Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
دوراتنا
HTML for Beginners: Getting Started
HTML is at the very core of the world wide web, it is the language in which all web pages are written and rendered. In this 75 minute long project you will build knowledge base for your business, team, project or class, using HTML. You will learn the fundamentals of structuring the content of a web page, formatting text on screen, add images, links and navigational elements creating an hypertext. You will learn how to add semantics and structure the page for the semantic web, search engines and screen readers.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Simple Recurrent Neural Network with Keras
In this hands-on project, you will use Keras with TensorFlow as its backend to create a recurrent neural network model and train it to learn to perform addition of simple equations given in string format. You will learn to create synthetic data for this problem as well. By the end of this 2-hour long project, you will have created, trained, and evaluated a sequence to sequence RNN model in Keras. Computers are already pretty good at math, so this may seem like a trivial problem, but it’s not! We will give the model string data rather than numeric data to work with.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Optimizing Machine Learning Performance
This course synthesizes everything your have learned in the applied machine learning specialization. You will now walk through a complete machine learning project to prepare a machine learning maintenance roadmap. You will understand and analyze how to deal with changing data. You will also be able to identify and interpret potential unintended effects in your project. You will understand and define procedures to operationalize and maintain your applied machine learning model.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
Introduction to Object-Oriented Programming with Java
Introduction to OO Programming with Java is course 2 of the Core Java Specialization. After completing this course, you'll be able to create simple Java classes that exhibit the principle of Encapsulation, to import other classes for use, to work with Strings, print output and use advanced math functions. We'll begin with a brief refresher on necessary concepts from Object-Oriented Programming. Next, we'll introduce basic Java concepts regarding classes, enabling you to start writing simple Java classes with attributes and methods.
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Course by
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Self Paced
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18 ساعات
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الإنجليزية
Introduction to the Tidyverse
This course introduces a powerful set of data science tools known as the Tidyverse. The Tidyverse has revolutionized the way in which data scientists do almost every aspect of their job. We will cover the simple idea of "tidy data" and how this idea serves to organize data for analysis and modeling. We will also cover how non-tidy can be transformed to tidy data, the data science project life cycle, and the ecosystem of Tidyverse R packages that can be used to execute a data science project.
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Course by
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Self Paced
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الإنجليزية
Google Data Analytics Capstone: Complete a Case Study
This course is the eighth and final course in the Google Data Analytics Certificate. You’ll have the opportunity to complete a case study, which will help prepare you for your data analytics job hunt. Case studies are commonly used by employers to assess analytical skills. For your case study, you’ll choose an analytics-based scenario. You’ll then ask questions, prepare, process, analyze, visualize and act on the data from the scenario. You’ll also learn about useful job hunting skills, common interview questions and responses, and materials to build a portfolio online.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
Navigating Disruption: Becoming an Un-Disruptable Leader
This course helps you cultivate the five key leadership traits that will make you an un-disruptable leader: ambidexterity, beginner's mindset, disruptive jujitsu, end-user ethnography, and emotional fortitude. You will engage in exercises to develop these traits and learn how to apply them to lead your organization successfully through modern-day disruption. To keep up with the current pace of disruption, leaders must develop a strategic mindset, balance optimization and innovation, and navigate the challenges and opportunities created by disruption.
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Course by
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Self Paced
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13 ساعات
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الإنجليزية
EU policy and implementation: making Europe work!
People have become more critical of EU policy and often seem to prefer local policy solutions in response to globalisation problems. How do you experience EU policy? Does it help? And if not, how can we change this? In this course, we learn how the European Union prepares and decides on policy, and how policy is transferred to member states and implemented by various authorities, including regional and local governments. We discuss the challenges of the European multi-level governance structure. We also focus on the main causes of policy failure or success.
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Course by
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Self Paced
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55 ساعات
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الإنجليزية
AI Essentials
Learn the essentials for AI discovery conversations.
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
Capstone: Design Thinking for IS in Business
In this course, learners will be introduced to the capstone project and learn how to integrate the design thinking process in business problem solving. In addition, learners will develop a prototype and get feedback from peers.
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Course by
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Self Paced
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11 ساعات
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الإنجليزية
Agile with Atlassian Jira
This course discusses common foundational principles and practices used by agile methodologies, providing you with a flexible set of tools to use in your role (e.g. product owner, scrum master, project manager, team member) on an agile team. Learn agile and lean principles, including kanban and scrum, and use Jira Software Cloud as the tool to apply hands-on exercises in these topics. The course includes instruction on company-managed and team-managed Jira projects.
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Course by
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Self Paced
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13 ساعات
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الإنجليزية
Deploying Java-Maven Application With Jenkins CI/CD Tool
Jenkins is a powerful and flexible automation tool; It is used to automate almost anything.
It’s free and open source
It has a strong community with thousands of plugins you can use
Jenkins is used in a lot of companies, from startups to enterprises
In this guided project through hands-on, practical experiences, you will go through concepts like --
1. Deploying Java-Maven application using Jenkins freestyle
2. Deploying Java-Maven application using Jenkins DSL and Jenkins Pipelines (Jenkinsfile). Jenkins Pipeline is a new way of using Jenkins, the DevOps way!
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Logistic Regression with NumPy and Python
Welcome to this project-based course on Logistic with NumPy and Python. In this project, you will do all the machine learning without using any of the popular machine learning libraries such as scikit-learn and statsmodels. The aim of this project and is to implement all the machinery, including gradient descent, cost function, and logistic regression, of the various learning algorithms yourself, so you have a deeper understanding of the fundamentals.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Healthcare Entrepreneurship: Taking Ideas to Market
This course delves into intellectual property (IP) with an introduction into the innovation landscape within the UK and how that compares with other settings. You'll focus on how intellectual property applies to frugal innovations, compulsory licensing, and when and how to apply for intellectual property. This course teaches you about how innovators can secure funding by exploring the types of funding available, the types of organisations involved, as well as the challenges that surround funding.
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Course by
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Self Paced
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26 ساعات
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الإنجليزية
Introduction to the DNS (Domain Name System)
The DNS, or domain name system, is one of the most basic components of the Internet that has been in use since 1985. It is a fundamental component of the World Wide Web. This project takes you step by step to understand the structure and how the domain name system works. You will learn some handy DNS commands and will have a chance to try your hands on setting up a simulated domain name configuration as well.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Applied Analytics and Data for Decision Making
By the end of this course, learners are prepared to identify and test the best solutions for improving performance and integrating concepts from operational excellence methodologies for optimum data-driven decision making. The course begins with a focus on deciphering the root cause of problems through a variety of tools before determining and assessing best-fit solutions. Learners discover how to apply ISO, Lean and Six Sigma in the pursuit of aligning organizational operations data with performance standards.
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Course by
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Self Paced
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11 ساعات
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الإنجليزية
Orchestrating Whole Classroom Discussion
This course offers strategies that can lead to richer, more productive, whole-class discussions in their classrooms. Focusing on how to prepare for discussion, this course is for anyone who leads, wants to lead, or is interested in how teachers lead discussion. Across the 4 sessions in this course, we’ll learn more about what teachers and students need to do to prepare for rich discussions, including understanding: 1. What is (and isn't) discussion, and why discussion is important 2. How teachers set goals for discussion, and establish explicit norms that support these objectives 3.
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Course by
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Self Paced
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13 ساعات
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الإنجليزية
Online Data Migration to BigQuery using Striim
This is a self-paced lab that takes place in the Google Cloud console. Continuous Data Replication from Cloud SQL for MySQL to BigQuery using Striim
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Google Advanced Data Analytics Capstone
You’re almost there! This is the seventh and final course of the Google Advanced Data Analytics Certificate. In this course, you have the opportunity to complete an optional capstone project that includes key concepts from each of the six preceding courses.
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Course by
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Self Paced
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10 ساعات
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الإنجليزية
Build a Business Architecture using AWS Organization
In this 2-hours long project-based course, you will learn how to: • Create 'AWS Organization' • Add members to 'Organization' • Attach 'Service Control Policy' to member accounts • Enable 'Cloud Trail' for your Organization. This course is an apt learning platform for people who wanted to build their business in AWS Cloud. If you want to manage your business architecture which is deployed in AWS cloud, you must be familiar with 'AWS Organization'. With this powerful tool, you can manage multiple AWS Accounts in a much easier way.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Paleontology: Theropod Dinosaurs and the Origin of Birds
Paleontology: Theropod Dinosaurs and the Origin of Birds is a five-lesson course teaching a comprehensive overview of the origins of birds. This course examines the anatomy, diversity, and evolution of theropod dinosaurs in relation to the origin of birds. Students explore various hypotheses for the origin of flight. Watch a preview of the course here: https://uofa.ualberta.ca/courses/paleontology-theropod-dinosaurs
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
AWS: CI/CD Pipelines and Deployment Strategies
AWS: CI/CD Pipelines and Deployment Strategies Course is the second course of Exam Prep: AWS Certified DevOps Engineer - Professional Specialization. This course assists learners with the knowledge of Software development lifecycle (SDLC) concepts, phases, and models. The course also focuses on Pipeline deployment, Testing, and Configuring artifact repositories. This course is divided into three modules and each module is further segmented by Lessons and Video Lectures.
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Course by
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Self Paced
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7 ساعات
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الإنجليزية
Forecast bikeshare demand using time series models in R
In this project, you’ll help a bike rental company enhance its fleet management and pricing strategy by building a daily bike rental forecasting model using time series analysis techniques in R. Your objectives include loading, cleaning, processing, and analyzing daily rental transaction data, and developing and evaluating time series models for the most accurate predictions. The company will use your validated forecasting model to determine the optimal number of bikes to keep in each station and set dynamic pricing based on predicted demand.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Politics and Ethics of Data Analytics in the Public Sector
Deepen your understanding of the power and politics of data in the public sector, including how values — in addition to data and evidence — are always part of public sector decision-making. In this course, you will explore common ethical challenges associated with data, data analytics, and randomized controlled trials in the public sector. You will also navigate and understand the ethical issues related to data systems and data analysis by understanding frameworks, codes of ethics, and professional guidelines.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية
Connect and Configure Data for your AppSheet App
This is a Google Cloud Self-Paced Lab. In this lab, you'll use AppSheet to connect and configure data for your app.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية