Generative AI for Business Leaders
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How Google does Machine Learning
دوراتنا
Deploy a Web Application in AWS Elastic Kubernetes Service
In this one-hour project, you will learn how to use the Amazon Web Services Platform and its Kubernetes Service to deploy a Web Application in a high availability environment, using the power of containers and Kubernetes in a real-world use case.
Once you're done with this project, you will be able to clone a project, create a docker container image and deploy this container like a Kubernetes POD using the Elastic Kubernetes Services with just a few steps.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Front-End Developer
This specialization is geared toward beginning users who would like to learn and build Front-End Developer Skills. The courses in this series cover SOAP Web Services with JAX-WS, RESTful Web Services with JAX-Rs, and HTML - Front-End Developer among others, to help learners build a solid foundational knowledge.
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Course by
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Self Paced
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الإنجليزية
Integral Calculus through Data and Modeling
This specialization builds on topics introduced in single and multivariable differentiable calculus to develop the theory and applications of integral calculus. , The focus on the specialization is to using calculus to address questions in the natural and social sciences. Students will learn to use the techniques presented in this class to process, analyze, and interpret data, and to communicate meaningful results, using scientific computing and mathematical modeling.
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Course by
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Self Paced
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الإنجليزية
African cities : An Introduction to Urban Planning
This course teached the basics of urban planning in Africa through technical, environmental, social and economical dimensions. It focuses on African cities only. Although, they exemplify well cities in the Global South, and potentially all cities, we will make the African context highly topical. The course is provided by the Urban and Regional community at the Swiss Federal Insitute of Technology in Lausanne (EPFL). More information can be found here https://ceat.epfl.ch/
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Course by
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Self Paced
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40 ساعات
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الإنجليزية
Using R for Regression and Machine Learning in Investment
In this course, the instructor will discuss various uses of regression in investment problems, and she will extend the discussion to logistic, Lasso, and Ridge regressions. At the same time, the instructor will introduce various concepts of machine learning. You can consider this course as the first step toward using machine learning methodologies in solving investment problems. The course will cover investment analysis topics, but at the same time, make you practice it using R programming.
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Course by
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Self Paced
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18 ساعات
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الإنجليزية
iOS App Development with Swift
Master Swift, design elegant interactions, and create a fully functioning iOS app. This Specialization covers the fundamentals of iOS application development in the Swift programming language. You’ll learn to use development tools such as XCode, design interfaces and interactions and evaluate their usability, and integrate camera, photo, and location information to enhance your app. In the final Capstone Project, you’ll apply your skills to create a fully-functioning photo editing app for iPhone, iPad, and Apple Watch. A Mac computer is required for success in this course.
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Course by
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Self Paced
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الإنجليزية
Lecture Series for Preventing and Controlling COVID-19
In December 2019, a cluster of patients with pneumonia of unknown cause appeared in Wuhan, Hubei. Governments at all levels and Department of Health Administration highly valued and rapidly organized the centers for Disease Control and Prevention (CDC), medical institutions, and scientific research academies to conduct a survey, rescue, and collaborative research. This new antigen was quickly identified as a novel coronavirus, named as 2019-nCoV by World Health Organization (WHO). Meanwhile, the pneumonia caused by it was named as novel coronavirus pneumonia.
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Course by
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Self Paced
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8 ساعات
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الإنجليزية
Python Basics: Automation and Bots
Understanding the flow of running code is a major part of learning to think in code and of coding itself. In this course we will study the flow of code through several demonstrations and walkthroughs. We'll experience turning logic into useful work by running Python that automatically reads all of Shakespeare, and by setting Python up to give you a call on the phone. In technical terms, this course will demonstrate Python loops, list comprehensions, and conditional statements, while at a higher level we'll discuss code style and good practices for code.
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Course by
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Self Paced
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13 ساعات
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الإنجليزية
Python: A Guided Journey from Introduction to Application
In today’s society, uses for new technologies are broadening in scope and revolutionizing the world. Many new technologies automate redundant tasks so people may complete tasks of greater priority. These new automated technologies depend on the constant innovation of software. To develop software that can increase our efficiency and change the world for the better, it is vital to understand how to code using different programming languages.
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Course by
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Self Paced
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الإنجليزية
Analyze User Experience (UX) Survey Data in Miro
By the end of this project, you will be able to review, categorize, and visually report findings from User Experience research.
To do this, you will gain hands-on experience applying design thinking, pattern recognition, analysis skills, and context from User Experience survey research to create an analysis visualization 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
Data Science Methods for Quality Improvement
Data analysis skills are widely sought by employers, both nationally and internationally. This specialization is ideal for anyone interested in data analysis for improving quality and processes in business and industry. The skills taught in this specialization have been used extensively to improve business performance, quality, and reliability. By completing this specialization, you will improve your ability to analyze data and interpret results as well as gain new skills, such as using RStudio and RMarkdown.
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Course by
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Self Paced
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الإنجليزية
Bayesian Statistics: Capstone Project
This is the capstone project for UC Santa Cruz's Bayesian Statistics Specialization. It is an opportunity for you to demonstrate a wide range of skills and knowledge in Bayesian statistics and to apply what you know to real-world data. You will review essential concepts in Bayesian statistics with lecture videos and quizzes, and you will perform a complex data analysis and compose a report on your methods and results.
