Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
دوراتنا
Getting Started with Spatial Analysis in GeoDa
By the end of this project, learners will know how to start out with GeoDa to use it for spatial analyses. This includes how to access and download the software, import multiple layers, and a basic overview of GeoDa. Spatial analysis, as a type of data analysis, has been getting increasingly important. The beginnings are often dated back to John Snow’s cholera outbreak maps from the mid-1800s. In 2003, Dr. Luc Anselin at the University of Chicago developed GeoDa, together with his team, to provide free software that digitizes old school pin maps.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Language Classification with Naive Bayes in Python
In this 1-hour long project, you will learn how to clean and preprocess data for language classification. You will learn some theory behind Naive Bayes Modeling, and the impact that class imbalance of training data has on classification performance. You will learn how to use subword units to further mitigate the negative effects of class imbalance, and build an even better model.
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
Modeling and Debugging Embedded Systems
This course can also be taken for academic credit as ECEA 5387, part of CU Boulder’s Master of Science in Electrical Engineering degree. This is part 3 of the specialization.
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Course by
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Self Paced
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8 ساعات
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الإنجليزية
The Science of Well-Being for Teens
A recent survey found that 37% of teens say they have poor mental health. This 6-week course aims to curb this mental health crisis by bringing together the best insights from Dr. Laurie Santos’ popular Yale course Psychology and the Good Life. In this course, you will explore what the field of psychology teaches us about how to be happier, how to feel less stressed, and how to thrive in high school and beyond. The lessons along with short weekly ‘happiness homework’ assignments will ultimately prepare you to put these scientific findings into practice.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
Advanced Information Literacy
This course is designed to build upon a learner's search skills and expertise in the information literacy concepts that underpin scholarship at college or university. This badge incentivizes them to continue improving their information literacy competencies over their academic and workplace career.
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Course by
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Self Paced
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18 ساعات
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الإنجليزية
Handling Imbalanced Data Classification Problems
In this 2-hour long project-based course on handling imbalanced data classification problems, you will learn to understand the business problem related we are trying to solve and and understand the dataset. You will also learn how to select best evaluation metric for imbalanced datasets and data resampling techniques like undersampling, oversampling and SMOTE before we use them for model building process. At the end of the course you will understand and learn how to implement ROC curve and adjust probability threshold to improve selected evaluation metric of the model.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Kotlin For Beginners: Data Types and Conditional Expressions
In this Kotlin for Beginners: Data Types and Conditional Expression project you will learn the basics of programming using Kotlin. By the end of this guided project you will build volunteer contact app while learning the basics of Kotlin Programming. You will also learn to create your own cumulative percentage calculator with conditional expressions as a part of the optional cumulative project for this guided project.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Disability Inclusion in Education: Building Systems of Support
Worldwide millions of children are not able to fully participate in schooling, and this is especially a problem for children with disabilities. In this course, we explore the support that teachers need in order to meet the needs of children with severe to profound hearing, visual and intellectual disabilities. We consider how this can be done by talking with a range of experts - from teachers to activists - about inclusive education as well as sharing experiences of education.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية
Weather Data in BigQuery
In this lab you analyze historical weather observations using BigQuery and use weather data in conjunction with other datasets. This lab is part of a series of labs on processing scientific data.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Cloud SQL for MySQL: Qwik Start
This is a self-paced lab that takes place in the Google Cloud console. Create a Google Cloud SQL MySQL instance and perform SQL operations using Google Cloud Platform Console and mysql client. Watch this short video, Manage PostgreSQL and MySQL Databases Easily with Cloud SQL.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
BigQuery Fundamentals for Teradata Professionals
This course covers BigQuery fundamentals for professionals who are familiar with SQL-based cloud data warehouses in Teradata and want to begin working in BigQuery. Through interactive lecture content and hands-on labs, you learn how to provision resources, create and share data assets, ingest data, and optimize query performance in BigQuery. Drawing upon your knowledge of Teradata, you also learn about similarities and differences between Teradata and BigQuery to help you get started with data warehouses in BigQuery.
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Course by
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Self Paced
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6 ساعات
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الإنجليزية
Water Resources Management and Policy
Water management today is faced with new challenges such as climate change or the effects of human activity. Public and private stakeholders who are active in this field must develop new ways to better manage the water cycle "as a whole". The objective of this MOOC is to develop an understanding of the problems related to water management. Firstly, this course will define a resource and, more specifically, the resource of water. It will look at how water is used and the activities associated with it as well as any potential conflicts.
