Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
دوراتنا
GUI Programming: Create a Login System in Python
By the end of this guided project, you’ll be able to create a login system using python’s popular library Tkinter. You’ll learn how to create a Graphical User Interface (GUI) in Python from the scratch. You’ll learn how to create windows, labels, entry boxes and buttons. You’ll learn how to extract data from the entry boxes. You’ll learn how to change color, size orientation of most of Tkinter’s widgets. You’ll learn how to add functionality to the buttons. You’ll be capable of manipulating text files by writing, reading, appending and creating them.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Data Engineering and Machine Learning using Spark
NOTE: This course is currently replaced with IBM Machine Learning with Apache Spark.
Further your data engineering career with this self-paced course about machine learning with Apache Spark! Organizations need skilled, forward-thinking Big Data practitioners who can apply their business and technical skills to unstructured data such as tweets, posts, pictures, audio files, videos, sensor data, and satellite imagery and more to identify behaviors and preferences of prospects, clients, competitors, and others.
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Course by
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Self Paced
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8 ساعات
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الإنجليزية
Fundamentals of Java Programming
Immerse yourself in the world of Java programming with this comprehensive course, consisting of three modules, has been designed for those who are completely new to Java programming and desire to develop a strong foundation in it. In the first module, Java Fundamentals, you'll be introduced to Java programming and its integral components such as the Java Virtual Machine (JVM), the Java Runtime Environment (JRE), and the Java class library.
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Course by
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Self Paced
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18 ساعات
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الإنجليزية
Getting Started with Tensorflow.js
By the end of this project, you will learn how to code a smart webcam to detect people and other everyday objects using a pre-trained COCO-SSD image recognition model with Tensorflow.js.
Based on an older library called deeplearn.js, Tensorflow.js is a deep learning library that leverages Tensorflow to create, train and run inference on artificial neural network models directly in a web browser, utilizing the client's GPU/CPU resources (accelerated using WebGL). Tensorflow.js brings Tensorflow to the web!
JavaScript/Typescript experience is heavily recommended.
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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 Inventory Replenishment Using R Simmer
By the end of this project, you will gain introductiory knowledge of Discrete Event Simulation, Inventory Replenishment, be able to 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
Automatic Machine Learning with H2O AutoML and Python
This is a hands-on, guided project on Automatic Machine Learning with H2O AutoML and Python. By the end of this project, you will be able to describe what AutoML is and apply automatic machine learning to a business analytics problem with the H2O AutoML interface in Python. H2O's AutoML automates the process of training and tuning a large selection of models, allowing the user to focus on other aspects of the data science and machine learning pipeline such as data pre-processing, feature engineering and model deployment.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Basic 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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28 ساعات
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الإنجليزية
Multi-Echelon Inventory Simulation Using R Simmer
Welcome to "Multi Echelon Inventory Simulation Using R Simmer". This is a project-based course which should take about 2 hours to finish. Before diving into the project, please take a look at the course objectives and structure. By the end of this project, you will gain introductiory knowledge of Discrete Event Simulation, Multi Echelon Inventory Systems, be able to use R Studio and Simmer library, create statistical variables required for simulation, define process trajectory, define and assign resources, define arrivals (eg.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Big Data Science with the BD2K-LINCS Data Coordination and Integration Center
The Library of Integrative Network-based Cellular Signatures (LINCS) was an NIH Common Fund program that lasted for 10 years from 2012-2021. The idea behind the LINCS program was to perturb different types of human cells with many different types of perturbations such as drugs and other small molecules, genetic manipulations such as single gene knockdown, knockout, or overexpression, manipulation of the extracellular microenvironment conditions, for example, growing cells on different surfaces, and more.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
NumPy Tutorial
Start learning NumPy with the w3schools course and improve your statistics and math programming skills. NumPy is a Python library for using arrays in statistics and math. This is a structured and interactive version of the W3Schools NumPy 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. Start learning with our proven tutorials used by millions of learners!
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Course by
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Self Paced
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13 ساعات
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الإنجليزية
Build a Clustering Model using PyCaret
In this 1-hour long project-based course, you will create an end-to-end clustering model using PyCaret a low-code Python open-source Machine Learning library.
The goal is to build a model that can segment a wholesale customers based on their historical purchases.
You will learn how to automate the major steps for building, evaluating, comparing and interpreting Machine Learning Models for clustering.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Save and Load Files with C# in Unity
In this one-hour, project-based course, you'll learn how to save and load text files using C#'s System.IO Library. You'll also learn how to obfuscate a text file using a simple pseudo-encryption algorithm.
