Generative AI for Business Leaders
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How Google does Machine Learning
دوراتنا
idea 2 IMPACT: An Introduction to Translating Assistive Health Technologies and Other Products
idea 2 IMPACT (i2I) is an online, 6-week course that will guide you step by step through the experience of developing an innovative and entrepreneurial idea in the area of assistive technology (AT). Each week, you will focus on a stage of the translational process as you work in teams to identify a problem, analyze stakeholders, define a solution, describe its benefits, research the competition, articulate differentiators, and create an action plan.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
Data Analysis in Python: Using Pandas DataFrames
This Guided Project Data Analysis in Python: Using Pandas DataFrames is for those who are interested in using python for data science in practice. In this 90-minute Guided Project, learn how to import and visualize an IMDb data set in Pandas. You will learn how to import JSON data into a Pandas Dataframe and apply the data preparation process to ensure the data is ready for analysis. To achieve this, we will explore the famous IMDb Movies dataset. We will start with importing our JSON data into a Pandas data frame.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Information Visualization: Advanced Techniques
This course aims to introduce learners to advanced visualization techniques beyond the basic charts covered in Information Visualization: Fundamentals. These techniques are organized around data types to cover advance methods for: temporal and spatial data, networks and trees and textual data. In this module we also teach learners how to develop innovative techniques in D3.js.
Learning Goals
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Course by
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Self Paced
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16 ساعات
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الإنجليزية
Oracle Cloud Infrastructure Operations Professional
Welcome to the course Oracle Cloud Infrastructure Operations Professional. This course is intended for DevOps professionals and operations engineers aspiring to take the Oracle Cloud Infrastructure Cloud Operations Associate Certification. The course walks you through some of the day-to-day operational activities that you might find yourself managing in the Oracle Cloud Infrastructure ecosystem.
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Course by
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Self Paced
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17 ساعات
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الإنجليزية
Your World and What Shapes It
Thriving organizations strive for equity at all levels. Dynamic global DEI initiatives strengthen connectivity within individual teams and foster cross-cultural collaboration and mutual understanding while encouraging the inclusion of employees from all regions. Broader global relations aside, there also exist country-specific ethnic dynamics that make DEI a critical conversation. Global dynamics present a possible risk (and opportunity) for organizations.
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Course by
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Self Paced
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22 ساعات
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الإنجليزية
Optimizing Diversity on Teams
By drawing on social science perspectives, this course enables you to learn what diversity is, and how to use it to maximize team performance, innovation and creativity. You also learn how to draw out the collective wisdom of diverse teams, handle conflict and establish common ground rules through real-world cases and peer-to-peer discussions. In addition, you discover how to overcome common biases faced in diverse teams. Systems of power, reward and rhetoric are discussed to help you create prosperous teams where differences flourish.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
Scatter Plot for Data Scientists & Big Data Analysts-Visuals
This project gives you easy access to the invaluable learning techniques used by experts for visualization in statistics. We’ll learn about how to use wolfram language to draw curve in easiest way. We’ll also cover illustration and best practices shown by research to be most effective in helping you master plotting curves.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Coding for Designers, Managers, & Entrepreneurs III
Do you want to experience what it is to go from idea to code? If so, this is the place for you! This is the third course in the Coding for Designers, Managers, and Entrepreneurs Specialization. If you’re a hands-on collaborator with developers, this course is specifically designed for you. In this course, we’re going to focus on creating application logic (controllers) with Javascript, including interfaces to external API's and resources you can leverage to do a lot quickly.
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Course by
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Self Paced
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13 ساعات
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الإنجليزية
Fundamentals of Big Data
Welcome to Fundamentals of Big Data, the fourth course of the Key Technologies of Data Analytics specialization. By enrolling in this course, you are taking the next step in your career in data analytics. This course is the fourth of a series that aims to prepare you for a role working in data analytics. In this course, you will be introduced to many of the core concepts of big data. You will learn about the primary systems used in big data. We’ll go through phases of a common big data life cycle.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
Use Canva to Create Desktop and Mobile-friendly Web Pages.
By the end of this project, you will be able to create a ready to publish Desktop friendly and Mobile-friendly webpages with the help of the Canva graphic design tool. These simple webpages can be independently published with help of Canva URL or URL shorteners.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Civic Engagement in American Democracy
So how does the American political system work? Who are some of the key actors? What are key concepts for a student trying to understand what’s going on? How can I as a citizen influence politics? Civic Engagement in American Democracy takes on these and other key questions. We’re Dr. Nicholas Carnes and Dr. Bruce Jentleson, the principal course instructors. Along with our Duke faculty colleagues who also contributed modules, we’ve designed the course to provide a strong foundational introduction to US politics.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية
Employee Attrition Prediction Using Machine Learning
In this project-based course, we will build, train and test a machine learning model to predict employee attrition using features such as employee job satisfaction, distance from work, compensation and performance. We will explore two machine learning algorithms, namely: (1) logistic regression classifier model and (2) Extreme Gradient Boosted Trees (XG-Boost). This project could be effectively applied in any Human Resources department to predict which employees are more likely to quit based on their features.