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Course by
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Self Paced
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10 ساعات
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الإنجليزية
BIM Fundamentals for Engineers
The course is designed for students to learn the essential concepts of BIM, and the basic technical skills to create and manipulate a BIM model. Those skills include how to retrieve information from a BIM model and how to use common modeling tools.
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Course by
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Self Paced
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13 ساعات
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الإنجليزية
Power Onboarding
Power Onboarding provides practical, easy-to-use tools to guide an individual who is transitioning to a new job. Students will prepare an actionable personal onboarding plan that will set them up for success in their new role. Research has shown that an actively followed power onboarding plan will allow an individual to reach proficiency in a new position up to 30% faster than the typical transitioning manager. In this course, students will develop their own onboarding plan, allowing them to contribute sooner and be eligible for promotion earlier.
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Course by
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Self Paced
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7 ساعات
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الإنجليزية
Bend, Warp, and Style Text with Inkscape
By the end of this project, you’ll be able to apply filters and path effects to text in Inkscape. Inkscape is a free vector graphics program that can customize letters and text, helping you to create unique images for digital and print use.
You’ll get comfortable using non-destructive effects, ones that allow you to edit the text and type out new words. You’ll also practice using destructive effects, where you’ll trade the ability to type out new text for the ability to change the shape of the existing text.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Calculus: Single Variable Part 4 - Applications
Calculus is one of the grandest achievements of human thought, explaining everything from planetary orbits to the optimal size of a city to the periodicity of a heartbeat. This brisk course covers the core ideas of single-variable Calculus with emphases on conceptual understanding and applications. The course is ideal for students beginning in the engineering, physical, and social sciences.
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Course by
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Self Paced
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21 ساعات
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الإنجليزية
Cybersecurity for Data Science
This course aims to help anyone interested in data science understand the cybersecurity risks and the tools/techniques that can be used to mitigate those risks. We will cover the distinctions between confidentiality, integrity, and availability, introduce learners to relevant cybersecurity tools and techniques including cryptographic tools, software resources, and policies that will be essential to data science.
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Course by
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Self Paced
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19 ساعات
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الإنجليزية
C++ Classes and Objects
In this project you will create an application that defines a Car class and create one to many Car objects using C++.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Configure and verify PPP and Frame Relay on Cisco Routers
Welcome to the CCNA 1.10: Configure and Verify PPP and Frame Relay on Cisco Routers, In this guided project, you will configure and verify WAN connections on Cisco routers, you will setup PPP connection and authentication, configure and verify frame-relay, and setup frame-relay sub-interfaces.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Filtering Explores with LookML
This is a Google Cloud Self-Paced Lab. In this lab, you will learn how to filter explores with LookML
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Create an interactive story game with Twine
In this 2-hour long project-based course, you will learn how to create an interactive story game with the leading open source interactive fiction development platform Twine. You will learn how to create an interactive detective story, setting up variables, creating character sheet, inventory and clues, rolling dice and incorporating an RPG-style fighting mechanism.
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 AWS Elastic File System
Amazon Elastic File System offers a simple interface that allows you to create and configure file systems quickly and easily in AWS. By the end of this project, you will get a real world experience of working with EFS on a production environment. The Idea is to create an EFS in AWS and create a text document using one Linux Instance and access the same document via another Linux Instance.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Migrate to Cloud SQL for PostgreSQL using Database Migration Service
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you migrate a stand-alone PostgreSQL database (running on a virtual machine) to Cloud SQL for PostgreSQL using a continuous Database Migration Service job and VPC peering for connectivity.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Python Basics: Selection and Iteration
Code and run your first python program in minutes without installing anything! This course is designed for learners with no coding experience, providing a solid foundation of not just python, but core Computer Science topics that can be transferred to other languages. The modules in this course cover printing, operators, iteration (i.e., loops), and selection (i.e., conditionals). To allow for a truly hands-on, self-paced learning experience, this course is video-free.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
Take a Swing at Baseball Analytics: Explore Player Careers
Former Major League Baseball (MLB) player Matt Kata joins MathWorks to introduce you to data analysis using baseball statistics. By analyzing historic batting statistics, you will explore player careers and answer the question: When do great hitters peak in their career?
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Course by
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Self Paced
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4 ساعات
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الإنجليزية