The guided project will introduce you to the following coding concepts:
- Basic File Handling
- JSON Format
- XOR Pseudo-cypher
This is a stand-alone guided project, and also serves as an optional but recommended foundation for the "Save a Dynamic Scene with C# in Unity" and "Encrypt and Decrypt Files with C# in Unity" courses.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Create Beautiful Data Visualizations with Python and Altair
In this Project, we would be creating some visualizations with Altair Python library and you will learn how to manipulate, interact with and save those charts.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Fundamental Tools of Data Wrangling
Data wrangling is a crucial step in the data analysis process, as it involves the transformation and preparation of raw data into a suitable format for analysis. The "Fundamental Tools for Data Wrangling" course is designed to provide participants with essential skills and knowledge to effectively manipulate, clean, and analyze data. Participants will be introduced to the fundamental tools commonly used in data wrangling, including Python, data structures, NumPy, and pandas.
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Course by
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Self Paced
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27 ساعات
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الإنجليزية
Setting Up a Digital Library with EPIC
By the end of this project, you will have created a digital library for students that will connect them to over 40,000 digital books while giving teachers the ability to assign books to students and view student progress. EPIC is an invaluable tool for the tech-connected classroom. Whether used in the classroom, for virtual learning, or at home, EPIC allows all children to have access to quality books, audiobooks, and videos to encourage their love of reading.
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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 Regression Model using PyCaret
In this 1-hour long project-based course, you will create an end-to-end Regression model using PyCaret a low-code Python open-source Machine Learning library.
The goal is to build a model that can accurately predict the strength of concrete based on several fatures.
You will learn how to automate the major steps for building, evaluating, comparing and interpreting Machine Learning Models for regression.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Create Ping-Pong Game in Python using Turtle Graphics
By the end of this project, you will be able to create The Classic Ping Pong game using Python and Turtle graphics. You’ll also be able to identify and use most of Turtle’s modules and functions that helps you develop and build your own game. Moreover, you’ll be able to edit and manipulate the objects created by Turtle however you like.
Turtle graphics is a pre-installed Python library that’s a trendy way of introducing programming to beginners. It helps visualize what programming can do. It’s a straightforward yet versatile way to understand the concepts of Python.
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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 Object-Oriented Programming in C++
This course is the first of five courses aiming to help you to become confident working in the object-oriented paradigm in the C++ language. This specialisation is for individuals who want to learn about objected oriented programming. It's an all-in-one package that will take you from the very fundamentals of C++, all the way to building a crypto-currency exchange platform. During the five courses, you will work with the instructor on a single project: a crypto-currency exchange platform.
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Course by
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Self Paced
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11 ساعات
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الإنجليزية
jQuery Tutorial
Start learning jQuery with the W3Schools course to improve your Web Development skills. jQuery is a JavaScript Library that greatly simplifies JavaScript programming. This is a structured and interactive version of the W3Schools jQuery Tutorial. The course is self-paced with text based modules, practical interactive examples and exercises to check your understanding as you progress.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
Data Visualization using Plotly
Welcome to this 1 hour long guided project on Data Visualization using Plotly. Plotly is a python graphing library which is used to make interactive, publication-quality graphs. It allows users to import, copy and paste, or stream data to be analyzed and visualized. In this project you will learn how to create beautiful visualizations using Plotly constructs. This guided project is for anyone who wants to learn data visualization or already in the data science field.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Explore Adobe Spark while creating Social Stories Highlights
By the end of this project, you will learn how to use Adobe Spark to create simple story highlights for your Social Media accounts.
You’ll be able to set up an account on Adobe Spark for free and explore its basic functions to create simple Visual Contents ready to be used on your social media.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Auto Machine Learning (AutoML) Using AutoGluon
Hello everyone and welcome to this new hands-on project on AutoML with AutoGluon. In this project, we will use a power library known as AutoGluon to train several machine learning models to solve classification type problems. AutoGluon is the library behind Amazon web services autopilot, and it allows for quick prototyping of several powerful models using a few lines of code. You can add this project to your portfolio of projects which is essential for your next job interview.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Generating New Recipes using GPT-2
In this 2 hour long project, you will learn how to preprocess a text dataset comprising recipes, and split it into a training and validation set. You will learn how to use the HuggingFace library to fine-tune a deep, generative model, and specifically how to train such a model on Google Colab. Finally, you will learn how to use GPT-2 effectively to create realistic and unique recipes from lists of ingredients based on the aforementioned dataset. This project aims to teach you how to fine-tune a large-scale model, and the sheer magnitude of resources it takes for these models to learn.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots
Do you want to know how robots work? Are you interested in robotics as a career? Are you willing to invest the effort to learn fundamental mathematical modeling techniques that are used in all subfields of robotics? If so, then the "Modern Robotics: Mechanics, Planning, and Control" specialization may be for you. This specialization, consisting of six short courses, is serious preparation for serious students who hope to work in the field of robotics or to undertake advanced study.
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Course by
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Self Paced
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35 ساعات
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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