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Our Courses
Transformer Models and BERT Model - Español
En este curso, se presentan la arquitectura de transformadores y el modelo de Bidirectional Encoder Representations from Transformers (BERT). Aprenderás sobre los componentes principales de la arquitectura de transformadores, como el mecanismo de autoatención, y cómo se usa para crear el modelo BERT. También aprenderás sobre las diferentes tareas para las que puede usarse BERT, como la clasificación de texto, la respuesta de preguntas y la inferencia de lenguaje natural. Tardarás aproximadamente 45 minutos en completar este curso.
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Course by
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Self Paced
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English
Azure: Network Security
Azure: Network Security Course is the Second course of the Exam Prep AZ-500: Microsoft Azure Security Engineer Associate Specialization. This course is designed to describe the concepts of Azure Network Security related to multiple Azure services. This course includes an overview of concepts like planning and implementation of security for virtual networks, private access to Azure resources, and public access to Azure resources. This course is basically divided into two modules, Lessons and Video Lectures further segment each module.
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Course by
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Self Paced
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7 hours
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English
Inclusive Leadership: The Power of Workplace Diversity
Do you want to promote diversity and inclusion? This course will empower and equip you to develop inclusive cultures where everyone feels valued and respected. You will learn how highly inclusive leaders from around the world use processes of social influence to interact effectively with individuals from a wide variety of backgrounds. You will deepen your understanding of the benefits of diversity. And, you will explore a wealth of perspectives and practices to help you to reap those benefits.
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Course by
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Self Paced
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21 hours
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English
Two Major Models of running containers in AWS
Welcome to this Project about “Two Major Models of running Containers in AWS”. This Project will be focusing on one of the many types of computing in AWS, called “Container Computing”. To understand the benefits of AWS Products and services, which relates to Containers, you need to understand what ‘Containers’ are and what benefits ‘Container Computing’ Provides. In this Project, you are going to get a chance to make a ‘Container’.
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Course by
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Self Paced
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4 hours
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English
Software Architecture for the Internet of Things
Dive into the world of IoT system architecture with a course that doesn't just teach you the "how," but also the "why." Learn the art and science of building robust, scalable, and interoperable IoT systems. This five-week course takes you on a comprehensive journey from understanding the imperative of well-planned architecture to mastering the nuances of quality attributes and scenarios. Why should you care? Because the business impact of your technical decisions can make or break your IoT project.
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Course by
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Self Paced
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27 hours
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English
Supervised Machine Learning: Regression and Classification
In the first course of the Machine Learning Specialization, you will: • Build machine learning models in Python using popular machine learning libraries NumPy and scikit-learn. • Build and train supervised machine learning models for prediction and binary classification tasks, including linear regression and logistic regression The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online.
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Course by
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Self Paced
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33 hours
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English
Combine Multiple Pieces of Data in SQL
In this project, you will use MySQL Workbench to write SQL queries that concatenate or combine multiple data values.
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Course by
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Self Paced
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3 hours
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English
Construct Stock Market Indices
In this 1-hour long project-based course, you will learn how to use Google Finance to import stock price data, identify the free float of the stock, use free-floated weighting to construct an index. 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. This course's content is not intended to be investment advice and does not constitute an offer to perform any operations in the regulated or unregulated financial market.
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Course by
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Self Paced
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2 hours
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English
Palo Alto Networks Security Operations Fundamentals
In this Security Operations Fundamentals course you will gain an understanding of Security Pperations (SecOps) and the role it plays in protecting our digital way of life, for businesses and customers. You will focus on continuous improvement processes to collect high-fidelity intelligence, contextual data, and automated prevention workflows that quickly identify and respond to fast-evolving threats. The course also demonstrates how to leverage automation to reduce strain on analysts and execute the Security Operation Center’s (SOC) mission to identify, investigate, and mitigate threats.
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Course by
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Self Paced
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10 hours
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English
Exploratory Data Analysis for the Public Sector with ggplot
Learn about the core pillars of the public sector and the core functions of public administration through statistical Exploratory Data Analysis (EDA). Learn analytical and technical skills using the R programming language to explore, visualize, and present data, with a focus on equity and the administrative functions of planning and reporting. Technical skills in this course will focus on the ggplot2 library of the tidyverse, and include developing bar, line, and scatter charts, generating trend lines, and understanding histograms, kernel density estimations, violin plots, and ridgeplots.
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Course by
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Self Paced
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18 hours
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English
Discover types of Facebook Ads and the best for you
In this hands on project, we will take a look at the different types of Facebook ads you can run as a person or as a business and how to select the one that best fits your business goals.
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Course by
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Self Paced
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3 hours
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English
Create Model-driven Power App for Rental Company
For new employees in a company that works with customers, for example a rental company, there’s often a lot of confusion in the beginning regarding the business process when attending to the customers. There are usually many mistakes involved and steps skipped, which can lead to even more confusion and unsatisfied customers. That’s why we will create a Power Apps Model-driven application which will make the rental process strictly defined and everyone will have to do identical steps to finish the process.
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Course by
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Self Paced
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3 hours
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English
Epidemiology: The Basic Science of Public Health
Often called “the cornerstone” of public health, epidemiology is the study of the distribution and determinants of diseases, health conditions, or events among populations and the application of that study to control health problems. By applying the concepts learned in this course to current public health problems and issues, students will understand the practice of epidemiology as it relates to real life and makes for a better appreciation of public health programs and policies.
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Course by
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Self Paced
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7 hours
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English
Hosting a Web App on Google Cloud Using Compute Engine (AWS)
This is a self-paced lab that takes place in the Google Cloud console.In this lab you’ll deploy and scale a Web App on Google Compute Engine.
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Course by
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Self Paced
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1 hour
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English
Create a Business Model Canvas with Mural
This project allows you to create a Business Model Canvas with the Mural platform, an online tool for creating professional graphic visuals and working remotely.
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Course by
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Self Paced
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3 hours
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English
Identify UX Pain Points with Empathy Maps in Miro
By the end of this project, you will be able to create empathy maps to gain a holistic view of the User Experience (UX) to help retain customers, mitigate risk, and identify business opportunities.
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Course by
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Self Paced
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2 hours
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English
Build an App in Android Studio using Static Files
In this project you will build an Android app with text files, images, strings, and a string array that are saved as resources in the project (can be accessed by reference throughout the app).
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Course by
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Self Paced
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3 hours
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English
From Brand to Image: Creating High Impact Campaigns That Tell Brand Stories
There are many different ways to approach clients to assess their needs and develop creative campaigns which fulfill your creative desires. Many agencies have established methodology, terminology and processes, and oftentimes, have spent decades or even years developing these processes. However, whether you are a freelancer, designer, illustrator, photographer or marketing director, or perhaps a small business owner, you will be looking to develop a simple process to create campaigns for yourself or your client.
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Course by
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Self Paced
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9 hours
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English
Art & Ideas: Teaching with Themes
Develop connections between your curriculum, students’ experiences, and accessible themes in art. Themes include Places and Spaces, Art and Identity, Transforming Everyday Objects, and Art and Society.
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Course by
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Self Paced
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15 hours
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English
Transportation, Sustainable Buildings, Green Construction
This course will include the evaluation of best practices in parking strategies for sustainable cities. Some of the examples include downtown parking policy, understanding the high cost of free parking, the development of parking sheds, managing neighborhood parking, hiding parking lots and other parking strategies and practices. There will also be a case study of the Victoria Canada parking management approach that investigates problems with current work on parking planning and discusses the cost of parking facilities and potential savings from improved management.
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Course by
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Self Paced
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6 hours
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English
Foundations of mining non-structured medical data
Rare course alert! This course is very specific and very will give you the edge you need in your career! Learn all about the foundations of Big Data and the data that is being generated in the health domain and how the use of technology would help to integrate and exploit all those data to extract meaningful information that can be later used in different sectors of the health domain from physicians to management, from patients to caregivers, etc.
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Course by
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Self Paced
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7 hours
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English
App Dev: Deploying the Application into Kubernetes Engine - Python
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will deploy the quiz application into Kubernetes Engine, leveraging Google Cloud Platform resources including Container Builder and Container Registry, and Kubernetes resources including Deployments, Pods, and Services.
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Course by
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Self Paced
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1 hour
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English
Stages of Incident Response
The Cyber Incident Response course will give students an understanding of how incidents are responded to at a high level, as well as allow them to build important technical skills through the hands-on labs and projects. This course starts with a high-level discussion of what happens at each phase of responding to an incident, followed by a technical deep dive into some of the more exciting parts of memory, network, and host analysis and forensics. This course is for anyone wishing to apply learned forensics and offensive knowledge such as ethical hacking to the incident response process.
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Course by
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Self Paced
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5 hours
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English
Questions, Present Progressive and Future Tenses
In this course, “Questions, Present Progressive and Future Tenses,” you will learn about question words in English and how to form questions in the simple present. Then you will learn how to form the present progressive to express ideas about things that are happening right now. You will look at the differences between the simple present and present progressive. Finally, you will learn how to use “to be going to” and the present progressive to talk about the future and how to use “can” to talk about ability.
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Course by
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Self Paced
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9 hours
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English
Scikit-Learn to Solve Regression Machine Learning Problems
Hello everyone and welcome to this new hands-on project on Scikit-Learn for solving machine learning regression problems. In this project, we will learn how to build and train regression models using Scikit-Learn library. Scikit-learn is a free machine learning library developed for python. Scikit-learn offers several algorithms for classification, regression, and clustering. Several famous machine learning models are included such as support vector machines, random forests, gradient boosting, and k-means. This project is practical and directly applicable to many industries.
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Course by
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Self Paced
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3 hours
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English