Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
Our Courses
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.
-
Course by
-
Self Paced
-
3 hours
-
English
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.
-
Course by
-
Self Paced
-
27 hours
-
English
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.
-
Course by
-
Self Paced
-
3 hours
-
English
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.
-
Course by
-
Self Paced
-
3 hours
-
English
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.
-
Course by
-
Self Paced
-
11 hours
-
English
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.
-
Course by
-
Self Paced
-
12 hours
-
English
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.
-
Course by
-
Self Paced
-
1 hour
-
English
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.
-
Course by
-
Self Paced
-
2 hours
-
English
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.
-
Course by
-
Self Paced
-
35 hours
-
English
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.
-
Course by
-
Self Paced
-
16 hours
-
English
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 hours
-
English
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 hour
-
English
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 hours
-
English
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 hours
-
English
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 hours
-
English
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 hours
-
English
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 hours
-
English
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 hour
-
English
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 hours
-
English
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 hours
-
English
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 hours
-
English
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 hours
-
English
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 hours
-
English
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 hour
-
English
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 hours
-
English