Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
دوراتنا
Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if Tool
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you use the What-if Tool to identify potential biases in a model trained on mortgage loan applications.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Machine Learning in the Enterprise - Português Brasileiro
Este curso tem uma abordagem realista para o fluxo de trabalho de ML usando um estudo de caso em que uma equipe tem vários casos de uso e exigências comerciais em ML. Essa equipe precisa conhecer as ferramentas necessárias para a governança e o gerenciamento de dados e decidir a melhor abordagem para o processamento deles. A equipe terá três opções para criar modelos de ML em dois casos de uso. Neste curso, explicamos quando usar o AutoML, o BigQuery ML ou o treinamento personalizado para alcançar os objetivos.
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Course by
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Self Paced
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الإنجليزية
Engineering Systems in Motion: Dynamics of Particles and Bodies in 2D Motion
This course is an introduction to the study of bodies in motion as applied to engineering systems and structures. We will study the dynamics of particle motion and bodies in rigid planar (2D) motion. This will consist of both the kinematics and kinetics of motion. Kinematics deals with the geometrical aspects of motion describing position, velocity, and acceleration, all as a function of time.
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Course by
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Self Paced
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23 ساعات
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الإنجليزية
Compare Inline, Internal, and External CSS
In this intermediate-level course you will explore and compare three methods of applying CSS (Cascading Stylesheets) styles to HTML to visually enhance a website. While HTML provides web page content, it is CSS that can turn simple text and images into a stunning website. As you compare and practice with inline styles, internal stylesheets, and external stylesheets you will gain a better understanding of how and when to use each method, and why the word “cascading” is used to describe them.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Intro to Time Series Analysis in R
In this 2 hour long project-based course, you will learn the basics of time series analysis in R. By the end of this project, you will understand the essential theory for time series analysis and have built each of the major model types (Autoregressive, Moving Average, ARMA, ARIMA, and decomposition) on a real world data set to forecast the future. We will go over the essential packages and functions in R as well to make time series analysis easy.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Create a Record of Students using Arrays in Java
This project provides a step-by-step approach in instruction and will equip you with fundamental concepts of creating arrays and array lists in Java programming, from the ground up. Using jGRASP development environment, you will create a Java project that records and processes students’ data. The data includes name, mode of study, and marks. Using this data, you will output the student details, compute the total marks per student, determine the average mark, and the highest mark for the class. You will also be introduced to basic concepts in using array lists.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Project: Creating Your First C++ Application
In this 1-hour long project-based course, you will learn how to implement the basics of C++ and OOP program design, discover pointers and memory management in C++, and find optimal situations for using C++ in the real world. By the end of the project, you will create an application that can process basic calculator functions from the user, and stores the previous results. With this project we will create a basic first application in C++, and highlight the differences between C++ and other popular programming languages.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Splunk Search Expert 102
Take the next step in your knowledge of Splunk. In this course, you will learn how to use time differently based on scenarios, learn commands to help process, manipulate and correlate data.
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Course by
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Self Paced
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6 ساعات
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الإنجليزية
Investment Banking: Financial Analysis and Valuation
This course will provide students the key building blocks required for a career in investment banking, valuation, and other corporate-finance focused fields. It is designed to provide a practical application of financial statement analysis and valuation techniques commonly performed by industry professionals. The course has two major parts.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية
The Epistemic Quest for Truth: Introduction to epistemology
The introduction of the internet and of social media has drastically changed our information position. We live in a time of ‘truth decay’: the distinction between opinions and facts is blurred, opinions have more impact than facts, and sources of factual information are increasingly distrusted. Since philosophers love truth, they deplore these tendencies.
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Course by
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Self Paced
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7 ساعات
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الإنجليزية
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