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Ensemble Methods in Machine Learning

Ensemble Methods in Machine Learning

In this 2-hour long project-based course, you will learn how to implement various ensemble techniques and use it in machine learning. Ensemble models in machine learning combine the decisions from multiple models to improve the overall performance, The main causes of error in learning models are due to noise, bias and variance, Ensemble methods help to minimize these factors.

  • مقدم بواسطة
  • التعلم الذاتي
  • 3 ساعات
  • language الإنجليزية
Introduction to Molecular Spectroscopy

Introduction to Molecular Spectroscopy

The course introduces the three key spectroscopic methods used by chemists and biochemists to analyse the molecular and electronic structure of atoms and molecules. These are UV/Visible , Infra-red (IR) and Nuclear Magnetic Resonance (NMR) spectroscopies. The content is presented using short focussed and interactive screencast presentations accompanied by formative quizzes to probe understanding of the key concepts presented. Numerous exercises are provided to facilitate mastery of each topic.

  • مقدم بواسطة
  • التعلم الذاتي
  • 11 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Predict Future Product Prices Using Facebook Prophet

Predict Future Product Prices Using Facebook Prophet

In this 1-hour long project-based course, you will be able to:
- Understand the theory and intuition behind Facebook times series forecasting tool
- Import Key libraries, dataset and visualize dataset
- Build a time series forecasting model using Facebook Prophet to predict future product prices
- Compile and fit time series forecasting model to training data
- Assess trained model performance
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
Getting started with Azure Data Explorer

Getting started with Azure Data Explorer

In this 1 hour long project-based course, you will learn to create an Azure Data Explorer or ADX cluster in the Azure portal. You will learn to create databases and tables and perform data ingestion using commands as well as using one click ingestion method. You will also learn to manage scaling in Azure Data Explorer and manage database permissions. You will conclude by learning how to query data in Azure Data Explorer using Kusto Query Language.
You should have an active azure account

  • مقدم بواسطة
  • التعلم الذاتي
  • 3 ساعات
  • language الإنجليزية
Cifar-10 Image Classification with Keras and Tensorflow 2.0

Cifar-10 Image Classification with Keras and Tensorflow 2.0

In this guided project, we will build, train, and test a deep neural network model to classify low-resolution images containing airplanes, cars, birds, cats, ships, and trucks in Keras and Tensorflow 2.0. We will use Cifar-10 which is a benchmark dataset that stands for the Canadian Institute For Advanced Research (CIFAR) and contains 60,000 32x32 color images. This project is practical and directly applicable to many industries.

  • مقدم بواسطة
  • التعلم الذاتي
  • 2 ساعات
  • language الإنجليزية
Connect and Protect: Networks and Network Security

Connect and Protect: Networks and Network Security

This is the third course in the Google Cybersecurity Certificate. These courses will equip you with the skills you need to apply for an entry-level cybersecurity job. You’ll build on your understanding of the topics that were introduced in the second Google Cybersecurity Certificate course.

  • مقدم بواسطة
  • التعلم الذاتي
  • 15 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Build a Full Website using WordPress

Build a Full Website using WordPress

By the end of this project, you will create a full web-site that is attractive and user friendly using a free content management system, WordPress. You will learn how to create a website utilizing themes and plug-ins using the web creation tool. You’ll have a virtual space to showcase your business with customers who want to stay connected.
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
Image Noise Reduction with Auto-encoders using TensorFlow

Image Noise Reduction with Auto-encoders using TensorFlow

In this 2-hour long project-based course, you will learn the basics of image noise reduction with auto-encoders. Auto-encoding is an algorithm to help reduce dimensionality of data with the help of neural networks. It can be used for lossy data compression where the compression is dependent on the given data. This algorithm to reduce dimensionality of data as learned from the data can also be used for reducing noise in data.

  • مقدم بواسطة
  • التعلم الذاتي
  • 3 ساعات
  • language الإنجليزية
Sales Force Management

Sales Force Management

The second course in the Sales Operations/Management Specialization, Sales Force Management covers various aspects of hiring and personnel administration. Students will learn about job design and recruitment processes, tools of recruitment, the role of training in sales force development, and motivating salespeople to perform the tasks critical to an organization's success.

  • مقدم بواسطة
  • التعلم الذاتي
  • 19 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Health for All Through Primary Health Care

Health for All Through Primary Health Care

This course explores why primary health care is central for achieving Health for All. It provides examples of how primary health care has been instrumental in approaching this goal in selected populations and how the principles of primary health care can guide future policies and actions.

  • مقدم بواسطة
  • التعلم الذاتي
  • 11 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Market Research and Analysis for Tech Industries

Market Research and Analysis for Tech Industries

Developing a revolutionary design or product or software often becomes an all-consuming pursuit in industry. Yet, many gifted engineers and technologists are eventually bewildered to discover, only too late, that their innovative product is wholly insufficient. A great design accomplishes nothing if it fails to address critical needs and the only means of aligning those is a deep understanding of the consumer or business customer. Fully 94% of executives admit that their organizations fail to truly understand the customer.

  • مقدم بواسطة
  • التعلم الذاتي
  • 19 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Advanced Features with Relational Database Tables Using SQLiteStudio

Advanced Features with Relational Database Tables Using SQLiteStudio

In this course, you’ll increase your knowledge of and experience with relational tables as you explore alternative ways of getting data into tables. You’ll also look at some of the advanced features that can give relational tables super powers. As you learn about the new features, you’ll use SQLiteStudio to apply them to your tables. Those features will enable your tables to more efficiently manage data—while keeping your data safe and accurate.

  • مقدم بواسطة
  • التعلم الذاتي
  • 2 ساعات
  • language الإنجليزية
How to improve customer satisfaction on Facebook

How to improve customer satisfaction on Facebook

In this guided project, you will learn how to improve customer satisfaction, increase customer's purchase experience with respect to post purchase strategy, understand the three purchase stages, and increase customer survey response rates on Facebook.
By the end of this project, you will have learned how to ensure customer satisfaction on Facebook.

  • مقدم بواسطة
  • التعلم الذاتي
  • 3 ساعات
  • language الإنجليزية
Encoder-Decoder Architecture - Português Brasileiro

Encoder-Decoder Architecture - Português Brasileiro

Este curso apresenta um resumo da arquitetura de codificador-decodificador, que é uma arquitetura de machine learning avançada e frequentemente usada para tarefas sequência para sequência (como tradução automática, resumo de textos e respostas a perguntas). Você vai conhecer os principais componentes da arquitetura de codificador-decodificador e aprender a treinar e disponibilizar esses modelos. No tutorial do laboratório relacionado, você vai codificar uma implementação simples da arquitetura de codificador-decodificador para geração de poesia desde a etapa inicial no TensorFlow.

  • مقدم بواسطة
  • التعلم الذاتي
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Introduction to Religions & Ecology

Introduction to Religions & Ecology

At first glance the fields of religion and ecology may seem and unlikely pairing, but a deeper consideration reveals the two have a great deal to contribute to one another and are indeed inextricably linked. Religions recognize the unity and interdependence of humans with nature. Ecological sciences affirm this deep interconnection with the natural world. This partnership can inspire work for the wellbeing of the Earth community


  • مقدم بواسطة
  • التعلم الذاتي
  • 15 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Employee Relations

Employee Relations

This course explores how to create and administer policies and procedures for an organization. You will evaluate the values and attitudes between the workforce and employees. You will learn performance methods for all levels of employees.
By the end of this course, you will be able to:
● Create policies for the workforce and employees of an organization
● Evaluate different attitudes and values between the workforce and organization
● Summarize company culture and how it is monitored and how it evolves

  • مقدم بواسطة
  • التعلم الذاتي
  • 22 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Build CSS3 Flexbox Holy Grail Layout in Angular

Build CSS3 Flexbox Holy Grail Layout in Angular

In this beginner level project, you will implement and build responsive CSS3 Flexbox Holy Grail Layout in Angular which will be helpful in building modern web and mobile layouts. The pre-requisite for this guided project is have background in HTML,CSS, JavaScript/TypeScript, Flexbox and basics on building blocks of Angular Applications.

  • مقدم بواسطة
  • التعلم الذاتي
  • 2 ساعات
  • language الإنجليزية
Electric Industry Operations and Markets

Electric Industry Operations and Markets

This is a two week course. In the first week you will learn about the core activities that the Industry executes to bring electricity to customers. We will review what electricity is, how it is generated, how it is transmitted, how it comes into buildings, and how consumption of electricity instantly feeds back on the transmission and generation of electricity. You will learn to:
Define what electricity is;
Describe how electricity is generated, transmitted and distributed;
Describe how electricity is generated, transmitted and distributed; and

  • مقدم بواسطة
  • التعلم الذاتي
  • 8 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
The Search for Great Ideas: Harnessing creativity to empower innovation.

The Search for Great Ideas: Harnessing creativity to empower innovation.

Where do great business ideas come from? We all have compelling business concepts that we've been thinking about for years. In this course we will explore how to use observational tools and other techniques for idea generation and we will talk about how to evaluate the good ideas from the bad. The goal is to settle on a business idea that you are not only passionate about but also has real market application.
At the end of this course learners will be able to:
-build a resource inventory from which they can assess and create market opportunities;

  • مقدم بواسطة
  • التعلم الذاتي
  • 7 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Tencent Cloud Developer Associate

Tencent Cloud Developer Associate

This course equips learners with a foundational knowledge in cloud application development and prepares them to take the Tencent Cloud Developer Associate examination. After completing this course, learners will be able to reconstruct and migrate traditional applications to the cloud and design and develop cloud native applications and distributed microservices using Tencent Cloud.

  • مقدم بواسطة
  • التعلم الذاتي
  • 11 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Using Advanced SWOT Analysis to Determine Competitiveness

Using Advanced SWOT Analysis to Determine Competitiveness

By the end of this guided project, you will be able to use the Advanced SWOT analysis framework to determine your competitiveness. The advanced SWOT analysis was developed to address the limitations inherent in the simple SWOT framework. In a simple SWOT, strengths and weaknesses or opportunities and threats are equal to each other. Because of the limitations of the SWOT analysis, it was only considered to be a reference to further analysis. However, the Advance SWOT analysis is a much more robust framework that enables prioritization of factors.

  • مقدم بواسطة
  • التعلم الذاتي
  • 2 ساعات
  • language الإنجليزية
How to setup a followers campaign on Twitter

How to setup a followers campaign on Twitter

In this guided tutorial, you will learn how to setup a followers campaign on Twitter.
Note: This tutorial 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
VEGA for Beginners: Scan for Web Vulnerabilities

VEGA for Beginners: Scan for Web Vulnerabilities

This Guided Project 'VEGA for Beginners: Scan for Web Vulnerabilities' is for web developers, security professionals, and anyone who is interested in learning about web application security testing. In this 1 hour long project-based course, you will learn how to deploy and configure VEGA on Windows to scan for high, medium and low web vulnerabilities including SQL injection. You will learn how to use the VEGA scanner to identify SQL injection vulnerabilities in web applications, including how to configure and use the tool, and how to verify its results.

  • مقدم بواسطة
  • التعلم الذاتي
  • 3 ساعات
  • language الإنجليزية
Data Integration with Microsoft Azure Data Factory

Data Integration with Microsoft Azure Data Factory

In this course, you will learn how to create and manage data pipelines in the cloud using Azure Data Factory.
This course is part of a Specialization intended for Data engineers and developers who want to demonstrate their expertise in designing and implementing data solutions that use Microsoft Azure data services. It is ideal for anyone interested in preparing for the DP-203: Data Engineering on Microsoft Azure exam (beta).

  • مقدم بواسطة
  • التعلم الذاتي
  • 16 ساعات
  • language الإنجليزية
الاشتراك الشهري
متضمن في
  • الباقة الإبتدائية @ AED 99 + VAT
  • الباقة الاحترافية @ AED 149 + VAT
اعرف المزيد
Create Your UI/UX Portfolio with GitHub

Create Your UI/UX Portfolio with GitHub

Learners will create a portfolio showcasing their UI/UX projects and deploy it to GitHub. Creating a strong portfolio showcases not only their skills as a designer, but also their perseverance to learn some new skills outside the typical purview of a designer (in this case, coding languages HTML and CSS, and Microsoft’s Visual Studio Code).

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