Generative AI for Business Leaders
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دوراتنا
Detecting COVID-19 with Chest X-Ray using PyTorch
In this 2-hour long guided project, we will use a ResNet-18 model and train it on a COVID-19 Radiography dataset. This dataset has nearly 3000 Chest X-Ray scans which are categorized in three classes - Normal, Viral Pneumonia and COVID-19. Our objective in this project is to create an image classification model that can predict Chest X-Ray scans that belong to one of the three classes with a reasonably high accuracy. Please note that this dataset, and the model that we train in the project, can not be used to diagnose COVID-19 or Viral Pneumonia.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
How to Create an Instagram Business Account
By the end of this project, learners will have an understanding on how to create an Instagram Business account. According to Facebook, “with a business account, you'll be able to access insights that can help you understand who is engaging with your business on Instagram. You also have access to the Professional Dashboard, where you can track your performance, access and discover professional tools, and explore educational information curated by Instagram.” Note: This course works best for learners who are based in the North America region.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Change Leadership: Developing Strategic Gap Analysis in Miro
By the end of this guided project, you will be fluent in identifying, and mapping variables for Gap Analysis using a hands-on example. This will enable you to map business states from the AS IS to the TO BE state which is important in for preparing and managing change in professional and personal life. Change happens all the time and in being able to identify factors involved in change and preparing to manage change you increase your chances for success .
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Confronting Gender Based Violence: Global Lessons for Healthcare Workers
This course introduces participants from the healthcare sector to gender based violence (GBV), including global epidemiology of GBV; health outcomes; seminal research; and clinical best practices for GBV prevention, support, and management. A core curriculum is supplemented by lectures that contextualize the content with specific examples and programs from around the world. The core curriculum introduces learners to a global perspective on gender based violence (GBV), and includes a review with Dr. Claudia Garcia-Moreno of the new WHO guidelines on responding to violence.
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Course by
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Self Paced
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22 ساعات
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الإنجليزية
Storying the Self: (Re)Claiming our Voices
Engage with lived experiences and identities that have often been denied a public voice. Consider the nuanced contexts of race, gender, class, language, ability, and how these impact your position as a leader and creator. You’ll question what it means to reclaim your narrative of yourself and to engage with the strength of vulnerability as a leader and creator.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
Introduction to Application Development
This Specialization is intended for anyone seeking to become an application programmer with no existing experience. Through four courses, you'll learn about the fundamental concepts of programming, object-orientation, and several necessary tools including source control and build automation. You'll also review several popular development methodologies that will likely be used in any programming career.
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Course by
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Self Paced
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الإنجليزية
Crash Course on Interactive Data Visualization with Plotly
In this hands-on project, we will understand the fundamentals of interactive data visualization using Plolty Express. Plotly Express is a powerful Python package that empowers anyone to create, manipulate and render graphical figures with very few lines of code. Plotly Express is the recommended entry-point into the plotly package. We will leverage Plotly Express to generate interactive single Line plots, multiple line plots, histograms, pie charts, scatterplots, bubble charts, and bar charts. Note: This course works best for learners who are based in the North America region.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Corporate Entrepreneurship: Innovating within Corporations
For an increasing number of established companies, creating new business opportunities within the company is an imperative for success. Maturing technologies and aging product portfolios are requiring companies to create, develop, and sustain innovative new businesses.
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Course by
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Self Paced
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الإنجليزية
Overcoming Bias
This course is for anyone that wants to learn more about bias and how it can affect business, relationships, and communities. The course begins with an exploration of the word bias and its many definitions. The course then covers workplace bias and strategies for overcoming personal bias. The course ends with an activity in which the learner creates an action plan for a bias free workplace.
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Course by
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Self Paced
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13 ساعات
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الإنجليزية
Online education: The foundations of online teaching
In a world that’s quickly becoming dominated by mobile technology, flexible working opportunities and a post-pandemic economy, online learning is here to stay. This course introduces you to the basics of reimagining, redesigning and optimising face-to-face offerings for the online environment so that learners feel connected, engaged and motivated to learn. Educators from around the world who are facing these issues in schools, universities and the vocational education sector are finding they need to adapt by upskilling to meet these changing times.
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Course by
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Self Paced
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21 ساعات
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الإنجليزية
Career Success
This series of courses will help you build, develop and hone the essential skills needed to improve your employability and advancement in today’s dynamic workforce. The courses in this Specialization may be taken in any order. Each course can also be taken independently. The Specialization concludes with a Capstone project that will give you the opportunity to integrate and apply the skills you have gained throughout the courses to your individual and organizational needs.
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Course by
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Self Paced
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الإنجليزية
Advanced App Development in Android
This Specialization is intended for learners with basic knowledge in Android app development seeking to develop knowledge in computer graphics and virtual reality in Android. Through the 4 courses, you will learn basic computer graphics theories and practical implementations of 3D graphics, OpenGL ES, and Virtual Reality on Android which will prepare you to design and develop immersive 3D and virtual reality Android app.
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Course by
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Self Paced
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الإنجليزية
Interweaving Tables, References, and Links in Excel
Microsoft Excel has a wide array of versatility and application across countless industries. However, it can be very particular in how the formulas need to be written to reference images, cells, sheets, and even other files. In this project, we discuss navigating the web of connections Excel is capable of, in hopes of making your life just a little bit easier.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Generative Adversarial Networks (GANs)
About GANs Generative Adversarial Networks (GANs) are powerful machine learning models capable of generating realistic image, video, and voice outputs. Rooted in game theory, GANs have wide-spread application: from improving cybersecurity by fighting against adversarial attacks and anonymizing data to preserve privacy to generating state-of-the-art images, colorizing black and white images, increasing image resolution, creating avatars, turning 2D images to 3D, and more. About this Specialization The DeepLearning.AI Generative Adversarial Networks (GANs) Specialization provides an exciting
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Course by
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Self Paced
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الإنجليزية
Professional Skills for the Workplace
This Specialization is intended for working professionals early in their career and for organizations who look to improve interpersonal relationship skills among their employees, clients, and customers. Through four courses, you will explore the use of emotional and social intelligence, practice a formula for problem solving, cultivate a growth mindset, and build skills related to adaptability and resilience in an ever-changing environment. These skills show up in business relationships and communication and ultimately impact professional effectiveness.
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Course by
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Self Paced
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الإنجليزية
Foundations of Strategy
Strategy is a complex field and intrinsically related to economics. In this first week of this course you will learn the basic logic of how firms and markets function by using economic logic from a distinctly strategic perspective. The economic logics discussed in the first week have shaped the field of strategic analysis from very early on.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
Typescript in React: Generics, Demystified
By the end of this course you will be able to start working with generics in a Typescript React application. We will start by focusing on the core Typescript generics concepts and behaviours and end up by writing our own faux ‘backend’ React function component type.
This course is aimed at developers who are familiar with Typescript and understand the basics and would like to have some more experience, especially using some of the more advanced and dynamic type patterns in React.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Climate Change and Sustainable Investing
This specialization aims to provide you with a better understanding of the complex relationships between climate change and economy and finance. By the end of the program you will have gained command over the tools allowing you to build an informed opinion grounded on scientific facts on the feasibility and effectiveness of current options to fight climate change. You will also understand the pros and cons of various policy approaches involved in the transition to a low carbon economy.
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Course by
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Self Paced
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الإنجليزية
Encoder-Decoder Architecture - Italiano
Questo corso ti offre un riepilogo dell'architettura encoder-decoder, che è un'architettura di machine learning potente e diffusa per attività da sequenza a sequenza come traduzione automatica, riassunto del testo e risposta alle domande. Apprenderai i componenti principali dell'architettura encoder-decoder e come addestrare e fornire questi modelli. Nella procedura dettagliata del lab corrispondente, implementerai in TensorFlow dall'inizio un semplice codice dell'architettura encoder-decoder per la generazione di poesie da zero.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Launching Machine Learning: Delivering Operational Success with Gold Standard ML Leadership
Machine learning runs the world. It generates predictions for each individual customer, employee, voter, and suspect, and these predictions drive millions of business decisions more effectively, determining whom to call, mail, approve, test, diagnose, warn, investigate, incarcerate, set up on a date, or medicate. But, to make this work, you've got to bridge what is a prevalent gap between business leadership and technical know-how. Launching machine learning is as much a management endeavor as a technical one. Its success relies on a very particular business leadership practice.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية
Global Perspectives of DEI in the Workplace
In this three-course specialization, you will engage in the process of examination, self-reflection, and action to advance equity, diversity, and inclusion (DEI) through a global lens. In the first course, you reflect on how your identity and background have shaped your thoughts, actions, and relationships with others while exploring the historical narratives and power structures that have shaped your environment. Next, you begin to build a toolkit that can be leveraged to create a transformational change through leadership in the workplace.
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Course by
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Self Paced
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الإنجليزية
Vital Skills for Data Science
Vital Skills for Data Science introduces students to several areas that every data scientist should be familiar with. Each of the topics is a field in itself. This specialization provides a "taste" of each of these areas which will allow the student to determine if any of these areas is something they want to explore further. In this specialization, students will learn about different applications of data science and how to apply the steps in a data science process to real life data.
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Course by
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Self Paced
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الإنجليزية
User Strategy Development with Wardley Maps in Miro
By the end of this project, you will be able to develop a user strategy by producing a Wardley map.
To do this, you will leverage a Wardley map to identify dependencies in the value chain so a business can mitigate project risk in the Miro online visual collaboration platform for teamwork.
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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3 ساعات
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الإنجليزية
Assessing Cultural Climate
Assessment is an integral part of any strategic effort. This course provides a familiarization of assessment practices and provides learners with various traditional and nontraditional methods of measurement to assist in making informed improvements to their DE&I initiatives. You will also expand your knowledge in creating bias-free and inclusive evaluation tools with special emphasis placed on assessing organizational climate and culture. By the end of this course, you will be able to: 1.
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Course by
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Self Paced
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6 ساعات
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الإنجليزية
Fundamentals of Network Communication
In this course, we trace the evolution of networks and identify the key concepts and functions that form the basis for layered architecture. We introduce examples of protocols and services that are familiar to the students, and we explain how these services are supported by networks. Further, we explain fundamental concepts in digital communication, and focus on error control techniques that include parity check, polynomial code, and Internet checksum.
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Course by
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Self Paced
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15 ساعات
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الإنجليزية