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Course by
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12 ساعات
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الإنجليزية
Introduction to Research for Essay Writing
Course 4: Introduction to Research for Essay Writing This is the last course in the Academic Writing specialization before the capstone project.
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Course by
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Self Paced
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20 ساعات
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الإنجليزية
Azure: Create a Virtual Machine and Deploy a Web Server
In this Guided Project, you will create a Virtual Machine in Azure to deploy a web server, specifically a Nextcloud server. Instead of using just the presets, you will explore how the basic architecture of Azure works, by creating a Virtual Machine, connecting it to a subnet, protected by inbound and outbound rules thanks to Network Security Groups, in a Virtual Network.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Get started with Upwork
In this project you will learn how to use the freelance platform Upwork to find freelance jobs in your area of expertise. Upwork is a platform that will help you get hired for jobs that match your qualifications really easily by having them filtered out for you already. In this guided project you will create a profile in upwork from scratch, you will create a portfolio to show your skills and previous experiences to new potential clients, you will learn everything about billing and getting paid and you will also find jobs and create your proposals to get hired.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Expressway to Data Science: Essential Math
Data Science is growing rapidly, creating opportunities for careers across a variety of fields. This specialization is designed for learners embarking on careers in Data Science. Learners are provided with a concise overview of the foundational mathematics that are critical in Data Science. Topics include algebra, calculus, linear algebra, and some pertinent numerical analysis.
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Course by
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Self Paced
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الإنجليزية
Introduction to Discrete Mathematics for Computer Science
Discrete Mathematics is the language of Computer Science. One needs to be fluent in it to work in many fields including data science, machine learning, and software engineering (it is not a coincidence that math puzzles are often used for interviews). We introduce you to this language through a fun try-this-before-we-explain-everything approach: first you solve many interactive puzzles that are carefully designed specifically for this online specialization, and then we explain how to solve the puzzles, and introduce important ideas along the way.
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Course by
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Self Paced
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الإنجليزية
Digital Consumer Search and Marketing
Digital Consumer Search and Marketing builds on the foundations of digital consumer behaviour and digital marketing. You will learn how to optimise marketing efforts across digital channels. By the end of the specialization, you will have a good understanding of the design and implementation of digital marketing strategies, as well as the importance and use of digital media and tools including: Search Engine Optimization (SEO) Content Marketing Social Media Marketing Mobile Marketing Pay Per Click (PPC) Web Analytics Email Marketing.
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Course by
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Self Paced
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الإنجليزية
A Complete Reinforcement Learning System (Capstone)
In this final course, you will put together your knowledge from Courses 1, 2 and 3 to implement a complete RL solution to a problem. This capstone will let you see how each component---problem formulation, algorithm selection, parameter selection and representation design---fits together into a complete solution, and how to make appropriate choices when deploying RL in the real world. This project will require you to implement both the environment to stimulate your problem, and a control agent with Neural Network function approximation.
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Course by
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Self Paced
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16 ساعات
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الإنجليزية
Banking and Financial Institutions
The purpose of this course is to provide you with a basic understanding of the connections between money, the financial system, and the broader macroeconomy. We will examine the economics of modern financial institutions (e.g. banks), including how they are organized, the products and financial services they offer, the risks they take, why and how they are regulated, and how this has changed over time.
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Course by
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Self Paced
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16 ساعات
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الإنجليزية
Splunk Knowledge Manager
By completing the Splunk Knowledge Manager 101, 102 & 103, you will be able to create knowledge objects including lookups, data models, and different types of fields. In addition to this, you will learn to build dashboards and add inputs for filtering.
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Course by
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Self Paced
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الإنجليزية
Container Orchestration using Kubernetes
Welcome to "Container Orchestration using Kubernetes".
In this guided project you will learn how to use various Kubernetes objects like pods, replication controller, deployments and services to deploy your application. The task-based approach that we follow in our guided project will get you a better understanding of Kubernetes concepts that comes very handy while working on your real-life projects. Most importantly you will leave this course with more confidence that will get you to work in Kubernetes more efficiently.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Programming in C++: A Hands-on Introduction
This specialization is intended for people without programming experience who seek to develop C++ programming skills and learn about the underlying computer science concepts that will allow them to pick up other programming languages quickly. In these four courses, you will cover everything from fundamentals to object-oriented design. These topics will help prepare you to write anything from small programs to automate repetitive tasks to larger applications, giving you enough understanding of C++ to tackle more specialized topics such as Data Science and Artificial Intelligence.
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Course by
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Self Paced
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الإنجليزية
ADHD: Everyday Strategies for Elementary Students
This course will provide an overview of ADHD diagnosis and treatment. Course participants can expect to learn about ADHD as a developmental disorder that begins early in childhood, and participants will also learn about evidence-based approaches for diagnosing ADHD. Following that, two evidence-based treatment approaches (the Daily Report Card and Parenting Strategies) will be introduced. (Note these course activities are informational and are not intended to replace working with a licensed/trained professional).
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Course by
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Self Paced
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8 ساعات
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الإنجليزية
Create a Business Case Template in Microsoft Word
In the world of business, everything must be justified. Sometimes action is justified by safety, other times it’s a process improvement. Yet, in almost all cases, those who allocate funds are interested in the finances of a project: both the cost and the return on investment. This project will help you create a template for conveying all of the necessary basic information for your project.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية