Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
دوراتنا
Building Regression Models with Linear Algebra
In this course, you'll learn how to distinguish between the different types of regression models. You will apply the Method of Least Squares to a dataset by hand and using Python. In addition, you will learn how to employ a linear regression model to identify scenarios. Let's get started!
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Course by
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Self Paced
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6 ساعات
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الإنجليزية
Systematic Creative Thinking: Tools for Success
Creativity is a widely acclaimed attribute. A range of creativity tools are available that rely on creativity principles to enable systematic idea generation. This module builds on the first module where various types of brainstorming were introduced along with the creativity diamond framework which provides a guide to which type of creative approach to use. Here we will introduce systematic creativity tools that can be used to provoke a wide range of ideas that might not normally arise and can be used to augment your innate creativity.
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Course by
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Self Paced
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11 ساعات
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الإنجليزية
Explore insights in text analysis using Azure Text Analytics
In this one-hour project, you will understand how Azure Text Analytics works and how you can use the power of Natual Language Processing, NLP, and Machine Learning to extract information and explore insights from text. You will learn how to use Azure Text Analytics to extract entities' sentiments, key phrases, and other elements from text like product reviews, understand how the results are organized, manipulate the data and generate a report to explore the insights.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Competitive Strategy and Organization Design Project
This industry project is designed to allow you to apply the knowledge you have gained throughout the specialization for advising a real company. Our partner company will approach you with two specific questions the company is currently facing and that relate to the content of the specialization. You are asked to choose one of these questions and conduct an in-depth research on the topic. You need to collect relevant information, analyze it and relate it to the content you have learned throughout 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
Introduction to Data Analysis using Microsoft Excel
In this project, you will learn the foundation of data analysis with Microsoft Excel using sales data from a sample company. You will learn how to use sorting and filtering tools to reorganize your data and access specific information about your data. You will also learn about the use of functions like IF and VLOOKUP functions to create new data and relate data from different tables. Finally, you will learn how to create PivotTables to summarize and look at comparisons within your data.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Revolutionary Ideas: Borders, Elections, Constitutions, Prisons
What is the purpose of government? Why should we have a State? What kind of State should we have? Even within a political community, there may be sharp disagreements about the role and purpose of government. Some want an active, involved government, seeing legal and political institutions as the means to solve our most pressing problems, and to help bring about peace, equality, justice, happiness, and to protect individual liberty.
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Course by
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Self Paced
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18 ساعات
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الإنجليزية
Climate Adaptation in Africa
This course explores why climate change adaptation is important globally and in the African context. Africa is considered to be one of the most vulnerable regions to climate change. Historically, climate-related hazards such as drought, flooding, pest and disease outbreaks, coastal storms, and heat waves have had devastating impacts on people and the environment in which they live. Often the damage knocks back progress that has been made in social and economic development, slowing down the achievement of development goals.
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Course by
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Self Paced
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19 ساعات
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الإنجليزية
Build a BigQuery Processing Pipeline with Events for Cloud Run for Anthos
This is a self-paced lab that takes place in the Google Cloud console. The BigQuery processing pipeline queries a public COVID-19 dataset on a schedule, creates charts from the data, then notifies users about the new charts via SendGrid with Events for Cloud Run on GKE
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Using ggplot
In this project, you will learn about using ggplot, specifically ggplot2 (the latest version of ggplot). This program is a plotting package for the programming language R. R is a computer programming language, and it is also an open-source software often used among data scientists, statisticians, and data miners in their everyday work with data sets. The gg in ggplot2 means Grammar of Graphics, a graphic concept which describes plots by using a “grammar.”
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Establishing Product-Market Fit
Entrepreneur and investor Marc Andreessen coined the term product-market fit in 2007 when he said, “Product-market fit means being in a good market with a product that can satisfy that market.” While there are ample articles that mention the term, detailed guidance on how to actually achieve product-market fit is scarce. Through our course we will explore an actionable model that defines product-market fit using five key components.
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Course by
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Self Paced
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8 ساعات
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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.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Machine Learning: Predict Poisonous Mushrooms using a Random Forest Model and the FFTrees Package in R
In this 1-hour long project-based course, you will learn how to complete a training and test set using an R function, practice looking at data distribution using R and ggplot2, Apply a Random Forest model to the data usi…
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Managing Google Classroom
This is a self-paced lab that takes place in the Google Cloud console. With Google Workspace for Education, as the administrator, use the Admin Console to configure basic access to get teachers and students started with Classroom.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Explore Management Concepts through Metaphor and Music
How can exploring and analysing music and metaphors help us to better understand management, work organisations, working lives, and ultimately ourselves too? As you set out on your journey through this innovative course, the answers to these questions will be revealed. Through the lens of metaphor and music, you will be introduced to core managerial and organisational concepts and theories. You will explore issues related to, for example: organisational and work design; motivation and productivity; employee voice; careers; and management and leadership styles.
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Course by
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Self Paced
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18 ساعات
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الإنجليزية
The Power of Markets I: The Basics of Supply and Demand and Consumer Behavior
This opening module of the Power of Markets course covers the basic assumptions about market participants made by economists, the concept of opportunity cost, and the key determinants of supply and demand. We will then learn how to use the supply-demand framework to explain and predict market outcomes and to show how government policies affect those market outcomes. We will look at how quantity demanded and supplied respond to their key determinants in quantitative (elasticity) as well as qualitative terms.
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Course by
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Self Paced
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7 ساعات
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الإنجليزية
Introduction to Microsoft Dynamics 365
Learners who complete this course will receive 50% off of the MB-910 Microsoft Certification Exam. Being able to maximize your usage of a customer relationship management (CRM) tool like Microsoft Dynamics is a powerful way to strengthen relationships with customers and help keep yourself organized. But with tools that are so comprehensive, where do you begin? By the end of this course, you will be able to utilize the tools found within Microsoft Dynamics 365. You’ll build up your knowledge of the tools through a series of readings, videos, practice quizzes and graded assessments.
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Course by
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Self Paced
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11 ساعات
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الإنجليزية
History of Racial Inequity in Healthcare
The first course of the Addressing Racial Health Inequity in Healthcare specialization will first situate the role of public health in healthcare, and walk through important concepts and definitions that you will see throughout the course and subsequent courses. You will walk through the social and biological perspectives on the concepts of race and racism, and unpack the history of unequal treatment in the U.S. You will learn about the health insurance system in the U.S., differential access to care, and professional challenges to diversity in healthcare.
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Course by
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Self Paced
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13 ساعات
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الإنجليزية
Data Science Fundamentals for Data Analysts
In this course we're going to guide you through the fundamental building blocks of data science, one of the fastest-growing fields in the world!
With the help of our industry-leading data scientists, we’ve designed this course to build ready-to-apply data science skills in just 15 hours of learning. First, we’ll give you a quick introduction to data science - what it is and how it is used to solve real-world problems. For the rest of the course, we'll teach you the skills you need to apply foundational data science concepts and techniques to solve these real-world problems.
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Course by
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Self Paced
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19 ساعات
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الإنجليزية
China’s Economic Transformation Part 1: Economic Reform and Growth in China
In 1978, after nearly 30 years of socialist planning under Mao Zedong, China was one of the world’s poorest countries, saddled with an inefficient, inward-looking economy. Today, China is an upper-middle income country and the world’s largest trading nation, contributing more to global economic growth than any other nation. How could such a remarkable transformation take place? This course will examine in detail the reforms that have contributed to China’s economic development and the current challenges facing the Chinese economy.
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Course by
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Self Paced
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الإنجليزية
Introduction to Computer Vision
Introduction to Computer Vision guides learners through the essential algorithms and methods to help computers 'see' and interpret visual data. You will first learn the core concepts and techniques that have been traditionally used to analyze images. Then, you will learn modern deep learning methods, such as neural networks and specific models designed for image recognition, and how it can be used to perform more complex tasks like object detection and image segmentation.
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Course by
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Self Paced
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8 ساعات
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الإنجليزية
OWASP Top 10 - Risks 6-10
In this course, we will examine Vulnerable and Outdated Components, Identification and Authentication Failures, Software and Data Integrity Failures, Security Logging and Monitoring Failures, and Server-Side Request Forgery (SSRF). We’ll use demos, graphics and real-life examples to help you understand the details of each of these risks.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Optical Efficiency and Resolution
This course can also be taken for academic credit as ECEA 5601, part of CU Boulder’s Master of Science in Electrical Engineering degree. Optical instruments are how we see the world, from corrective eyewear to medical endoscopes to cell phone cameras to orbiting telescopes. This course will teach you how to design such optical systems with simple mathematical and graphical techniques. The first order optical system design covered in the previous course is useful for the initial design of an optical imaging system but does not predict the energy and resolution of the system.
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Course by
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Self Paced
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21 ساعات
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الإنجليزية
Essentials of Corporate Finance Capstone
The Capstone Project is the final part of the Essentials of Corporate Financial Analysis and Decision-Making MOOC Specialization. The Capstone is designed to allow students to bring together the skills acquired and knowledge gained over the preceding four courses of the Specialization by taking on the role of a financial analyst tasked with advising a wealthy private client on a significant strategic investment in a large listed firm operating across the globe. View the MOOC promotional video here: http://tinyurl.com/j9fqv25
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Course by
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Self Paced
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10 ساعات
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الإنجليزية
Surveillance Systems: The Building Blocks
Epidemiology is often described as the cornerstone science and public health and public health surveillance is a cornerstone of epidemiology. This course will help you build your technical awareness and skills for working with a variety of surveillance systems. Along the way, we'll focus on system objectives, data reporting, the core surveillance attributes, and performance assessment. This course is designed for public health practitioners and anyone who wants to learn more about the basics of public health surveillance.
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Course by
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Self Paced
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6 ساعات
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الإنجليزية
Cities and Consumption: Urban Sustainability and the Sharing Economy
How can we govern consumption and the sharing economy in our cities? This course explores cities, consumption and the sharing economy in Europe and around the world. We connect together the key themes of the sharing economy, cities, governance, consumption and urban sustainability. We explore how the sharing economy can contribute to increasing social, environmental and economic sustainability.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية