Extensions

Inspect ADA Compliance with Chrome Screen Reader Extensions

By the end of this project, you will be able to confidently leverage Chrome browser extensions to test information accessibility, so that you can ensure that as much of your audience as possible can intuitively take in and interact with your organization’s information.
To do this, you will gain hands-on experience working with the free screen reader extension in your Google Chrome browser.
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
Assessing Achievement with the ELL in Mind

Assessing Achievement with the ELL in Mind

In this course, you will learn how to design assessments around the needs of your ELL students and their language level. You will learn how to incorporate language and content requirements for both formative and summative assessment types. You will learn to assess your ELL students through the use of project and task-based assignments. You will learn to use and modify rubrics to align to and measure student achievement of your language and content learning objectives. The course will also briefly cover strategies for supporting ELL students during standardized testing.

  • مقدم بواسطة
  • التعلم الذاتي
  • 22 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Program Risk Management in ClickUp

Program Risk Management in ClickUp

By the end of this guided project, you will be fluent in creating Program Risk Management artefacts for the Planning Phase for diverse programs. You will utilise a logical diagramming plan in an agile environment to develop the solution. This will enable you to identify and classify the required components for risk planning and management. Furthermore, it will help develop a structural model for learning about the field of Program Management.
If you are interested in building up the knowledge leading to this guided project, the following is the link to:

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