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Course by
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3 ساعات
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الإنجليزية
Cloud Logging on Kubernetes Engine
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will deploy a sample application to Kubernetes Engine that forwards log events to Cloud Logging.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Quantum Optics 1 : Single Photons
This course gives you access to basic tools and concepts to understand research articles and books on modern quantum optics. You will learn about quantization of light, formalism to describe quantum states of light without any classical analogue, and observables allowing one to demonstrate typical quantum properties of these states. These tools will be applied to the emblematic case of a one-photon wave packet, which behaves both as a particle and a wave. Wave-particle duality is a great quantum mystery in the words of Richard Feynman.
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Course by
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Self Paced
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33 ساعات
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الإنجليزية
Monetary Policy in the Asia Pacific
Watch the introduction video to the course here: https://youtu.be/U7dQzqtIFVg The Asia-Pacific region contains some of world’s most dynamic economies. Economies around the globe rely on credible monetary policy implemented by central banking institutions. Monetary policy governs the liquidity available to the payment systems that underlie trade and finance. Smooth adjustment of liquidity can minimize instability in money and foreign exchange markets and keep inflation and growth on a secure footing.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
Working with Artifact Registry
This is a self-paced lab that takes place in the Google Cloud console. Artifact Registry is a single place to manage container images and language packages and is fully integrated with Google Cloud tooling and runtimes. This makes it simple to integrate it with your CI/CD tooling to set up automated pipelines.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Intermediate Grammar Project
If you have taken the three courses in this specialization, you have learned a lot of grammar in the last few months. This will be a big help to your studies or your career. This capstone project will help you process what you've learned and help you remember it forever. You will create a grammar scrapbook of the difficult or interesting English grammatical structures that you studied in the specialization. You will choose a multi-media tool of your choice, such as video or e-book, to showcase proper use of the grammar.
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Course by
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Self Paced
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25 ساعات
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الإنجليزية
Introduction to Databases for Back-End Development
Back-end developers write applications that end-users use to interact with databases. Some common tasks that end-users carry out using these applications include storing, searching, extracting and manipulating data. Therefore, it’s essential that all back-end developers possess strong knowledge and experience with how databases work. In this course, you’ll receive an introduction to databases and explore the different ways in which they can be used to store and manage data. You’ll also learn to distinguish between different types of database management systems.
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Course by
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Self Paced
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27 ساعات
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الإنجليزية
An Introduction to the U.S. Food System: Perspectives from Public Health
A food system encompasses the activities, people and resources involved in getting food from field to plate. Along the way, it intersects with aspects of public health, equity and the environment. In this course, we will provide a brief introduction to the U.S. food system and how food production practices and what we choose to eat impacts the world in which we live. We will discuss some key historical and political factors that have helped shape the current food system and consider alternative approaches from farm to fork.
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Course by
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Self Paced
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24 ساعات
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الإنجليزية
Information Theory
The lectures of this course are based on the first 11 chapters of Prof. Raymond Yeung’s textbook entitled Information Theory and Network Coding (Springer 2008).
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Course by
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Self Paced
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33 ساعات
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الإنجليزية
2021 Cancer Prevention Web-Based Activity (CE eligible)
This web-based video course focuses on the importance of prevention and risk reduction in decreasing cancer occurrences. All learners will need to watch the video modules, read associated articles, and achieve a passing …
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Course by
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Self Paced
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الإنجليزية
Portfolio Diversification using Correlation Matrix
By the end of the project, you will be able to apply correlation matrix in portfolio diversification. ATTENTION: To take this course, it is required that you are familiar basic financial risk management concepts. You can gain them by taking the guided project Compare Stock Returns with Google Sheets. Note: This course 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
Python Programming Fundamentals
This introductory course is designed for beginners and individuals with limited programming experience who want to embark on their software development or data science journey using Python. Throughout the course, learners will gain a solid understanding of algorithmic thinking, Python syntax, code testing, debugging techniques, and modular code development--essential skills for a successful career in software engineering, development, or data science.
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Course by
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Self Paced
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24 ساعات
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الإنجليزية
Cybersecurity Management and Compliance
In this course, you’ll learn about data and record management, Information security, standards and policy formation, and implementation. You’ll also explore cloud adoption frameworks and regulatory compliance frameworks.
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Course by
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Self Paced
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20 ساعات
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الإنجليزية
Classification Trees in Python, From Start To Finish
In this 1-hour long project-based course, you will learn how to build Classification Trees in Python, using a real world dataset that has missing data and categorical data that must be transformed with One-Hot Encoding. We then use Cost Complexity Pruning and Cross Validation to build a tree that is not overfit to the Training Dataset. 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.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية