Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
دوراتنا
Data Manipulation and Management using MYSQL Workbench
By the end of this project, you will be able to manage data efficiently in a specific database using MYSQL Workbench. You will be able to select data from tables from your database and use keywords in select statements such as LIMIT and Top. You will be able to update the data and filter them using where statements, and also apply conditions with different ways and keywords such as like, and, or, and between.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Machine Learning Models in Science
This course is aimed at anyone interested in applying machine learning techniques to scientific problems. In this course, we'll learn about the complete machine learning pipeline, from reading in, cleaning, and transforming data to running basic and advanced machine learning algorithms. We'll start with data preprocessing techniques, such as PCA and LDA. Then, we'll dive into the fundamental AI algorithms: SVMs and K-means clustering. Along the way, we'll build our mathematical and programming toolbox to prepare ourselves to work with more complicated models.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
Cybersecurity Policy for Aviation and Internet Infrastructures
In this course we will examine the aviation and Internet infrastructures, and various policies that have been developed to help guide and strengthen their cybersecurity programs. The aviation and Internet infrastructures are also considered "lifeline infrastructure" as part of the transportation and communications sectors. Both subsectors are overseen by the Department of Homeland Security National Protection and Programs Directorate which manages the DHS National Infrastructure Protection Program.
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Course by
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Self Paced
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10 ساعات
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الإنجليزية
Configure and Verify OSPF Operation
Welcome to the CCNA 1.6: Configuring and Verifying OSPF operation. This project is the sixth in a CCNA learning series that is designed to help you acquire the hands-on skills required to pass the CCNA certification exam.
In this 2-hour guided project, you will setup OSPF on Cisco routers, configure OSPF router ID and priority to influence OSPF operation, set up unequal path load balancing, and verify OSPF configuration and operation.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Use SurveyMonkey to Create a Survey and Analyze Results
In this project, we will walk through the survey making process and explore the many ways that SurveyMonkey streamlines and simplifies data collection. We will learn how the program is organized and how it operates, helping you feel comfortable and confident enough to create your own survey to meet your own individual needs. SurveyMonkey is a cloud based survey software which allows its users to create online surveys for free.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Motivating Gen Z Learners: What Parents and Teachers Need to Know
The purpose of this course is to equip parents and educators with the knowledge of motivational theories and their application in real-life contexts. Following the storyline of two children, Bob and Sarah, course participants are presented with a variety of problem scenarios. These depict common motivational issues that the participants can resolve using the motivational principles described in the course.
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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 quiz using Microsoft Forms
At the end of this project you will have created an online questionnaire, aimed at students, employees, or your team. The responses are accumulated in the Forms online portal and then you can access statistical information related to the data. Microsoft Forms is an amazing tool for educators and businesses.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Facial Expression Recognition with Keras
In this 2-hour long project-based course, you will build and train a convolutional neural network (CNN) in Keras from scratch to recognize facial expressions. The data consists of 48x48 pixel grayscale images of faces. The objective is to classify each face based on the emotion shown in the facial expression into one of seven categories (0=Angry, 1=Disgust, 2=Fear, 3=Happy, 4=Sad, 5=Surprise, 6=Neutral). You will use OpenCV to automatically detect faces in images and draw bounding boxes around them.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Financial Statement Analysis
In the final course of this certificate, you will apply your skills towards financial statement analysis. If you have the foundational concepts of accounting under your belt, you are ready to put them into action in this course. Here, you will learn how to reconcile different types of accounts, check for accuracy, and troubleshoot errors.
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Course by
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Self Paced
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18 ساعات
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الإنجليزية
Big Data Analysis to a Slide Presentation
This is a self-paced lab that takes place in the Google Cloud console. This lab leverages two Google developer platforms: G Suite and Google Cloud Platform (GCP). It uses GCP's BigQuery API, Sheets, and Slides to collect, analyze and present data.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Introduction to Image Generation - 日本語版
このコースでは拡散モデルについて説明します。拡散モデルは ML モデル ファミリーの一つで、最近、画像生成分野での有望性が示されました。拡散モデルは物理学、特に熱力学からインスピレーションを得ています。ここ数年、拡散モデルは研究と産業界の両方で広まりました。拡散モデルは、Google Cloud の最先端の画像生成モデルやツールの多くを支える技術です。このコースでは、拡散モデルの背景にある理論と、モデルを Vertex AI でトレーニングしてデプロイする方法について説明します。
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Course by
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Self Paced
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الإنجليزية
Build your business brand using Canva
In this guided project we will learn about how you can define your business brand and how you can use the Canva platform to do so. Canva is a graphic design web platform where we can create any type of material we need, from social media posts, brand kits, summaries, among many other things. Canva offers a number of tools for creating content from elements, text sources, video and audio. Canvas is a great option for those looking for an easy-to-use platform to create presentations for corporate, school and college classes.
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
Leveraging Amazon S3 as Google Cloud CDN Origin
This is a self-paced lab that takes place in the Google Cloud console.
In this lab, you set up an Amazon Simple Storage Service (S3) as an origin for Cloud CDN
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Cybersecurity Capstone Project
This course presents an intensive experience during which students build a software system they intend to be secure, and then attempt to show that other students' projects are insecure, by finding flaws in them. A Note on Capstone Frequency: Please note that sessions of this Cybersecurity Capstone Project only run 3-4 times a year, depending on course team availability and learner interest. Please keep this in mind as you enroll into the Capstone program.
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
Database Clients
Explore how to write database driven applications in Python by creating various types of clients that connect to MySQL databases using Python code and Python-related MySQL features and tools.
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Course by
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Self Paced
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40 ساعات
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الإنجليزية
Interpersonal Communication for Engineering Leaders
This course covers communication skills that engineering leaders use every day to motivate, inspire, and support the people in their organizations. Speaking and writing are basic leadership communication skills. (We covered these topics in the Specialization course 1 and 3.) However, leaders also need to be skillful interpersonal communicators. Modern business requires communication skills that are effective across cultures, generations, and genders. Communication is also a key skill in building your personal brand. Leaders need to look, act, and speak like leaders.
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Course by
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Self Paced
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22 ساعات
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الإنجليزية
Build a Twitter Clone Front-End with ReactJS
In this 1-hour 20-minutes long project-based course, you will learn how to create a fully functioning Front-End for a Twitter clone with ReactJS. You will learn how to start a project from scratch with create-react-app, how to build functional React components and pass props down the components tree, how to implement components state, how to fetch data from an external API and how to store and display it. And, lastly, you will be able to style the components with Bootstrap and CSS.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Create a High-Fidelity Prototype with Figma
In this 1 hour guided project, you will first learn the fundamental principles of high-fidelity prototyping. Then you will learn the basic techniques of using Figma to create a high-fidelity prototype for a pizza restaurant mobile application. High-fidelity prototypes closely resemble the final product and give users and developers a real taste of how the features work. Finally you will learn how to share your work with team members and clients to refine your design with them.
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
Perform exploratory data analysis on retail data with Python
In this project, you'll serve as a data analyst at an online retail company helping interpret real-world data to help make key business decisions. Your task is to explore and analyze this dataset to gain insights into the store's sales trends, customer behavior, and popular products.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Using SAS Viya REST APIs with Python and R
SAS Viya is an in-memory distributed environment used to analyze big data quickly and efficiently. In this course, you’ll learn how to use the SAS Viya APIs to take control of SAS Cloud Analytic Services from a Jupyter Notebook using R or Python. You’ll learn to upload data into the cloud, analyze data, and create predictive models with SAS Viya using familiar open source functionality via the SWAT package -- the SAS Scripting Wrapper for Analytics Transfer. You’ll learn how to create both machine learning and deep learning models to tackle a variety of data sets and complex problems.
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Course by
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Self Paced
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18 ساعات
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الإنجليزية
Hands-On Labs in Google Cloud for Networking Engineers
This course consists of a series of labs, designed to provide the learner hands-on experience performing a variety of tasks pertaining to setup and maintenance of their Google VPC networks.
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Course by
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Self Paced
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6 ساعات
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الإنجليزية
Build a Web App using React and Redux
By the end of this project, you will Build a Web App using React and Redux.
For the Flux architecture implementation, we will be using React-Redux, since that is the recommendation from the authors of Flux. Creating a Web App using Redux simplifies state management by enforcing a unidirectional flow through the application.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Developing Back-End Apps with Node.js and Express
In a recent Stack Overflow survey, Node.js was used by about 50% of the developers who answered the survey, making it the most used server-side technology. Express ranked as the fourth most popular web technology overall, making it the most popular server-side web framework. In this course, you will focus on Node.js and Express.
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Course by
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Self Paced
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13 ساعات
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الإنجليزية
Introduction to Unit Testing in Jest - The Fundamentals
In this 1-hour long project-based course on Introduction to Unit testing In Jest, we will get to explore the anatomy of a Jest unit test, and begin writing code and subsequently, the tests for that code using the Jest framework.
By following this course, we will demystify unit tests and understand how we can use them to write better code. we will get practise across the general landscape of the Jest framework to and see how we can use the cool tools provided to us by the awesome Jest developers
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Program Stakeholders Management in ClickUp
By the end of this guided project, you will be fluent in creating Program stakeholders 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 stakeholder planning and management.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية