Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
دوراتنا
Create a Dynamic-Link Library with DevC++ for Python
By the end of this project you will implement a function using C that raises each element of an array to a given power and then call the function using the Python ctypes package.
The C programming language is the basis for many other programming languages. Its performance cannot be matched in any other language. Python is known for its simplicity, allowing the programmer to focus on the application. Sometimes it is useful to take advantage of the speed of C in a Python application.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Plots Creation using Matplotlib Python
By the end of this project, you will be able to add the data in the CSV file to Pandas data frame, plot the graph, and set marker type and color. You will also be able to apply labels, change font size, add grid lines and legends. Finally, you will be able to create the boxplot and save the graph as an image using the matplotlib and seaborn libraries, which are the most important libraries in python that are used for Data Visualization. You can create bar-plots, scatter-plots, histograms, and a lot more with them. This guided project is for people in the field of data and data analysis.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
API Testing with Karate Framework
Karate is an open-source framework for API Test automation that uses BDD style syntax, has a rich assertion library, built-in HTML reports. In this 2-hour long project-based course, you will learn -- 1. API testing basics and Karate framework 2. Sending GET, POST, PUT, PATCH and DELETE requests via Karate framework 3. Add assertions to write effective test scenarios via the Karate framework
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
AWS AutoGluon for Machine Learning Classification
Hello everyone and welcome to this new hands-on project on ML classification with AWS AutoGluon. In this project, we will train several machine learning classifiers to detect and classify disease using a super powerful library known as AutoGluon. AutoGluon is the library behind Amazon Web Services (AWS) autopilot and it allows for quick prototyping of several powerful models using a few lines of code.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
React Fundamentals
The React Fundamentals course is designed to provide a comprehensive introduction to React, the popular JavaScript library for building user interfaces. This course is ideal for web developers who are new to React or who have some experience with React and want to deepen their knowledge of the library. The course covers the fundamental concepts of React including components, props, state, and events. Participants will learn how to build simple and complex React components, handle user events, and manage component states.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية
The Making of the US President: A Short History in Five Elections
As Donald Trump takes office as the forty-fifth president of the United States, this course explores presidential elections in historical perspective, via five case studies. It tells the story of key campaigns in US history, and by doing so it investigates how politics changed over time—and how understanding the past sheds light on the current campaign. From the arrival of "dirty politics" to the impact of the "digital revolution," the course looks at the historical background to some of the key phenomena that shaped the controversy-laden campaign of 2016.
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Course by
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Self Paced
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20 ساعات
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الإنجليزية
Image Classification on Autopilot with AWS AutoGluon
Hello everyone and welcome to this new hands-on project on image classification with Amazon Web Services (AWS) AutoGluon. In this project, we will train several deep neural networks models to classify images using a powerful library known as AutoGluon. AutoGluon is the library behind AWS SageMaker autopilot and it allows for quick prototyping of several powerful models using a few lines of code.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Simulation of CONWIP Production Control Using R Simmer
By the end of this project, you will learn gain introductiory knowledge of Discrete Event Simulation, use R Studio and Simmer library, create statistical variables required for simulation, define process trajectory, define and assign resources, define arrivals (eg. incoming customers / work units), run simulation in R, store results in data frames, plot charts and interpret the results.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Exploratory Data Analysis with Seaborn
Producing visualizations is an important first step in exploring and analyzing real-world data sets. As such, visualization is an indispensable method in any data scientist's toolbox. It is also a powerful tool to identify problems in analyses and for illustrating results.In this project-based course, we will employ the statistical data visualization library, Seaborn, to discover and explore the relationships in the Breast Cancer Wisconsin (Diagnostic) Data Set.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
SciPy Tutorial
This tutorial is designed to provide an introduction to the SciPy library in Python, which is a powerful tool for scientific and technical computing. Through a series of interactive examples and exercises, you will learn how to use SciPy to perform a variety of common numerical computations and data analysis tasks. This is a structured and interactive version of the W3Schools SciPy Tutorial. The course is self-paced with text based modules, practical interactive examples and exercises to check your understanding as you progress. W3schools is the world's largest web developer learning site.
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Course by
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Self Paced
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5 ساعات
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الإنجليزية
Building High Quality User Experience Using Material UI
A user experience is built upon a user’s experiences and interactions with a product, system, or service. Providing high quality digital experiences in a web application involves writing CSS codes which focus on display, navigation, actions, input, and communication. However, CSS has its own set of challenges which can be addressed using Material UI design library. This course will enable you to use CSS-in-JS and work with design systems like Material UI to quickly develop high quality React applications.
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Course by
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Self Paced
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8 ساعات
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الإنجليزية
Research Data Management and Sharing
This course will provide learners with an introduction to research data management and sharing. After completing this course, learners will understand the diversity of data and their management needs across the research data lifecycle, be able to identify the components of good data management plans, and be familiar with best practices for working with data including the organization, documentation, and storage and security of data. Learners will also understand the impetus and importance of archiving and sharing data as well as how to assess the trustworthiness of repositories.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية
Build a Machine Learning Web App with Streamlit and Python
Welcome to this hands-on project on building your first machine learning web app with the Streamlit library in Python. By the end of this project, you are going to be comfortable with using Python and Streamlit to build beautiful and interactive ML web apps with zero web development experience! We are going to load, explore, visualize and interact with data, and generate dashboards in less than 100 lines of Python code!
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
GUI programming: Create a Calculator in Python
By the end of this guided project, you’ll create a fully functioning Calculator application using python’s popular library Tkinter. You’ll be able to create a Graphical User Interface (GUI) in Python from scratch. Throughout the first 3 tasks you’ll learn how to create and customize the application window, you’ll learn how to create widgets such as buttons and entry boxes, you’ll also learn how to modify the widgets and change their color, size and orientation and finally you’ll learn how to manage the layout of the widgets and how to place them in the window using three different methods.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
JavaScript for Web Development
Dive into the captivating world of JavaScript, a cornerstone language that has revolutionized web development by enabling dynamic and engaging web applications. This course, divided into three holistic modules, ensures learners gain a deep understanding of JavaScript from basic concepts to advanced implementations. In the first module, you'll embark on a journey through the foundational elements of JavaScript.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية
Exploring and Analyzing Fifa's Datasets Using Python
In this 1-hour long project-based course, you will learn how to load a dataset into a pandas dataframe, you will learn how to tidy a messy dataset (Data Tidying), you will get to also visualize the dataset using Matplotlib and seaborn, you will learn how to engineer new features, you will also get to learn how to merge datasets (Data Integration)
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Java Class Library
Java Class Library is the fourth and final course in the Core Java Specialization.
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Course by
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Self Paced
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30 ساعات
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الإنجليزية
Mobile Development and JavaScript
This course is the first in a series that will allow you to expand your skills as an Android developer into the world of cross-platform mobile development. This will allow you to use your foundations as an Android developer to build cross-platform mobile applications. The first step in this expansion is learning to program in JavaScript. This will prepare you to learn to use the React library for mobile development. JavaScript is the programming language that powers the modern web. In this course, you will learn the basic concepts of web development with JavaScript.
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Course by
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Self Paced
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46 ساعات
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الإنجليزية
C++ Data Structures in the STL
In this project you will read weather data from a file and populate a C++ Vector with the file data. The data is then uniquified in a Set data structure and stored in a Map for accessing data by year. C++'s standard template library or STL contains data structures or containers that are built for efficiency. They are used to store and retrieve data in various formats. A list such as a Vector can be used in place of an array to contain data where the size cannot be determined ahead of time.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Introduction to Computer Programming
This MOOC provides you with the foundational skill set required to write computer programs. If you are interested in learning how to write interactive, graphical programs from an introductory level in a real programming language, this is the course for you. You will begin by learning the basics of editing and running programs. Then you will learn how to create 2D graphics using shapes and coordinates. Finally, you will learn how to create interactive graphics that you can control with the mouse.
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Course by
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Self Paced
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21 ساعات
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الإنجليزية
Job Shop Scheduling Using MILP Optimization on RStudio
Welcome to "Job Shop Scheduling Using MILP Optimization on RStudio". This is a project-based course which should take under 2 hours to finish. Before diving into the project, please take a look at the course objectives and structure.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Image Compression with K-Means Clustering
In this project, you will apply the k-means clustering unsupervised learning algorithm using scikit-learn and Python to build an image compression application with interactive controls.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Advanced Modeling for Discrete Optimization
Optimization is a common form of decision making, and is ubiquitous in our society. Its applications range from solving Sudoku puzzles to arranging seating in a wedding banquet. The same technology can schedule planes and their crews, coordinate the production of steel, and organize the transportation of iron ore from the mines to the ports. Good decisions in manpower and material resources management also allow corporations to improve profit by millions of dollars.
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Course by
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Self Paced
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47 ساعات
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الإنجليزية
Political Economy of Institutions and Development
This course is part of the SDG initiative addressing the UN Sustainable Development Goals, specifically for the following SDGs [1, 8, 10 and 16]. We hope you will join in our efforts to reach the SDG’s in small but measurable and actionable ways, cooperating with Development Done Differently. Expand your impact. You can create a better world. In today’s world, politics and economics are interconnected, but what is the nature of this connectivity?
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Course by
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Self Paced
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22 ساعات
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الإنجليزية
Diabetes Prediction With Pyspark MLLIB
In this 1 hour long project-based course, you will learn to build a logistic regression model using Pyspark MLLIB to classify patients as either diabetic or non-diabetic. We will use the popular Pima Indian Diabetes data set. Our goal is to use a simple logistic regression classifier from the pyspark Machine learning library for diabetes classification. We will be carrying out the entire project on the Google Colab environment with the installation of Pyspark.You will need a free Gmail account to complete this project.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية