Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
دوراتنا
Python Optical Character Recognition using Pytorch
Note: The rhyme platform currently does not support webcams, so this is not a live project.
This guided project is about optical character recognition using Pythorch, a Python library. This comes under the computer vision domain.
While you are watching me code, you will get a cloud desktop with all the required software pre-installed. This will allow you to code along with me. After all, we learn best with active, hands-on learning.
-
Course by
-
Self Paced
-
4 ساعات
-
الإنجليزية
PyCaret: Anatomy of Regression
In this 2 hour and 15 mins long project-based course, you will learn how to ow to set up PyCaret Environment and become familiar with the variety of data preparing tasks done during setup, be able to create, see and compare the performance of several models, learn how to tune your model without doing an exhaustive search, create impressive visuals of models, interpret models with the wrapper around SHAP Library and much more & all this with just a few lines of code. Note: This project works best for learners who are based in the North America region.
-
Course by
-
Self Paced
-
2 ساعات
-
الإنجليزية
Use Power Automate & SharePoint to Automate Invoice Sending
Each company must produce invoices for their services and each invoice must be delivered to the client. Most companies have employees who are doing both tasks manually, first they create an invoice and then they send it by email to the customer. As with most other repetitive tasks, we can use Power Automate and SharePoint to automate one of those 2 tasks and that is, sending invoices by email.
-
Course by
-
Self Paced
-
1 ساعات
-
الإنجليزية
Aerial Image Segmentation with PyTorch
In this 2-hour project-based course, you will be able to : - Understand the Massachusetts Roads Segmentation Dataset and you will write a custom dataset class for Image-mask dataset. Additionally, you will apply segmentation domain augmentations to augment images as well as its masks. For image-mask augmentation you will use albumentation library. You will plot the image-Mask pair. - Load a pretrained state of the art convolutional neural network for segmentation problem(for e.g, Unet) using segmentation model pytorch library.
-
Course by
-
Self Paced
-
2 ساعات
-
الإنجليزية
Building React Application using ASP.NET MVC5
The Building React Application using ASP.NET MVC5 course is designed to teach developers how to build scalable and efficient web applications using the React JS library and the ASP.NET MVC5 framework. Participants will also learn how to integrate React JS into their ASP.NET MVC5 web applications, taking advantage of the framework's features such as server-side rendering and routing. This course is best suitable for people with prior experience in web development with React and familiarity with ASP.NET technologies.
-
Course by
-
Self Paced
-
20 ساعات
-
الإنجليزية
Information Visualization: Programming with D3.js
In this course you will learn how to use D3.js to create powerful visualizations for web. Learning D3.js will enable you to create many different types of visualization and to visualize many different data types. It will give you the freedom to create something as simple as a bar chart as well your own new revolutionary technique.
In this course we will cover the basics of creating visualizations with D3 as well as how to deal with tabular data, geography and networks. By the end of this course you will be able to:
- Create bar and line charts
- Create choropleth and symbol maps
-
Course by
-
Self Paced
-
18 ساعات
-
الإنجليزية
Deep Learning with PyTorch : Object Localization
Object Localization is the task of locating an instance of a particular object category in an image, typically by specifying a tightly cropped bounding box centered on the instance. In this 2-hour project-based course, you will be able to understand the Object Localization Dataset and you will write a custom dataset class for Image-bounding box dataset. Additionally, you will apply augmentation for localization task to augment images as well as its effect on bounding box. For localization task augmentation you will use albumentation library. We will plot the (image-bounding box) pair.
-
Course by
-
Self Paced
-
2 ساعات
-
الإنجليزية
Building Interactive User Interfaces Using React Library
A frontend application is expected to have an attractive, responsive UI and a seamless UX with swift navigable views. Single Page Applications (SPAs) fulfill these expectations as they are lighter and efficient. React, a popular JavaScript library is used for developing complex user interfaces for single page applications (SPAs). Facebook, Instagram, Netflix, Airbnb etc., are some of the famous websites that use React. In this course, you will learn to construct an SPA by developing reusable and testable React Class components.
-
Course by
-
Self Paced
-
19 ساعات
-
الإنجليزية
Pub/Sub Lite: Qwik Start
This is a self-paced lab that takes place in the Google Cloud console.
Pub/Sub Lite is a zonal service for messaging systems with predictable traffic patterns. In this lab you will create Lite topics and Lite subscriptions, then send and receive messages using the Pub/Sub Lite client library for Python.
-
Course by
-
Self Paced
-
1 ساعات
-
الإنجليزية
Juniper Networks Automation Using Python and PyEZ
This course will introduce you to fundamental concepts of a programming language called Python. After introducing you to Python concepts, the course describes how to apply those concepts to network automation using Junos PyEZ, a free Python library from Juniper Networks. This course demonstrates using Python and Junos PyEZ to automate the management of Junos OS devices.
-
Course by
-
Self Paced
-
4 ساعات
-
الإنجليزية
Effective Programming in Scala
Scala is an expressive, versatile, and safe programming language. In this course, you will learn how to get the most out of Scala to solve common programming tasks such as modeling business domains, breaking down complex problems into simpler problems, manipulating data, or running parallel tasks. Along the journey, you will also learn the best practices for writing high-quality code that scales to large applications, how to handle errors, how to write tests, and how to leverage a productive development environment. This comprehensive, hands-on, course aims at leveling up your programming s
-
Course by
-
Self Paced
-
74 ساعات
-
الإنجليزية
Essentials of Global Health
Essentials of Global Health is a comprehensive introduction to global health. It is meant to introduce you to this topic in well-structured, clear and easy to understand ways. Much of the course will focus on five questions: What do people get sick, disabled and die from; Why do they suffer from these conditions? Which people are most affected? Why should we care about such concerns? What can be done to address key health issues, hopefully at least cost, as fast as possible, and in sustainable ways?
-
Course by
-
Self Paced
-
70 ساعات
-
الإنجليزية
Data Visualization with Plotly Express
Welcome to this project-based course on Data Visualization with Plotly Express. In this project, you will create quick and interactive data visualizations with Plotly Express: a high-level data visualization library in Python inspired by Seaborn and ggplot2. You will explore the various features of the in-built Gapminder dataset, and produce interactive, publication-quality graphs to augment analysis. This course runs on Coursera's hands-on project platform called Rhyme. On Rhyme, you do projects in a hands-on manner in your browser.
-
Course by
-
Self Paced
-
3 ساعات
-
الإنجليزية
Facial Keypoint Detection with PyTorch
In this 2-hour project-based course, you will be able to :
- Understand the Facial Keypoint Dataset and you will write a custom dataset class for Image-Keypoint dataset. Additionally, you will apply keypoint augmentation to augment images as well as its keypoints. For keypoint augmentation you will use albumentation library. You will plot the image keypoint pair.
- Load a pretrained state of the art convolutional neural network using timm library.
-
Course by
-
Self Paced
-
2 ساعات
-
الإنجليزية
Apply advanced testing for your Django web application
In this 1-hour long project-based course, you will learn some of the advanced features of Django testing framework. For a given sample Django project, you will learn how to feed the testing database with data using fixtures. You will use different methods to customize the project-wide settings during a test. You will learn how to test form submission, and understand how to test the response object for strings. In particular, you will use the Beautiful Soup python library to test the response object for the presence of HTML tags.
-
Course by
-
Self Paced
-
2 ساعات
-
الإنجليزية
Using APIs for Network Automation
This course will provide a solid foundation for understanding how APIs are utilized in network automation by discussing important topics such as data encoding formats, REST APIs, and the Python Requests library.
-
Course by
-
Self Paced
-
4 ساعات
-
الإنجليزية
Creating a Streaming Data Pipeline With Apache Kafka
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you create a streaming data pipeline with Kafka providing you a hands-on look at the Kafka Streams API. You will run a Java application that uses the Kafka Streams library by showcasing a simple end-to-end data pipeline powered by Apache.
-
Course by
-
Self Paced
-
1 ساعات
-
الإنجليزية
Unit Testing in React.js: Create a Unit Test Suite
Why is unit testing essential for developing high-quality React applications? In this project, you will delve into the core principles of testing React applications using the React Testing Library, building an extensive test suite for a real-world movie search application that fetches data from an API and displays it on screen.
-
Course by
-
Self Paced
-
3 ساعات
-
الإنجليزية
Parallel programming (Scala 2 version)
With every smartphone and computer now boasting multiple processors, the use of functional ideas to facilitate parallel programming is becoming increasingly widespread. In this course, you'll learn the fundamentals of parallel programming, from task parallelism to data parallelism. In particular, you'll see how many familiar ideas from functional programming map perfectly to to the data parallel paradigm.
-
Course by
-
Self Paced
-
33 ساعات
-
الإنجليزية
Modern Robotics, Course 6: Capstone Project, Mobile Manipulation
The capstone project of the Modern Robotics specialization is on mobile manipulation: simultaneously controlling the motion of a wheeled mobile base and its robot arm to achieve a manipulation task. This project integrates several topics from the specialization, including trajectory planning, odometry for mobile robots, and feedback control.
-
Course by
-
Self Paced
-
21 ساعات
-
الإنجليزية
Graduate Admission Prediction with Pyspark ML
In this 1 hour long project-based course, you will learn to build a linear regression model using Pyspark ML to predict students' admission at the university. We will use the graduate admission 2 data set from Kaggle. Our goal is to use a Simple Linear Regression Machine Learning Algorithm from the Pyspark Machine learning library to predict the chances of getting admission. 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.
-
Course by
-
Self Paced
-
2 ساعات
-
الإنجليزية
Build a Classification Model using PyCaret
In this 1-hour long project-based course, you will create an end-to-end classification model using PyCaret a low-code Python open-source Machine Learning library.
The goal is to build a model that can accurately predict whether a teacher's project proposal was accepted, based on the data they provided in their application.
You will learn how to automate the major steps for building, evaluating, comparing and interpreting Machine Learning Models for classification.
-
Course by
-
Self Paced
-
3 ساعات
-
الإنجليزية
Building Navigational Workflows Using React
Forms are an essential part of modern-day workflow. They are the primary medium of collecting, validating, and storing user data to provide great user experience. React library helps in developing forms using controlled components. Alternatively, open-source Libraries like Formik can be used for handling form input validations and form submissions efficiently. Additionally, React library is supported by React Router library which facilitates developers to rapidly enable routing between components.
-
Course by
-
Self Paced
-
10 ساعات
-
الإنجليزية
Topic Modeling using PyCaret
In this 1-hour long project-based course, you will create an end-to-end Topic model using PyCaret a low-code Python open-source Machine Learning library.
You will learn how to automate the major steps for preprocessing, building, evaluating and deploying Machine Learning Models for Topic .
Here are the main steps you will go through: frame the problem, get and prepare the data, discover and visualize the data, create the transformation pipeline, build, evaluate, interpret and deploy the model.
-
Course by
-
Self Paced
-
2 ساعات
-
الإنجليزية
Enhance Student Learning with Interactive Lessons in Nearpod
By the end of this project, you will have curated a library of Nearpod lessons and you will have learned how to make every lesson interactive with the many features of Nearpod. With Nearpod, you can add quiz and game features to learning videos. You can launch lessons live or allow students to work at their own pace. With the data you collect, you can identify areas where students need more practice and adjust your teaching to meet those needs.
-
Course by
-
Self Paced
-
3 ساعات
-
الإنجليزية