Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
دوراتنا
Specialized Models: Time Series and Survival Analysis
This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn how to find analyze data with a time component and censored data that needs outcome inference. You will learn a few techniques for Time Series Analysis and Survival Analysis.
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Course by
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Self Paced
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11 ساعات
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الإنجليزية
Encoder-Decoder Architecture - Español
En este curso, se brinda un resumen de la arquitectura de codificador-decodificador, una arquitectura de aprendizaje automático importante y potente para realizar tareas de secuencia por secuencia, como las de traducción automática, resúmenes de texto y respuestas a preguntas. Aprenderás sobre los componentes principales de la arquitectura de codificador-decodificador y cómo entrenar y entregar estos modelos. En la explicación del lab, programarás una implementación sencilla de la arquitectura de codificador-decodificador en TensorFlow para generar poemas desde un comienzo.
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Course by
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Self Paced
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الإنجليزية
Containerised app development with Azure Kubernetes Service
Use Microsoft Azure services to create a Kubernetes deployment of a simple voting application with a Redis backend.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Logistic Regression in R for Public Health
Welcome to Logistic Regression in R for Public Health! Why logistic regression for public health rather than just logistic regression? Well, there are some particular considerations for every data set, and public health data sets have particular features that need special attention. In a word, they're messy. Like the others in the series, this is a hands-on course, giving you plenty of practice with R on real-life, messy data, with predicting who has diabetes from a set of patient characteristics as the worked example for this course.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
Teaching Writing Process
Half a century ago, a revolution took place in the teaching of writing. Educators asked, “What if we were to study how professional writers wrote, as a way to learn how we might teach writing more effectively?” The result was the writing process movement, with its emphasis on not just writing as product but as process. Good writing doesn’t magically appear, nor does it spring from the brain fully formed and perfect the first time.
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Course by
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Self Paced
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20 ساعات
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الإنجليزية
Global Systemic Risk
What is globalization and how does it work? How can we understand the process as a whole? How are the parts of the world linked? What are the risks of living in a world where “no one is in charge”? This course introduces students to systems thinking, network theory, and risk analysis and uses these tools to better understand the process of globalization. Focusing on trade, finance, and epidemiology, it analyzes potential challenges to the current global order. The course will be of interest to those studying global affairs, system dynamics, and world governance.
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Course by
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Self Paced
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21 ساعات
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الإنجليزية
Patrick Henry: Forgotten Founder
“Give me liberty, or give me death:” Remembering Patrick Henry, the Forgotten Founder Patrick Henry was enormously popular during the American Revolution.
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Course by
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Self Paced
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7 ساعات
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الإنجليزية
Introduction to Hearing Loss
Welcome to Introduction to Hearing Loss Disorders of the ear range from simple, easily treated entities (such as wax or cerumen impaction) to the highly complex (such as permanent hearing loss). Many of these disorders manifest with similar symptoms and may be difficult to differentiate without a basic understanding of the anatomy of the ear and auditory pathway.
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
Design Thinking: Discovery Tools
Welcome Designers! In this course, you will learn to use the most important tools from the field of human-centered design to generate ideas: stakeholder mapping, journey mapping, personas, value-chain analysis, the job-to-be-done, ethnographic interviews, and more.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية
Train Machine Learning Models
This course is designed for business professionals that wish to identify basic concepts that make up machine learning, test model hypothesis using a design of experiments and train, tune and evaluate models using algorithms that solve classification, regression and forecasting, and clustering problems. To be successful in this course a learner should have a background in computing technology, including some aptitude in computer programming.
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Course by
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Self Paced
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29 ساعات
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الإنجليزية
Using TensorFlow with Amazon Sagemaker
Please note: You will need an AWS account to complete this course. Your AWS account will be charged as per your usage. Please make sure that you are able to access Sagemaker within your AWS account. If your AWS account is new, you may need to ask AWS support for access to certain resources. You should be familiar with python programming, and AWS before starting this hands on project. We use a Sagemaker P type instance in this project, and if you don't have access to this instance type, please contact AWS support and request access.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Build a Lean Workflow with Kanban Frameworks in Miro
By the end of this project, you will be able to build a lean workflow applying the Kanban method to support efficient business process management. To do this you will gain hands-on experience working in the Miro online visual collaboration platform for teamwork where you will leverage agile principles and the Kanban framework to produce a lean workflow. 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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Course by
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Self Paced
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4 ساعات
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الإنجليزية
Arrange student marks using Merge Sort algorithm
In this project, the learner will use Java programming language to create user-defined methods to recursively and iteratively implement a merge sort algorithm to arrange an array of integers in ascending order, and also sort student marks entered by the user.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
What future for education?
