Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
دوراتنا
Data Analysis and Representation, Selection and Iteration
This course is the second course in the specialization exploring both computational thinking and beginning C programming. Rather than trying to define computational thinking, we’ll just say it’s a problem-solving process that includes lots of different components. Most people have a better understanding of what beginning C programming means! This course assumes you have the prerequisite knowledge from the previous course in the specialization. You should make sure you have that knowledge, either by taking that previous course or from personal experience, before tackling this course.
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Course by
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Self Paced
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11 ساعات
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الإنجليزية
Configure and Manage Azure Key Vault
In this 1 hour long project-based course, you will learn to configure and manage Azure Key Vault along with the sensitive data stored inside. First, we will learn to create an Azure Key Vault within the Azure portal. Then we will learn to create keys, secrets, and certificates on the Azure Key Vault using PowerShell and the Azure portal. We will also assign a Key Vault contributor role to an existing user.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Techniques for Teaching Adjectives and Adjective Clauses
This is the second course in the Teach English: Intermediate Grammar specialization. In this course, you will learn how to effectively teach adjectives, adjective phrases, and adjective clauses to your students. You will learn what makes this grammar difficult for students and how to make it easier for them. You will also learn a variety of activities and methods for teaching this content in a fun and interesting way. You will have opportunities to practice the skills you learn by creating sample assignments and recording short videos of your teaching demonstrations.
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Course by
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Self Paced
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16 ساعات
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الإنجليزية
Be Your Best Creative Self
Welcome to Be Your Best Creative Self, the second course in the Personal Development for Professional Success Specialization. This course is for creative professionals who want to work more efficiently and at higher levels of both job satisfaction and success.
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Course by
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Self Paced
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21 ساعات
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الإنجليزية
Create a Landing Page using Mailchimp
This 2-hour long project-based course is an introduction on how to create and design a landing page using MailChimp. Collecting the details of marketing prospects for marketing purposes online starts with a well designed landing page. This course will take you through creating one on MailChimp. MailChimp is an email service platform and autoresponder for email marketing. By the end of this project, you will create and launch a live-on-the-web page people can sign up on.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
ML Parameters Optimization: GridSearch, Bayesian, Random
Hello everyone and welcome to this new hands-on project on Machine Learning hyperparameters optimization. In this project, we will optimize machine learning regression models parameters using several techniques such as grid search, random search and Bayesian optimization. Hyperparameter optimization is a key step in developing machine learning models and it works by fine tuning ML models so they can optimally perform on a given dataset.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Time Series Data Visualization And Analysis Techniques
By the end of this project we will learn how to analyze time series data. We are going to talk about different visualization techniques for time series datasets and we are going to compare them in terms of the tasks that we can solve using each of them. Tasks such as outlier detection, Key moments detection and overall tren
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
User-Defined Functions in JavaScript
By the end of this project you will have created and used a function in JavaScript. You will use the Notepad++ editor to write both internal and external JavaScript functions and the code to call them from within an HTML file. Through hands-on practice you will compare methods and functions and look at built-in functions versus user-defined functions.
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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2 ساعات
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الإنجليزية
Introduction to User Experience Building Blocks in Miro
By the end of this project, you will be able to leverage User Experience building blocks to map, design, and manage the User Experience.
To do this you will consider the fundamentals of User Experience and User Interface design while gaining hands-on experience exploring, accessing, and installing building block components 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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2 ساعات
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الإنجليزية
Analyze Text Data with Yellowbrick
Welcome to this project-based course on Analyzing Text Data with Yellowbrick. Tasks such as assessing document similarity, topic modelling and other text mining endeavors are predicated on the notion of "closeness" or "similarity" between documents. In this course, we define various distance metrics (e.g. Euclidean, Hamming, Cosine, Manhattan, etc) and understand their merits and shortcomings as they relate to document similarity. We will apply these metrics on documents within a specific corpus and visualize our results.
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
Set up your dev environment for LAMP web developers on Linux
By the end of this project, you will set up your development environment for LAMP web developers on Linux.
Often, a dynamic web application consists of many different technologies and programming languages. Creating a web application with Linux, Apache (or NGINX), MySQL (or MariaDB), and PHP is usually referred to as a LAMP stack of technologies. In this project we will focus on installation and setup, rather that the code itself. This will allow you to use the same scaffolding approach for your future LAMP applications.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Read an Input File with COBOL
In this project you will use COBOL code to read the data records from a sequential file. You will code, compile, and run programs using the PC-based COBOL IDE called OpenCobolIDE. Since COBOL is often used with large amounts of data, the ability to process files—to read the records in them as input and write the records as output—is a critical skill for any COBOL programmer.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Fake News Detection with Machine Learning
In this hands-on project, we will train a Bidirectional Neural Network and LSTM based deep learning model to detect fake news from a given news corpus. This project could be practically used by any media company to automatically predict whether the circulating news is fake or not. The process could be done automatically without having humans manually review thousands of news related articles. 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
Build a Database from a Relational Model
In this course you will interpret the components of a relational data model, convert that model into a relational database, and then test the database design. The process of database design begins with requirements analysis to determine who will use the new database and how it will be used. The results of the detailed analysis are recorded in an Entity Relationship Diagram (ERD), which documents entities and their attributes, along with the relationships between entities.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Classify Images of Cats and Dogs using Transfer Learning
This is a self-paced lab that takes place in the Google Cloud console. TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML powered applications. This lab uses transfer learning to train your machine. In transfer learning, when you build a new model to classify your original dataset, you reuse the feature extraction part and re-train the classification part with your dataset.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Wind resources for renewable energies
The main goal of this course is to get the necessary knowledge on atmospheric and fluid dynamics in order to quantify the wind resource of a local or regional area. We’ll learn about basic meteorology, the specific dynamics of turbulent boundary layers and some standard techniques to estimate wind resources regardless of the type of turbine used or the level of efficiency achieved. Then, we will see what are the turbines characteristics to consider in order to estimate the electricity production from an isolated turbine or from a turbine farm.
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Course by
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Self Paced
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17 ساعات
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الإنجليزية
Urban Climate Governance: Towards 1.5° Celsius Alignment
Welcome to this course where you will explore how cities can and are addressing the climate crisis. In this course we will explore the science behind the 1.5°C goal, as well as useful local governance and technical tools to help cities align to it. This course will highlight the importance of renewable energy together with energy efficiency considerations. We will also look at the importance of cities’ physical layout and its relationship to energy systems, in particular, the role of integrated urban planning and transport planning to support more sustainable energy solutions.
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Course by
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Self Paced
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الإنجليزية
AI Capstone Project with Deep Learning
In this capstone, learners will apply their deep learning knowledge and expertise to a real world challenge. They will use a library of their choice to develop and test a deep learning model. They will load and pre-process data for a real problem, build the model and validate it. Learners will then present a project report to demonstrate the validity of their model and their proficiency in the field of Deep Learning.
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Course by
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Self Paced
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16 ساعات
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الإنجليزية
How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course)
Do you want to gain a competitive edge on the job market? Would you like to improve the way that you organize, manage, and present your skills to succeed in a competency-based, competitive job selection? Have you prepared to compete for jobs in the age of AI-powered recruiting? This advanced, project-centered course* is designed for working professionals who want to direct their skill-building activities towards creating powerful, evidence-based, data-driven, and externally verified job applications.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
Migrating MySQL User Data When Running Database Migration Service Jobs
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you learn how to migrate MySQL user data when running Database Migration Service jobs. First, you identify the existing MySQL users and update DEFINER to INVOKER for database objects on the source instance. Next, you create and save a Database Migration Service job. Then, before running the migration job, you create the necessary users on the destination database instance.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Introduction to Java Programming: Java Fundamental Concepts
In this 1h 40 minutes long project-based course, you will learn how to navigate and use the NetBeans IDE to create Java projects, packages and programs, declare and use Java Datatypes & Identifiers, work with Java Operators, work with Java Decision Making Constructs, work with Java repetition/Looping Constructs, declare and use Java Arrays, as well as work with the Java Exception Handling mechanism. Once you've successfully completed this project, you should comfortably start learning how to work with mobile application development using Java or delve into advanced Java courses.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Copyright Law in the Music Business
In this course taught by E. Michael Harrington, you will learn the basis for copyright including what is and is not covered by copyright law. This course will help clarify what rights artists have as creators as well as what the public is free to take from their work. You will also learn what to do if someone copies your work and what to do if you are accused of copying someone else. Finally, the course will discuss how technology has changed copyright for the better (and worse) and how copyright laws may change in the coming years.
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Course by
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Self Paced
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10 ساعات
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الإنجليزية
Story and Narrative Development for Video Games
In this course, you will examine how storytelling acts as a vital mechanism for driving video gameplay forward. Looking at several historical and contemporary games, you will be asked to evaluate and interpret different story styles with the goal of identifying themes and procedures for your own game ideas. We'll examine traditional narrative story processes, such as three-act structure, and how they fit into game story flows and the strategic elements of gameplay. Ultimately, you will learn how to define character, setting, and structure to create a compelling game concept.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
Pneumonia Classification using PyTorch
In this 2-hour guided project, you are going to use EfficientNet model and train it on Pneumonia Chest X-Ray dataset. The dataset consist of nearly 5600 Chest X-Ray images and two categories (Pneumonia/Normal). Our main aim for this project is to build a pneumonia classifier which can classify Chest X-Ray scan that belong to one of the two classes.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Negotiating Learner Differences: Towards Productive Diversity in Learning
An investigation of the dimensions of learner diversity: material (class, locale), corporeal (age, race, sex and sexuality, and physical and mental characteristics) and symbolic (culture, language, gender, family, affinity and persona). Examines social-cultural theories of difference, as well as considering alternative responses to these differences in educational settings - ranging from broad, institutional responses to specific pedagogical responses within classes of students.
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Course by
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Self Paced
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16 ساعات
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الإنجليزية