Through this course you will start to critically examine your own ideas about education, teaching and learning. The critique will be developed through engagement with theories and ideas developed through educational research. You will be encouraged to use these ideas to challenge or support your own ideas about education. Each week we will focus on one key question, using video lectures, key readings and challenges to explore some commonplace notions about education.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية
Connect Your Services with Microsoft Azure Service Bus
Azure lets you create applications composed of various components: website front-ends, back-end services, and triggered functions that perform compute-on-demand services. Azure also includes various communication strategies to let these various components pass data to each other. In this course, you will learn how to leverage these communication services to create scalable, efficient solutions out of testable components. This course will help you prepare for the Microsoft Certified: Azure Developer Associate certification.
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Course by
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Self Paced
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10 ساعات
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الإنجليزية
Basic Recommender Systems
The Basic Recommender Systems course introduces you to the leading approaches in recommender systems. The techniques described touch both collaborative and content-based approaches and include the most important algorithms used to provide recommendations. You'll learn how they work, how to use and how to evaluate them, pointing out benefits and limits of different recommender system alternatives. After completing this course, you'll be able to describe the requirements and objectives of recommender systems based on different application domains.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
Building Recommendation System Using MXNET on AWS Sagemaker
Please note: You will need an AWS account to complete this course. Your AWS account will be charged as per your usage. Please make sure that you are able to access Sagemaker within your AWS account. If your AWS account is new, you may need to ask AWS support for access to certain resources. You should be familiar with python programming, and AWS before starting this hands on project. We use a Sagemaker P type instance in this project for training the model, and if you don't have access to this instance type, please contact AWS support and request access.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Training and Learning Online
Have you considered completing online training programmes and courses? Or perhaps you have to work online for your studies and you are not sure how to do it? Learning online is very different from face-to-face learning, as it often involves independent study and a different set of skills.
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
Managing Teams Documents and Files
In this project, learners will learn how to manage teams documents and files inside Teams. They will learn some of the collaborative features available as well as how to integrate Teams with Sharepoint.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Fundamentals of Data Analytics in the Public Sector with R
Gain a foundational understanding of key terms and concepts in public administration and public policy while learning foundational programming techniques using the R programming language. You will learn how to execute functions to load, select, filter, mutate, and summarize data frames using the tidyverse libraries with an emphasis on the dplyr package.
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Course by
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Self Paced
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15 ساعات
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الإنجليزية
Fast Typer Game using Pygame
By the end of this project, you will create a fully functioning 2 player jet fighters game using Pygame in Microsoft Visual Studio Code. This project will give you a great head start towards learning more and mastering one of the most used programming languages in the world. In this project you will be able to identify and apply many basic fundamentals such as data structures, variables, loops etc. and create a GUI with dynamic labels. Learning and understanding Pygame in Python will help you progress in the programming field by creating simple Python applications.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Security & Safety Challenges in a Globalized World
Security and safety challenges rank among the most pressing issues of modern times. Challenges such as, cyber-crime, terrorism, and environmental disasters impact the lives of millions across the globe. These issues also rank high on the agenda of politicians, international organizations and businesses. They also feature prominently in the public conscience and in governmental policies. In the current, interconnected world, security challenges are becoming increasingly complex.
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Course by
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Self Paced
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11 ساعات
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الإنجليزية
The Softer Side of Science Communication
In this course, you will continue to explore how to develop and implement evidence-based methods for science communication. Here we’ll be looking at the softer but no less important side of science communication. We’ll cover the basics of human emotion, building connection with your audience through empathy and authenticity, how improv can improve your science communication game, non-verbal communication, and managing adversity in science communication. We’ll close with a discussion of how to be an inclusive and trauma-informed science communicator.
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Course by
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Self Paced
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10 ساعات
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الإنجليزية
Cloud Storage: Qwik Start - CLI/SDK
This is a self-paced lab that takes place in the Google Cloud console. This hands-on lab shows you how to perform basic tasks in Cloud Storage using the gsutil command-line tool. Watch the short video Google Cloud Storage: Massive Scalability Plus More.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Adaptability and Resiliency
To survive in today’s constantly changing business landscape requires being comfortable in uncertainty. Adaptability is what allows people and businesses to solve problems, overcome challenges and move back from the edge of attrition to the more stable ground of relevance. Adaptability is everything. — Jeff Boss, Forbes Adaptability refers to your ability change your actions, course, or approach in order to suit different conditions or environments. Adaptability implies a sense of personal choice, of purposefully navigating—rather than being driven by—changing circumstances.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية