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Google Advanced Data Analytics Capstone

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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  • 10 hours
  • English
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Build a Business Architecture using AWS Organization

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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  • 3 hours
  • English
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Paleontology: Theropod Dinosaurs and the Origin of Birds

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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  • 9 hours
  • English
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AWS: CI/CD Pipelines and Deployment Strategies

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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  • 7 hours
  • English
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Forecast bikeshare demand using time series models in R

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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  • 3 hours
  • English
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Politics and Ethics of Data Analytics in the Public Sector

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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  • 14 hours
  • English
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Connect and Configure Data for your AppSheet App

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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  • 1 hour
  • English
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Design a User Experience Survey in SurveyMonkey

Design a User Experience Survey in SurveyMonkey

By the end of this project you will be able to design a User Experience survey that will collect data to uncover user needs, how products meet those needs, and mine insights that will aid in building and designing solutions.

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  • 2 hours
  • English
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Generate Reports with the Help of a Flow Inside Power Apps

Generate Reports with the Help of a Flow Inside Power Apps

Are you bored keeping track of expenses in your company and constantly creating the same old reports for another time period? Don't worry, with the help of Power Apps and Power Automate you can easily create an app and flow that will solve all your problems! In this beginner-level guided project "Generate Reports with the Help of a Flow Inside Power Apps", you will learn how to generate reports with Power Automate flow and integrate the flow inside the Power Apps application.

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  • 1 hour
  • English
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Introduction to C++ Programming: Build a Calculator

Introduction to C++ Programming: Build a Calculator

By the end of this project, you will be able to create a simple calculator as well as an advanced one, which will be achieved by learning the basic concepts of C++ such as variables, DataTypes, if conditions, and more programming concepts. By applying these concepts you can also create programs that users can interact with. These programming concepts can also be applied using other Programming Languages such as Java and Python, not just C++. Note: This course works best for learners who are based in the North America region.

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  • 3 hours
  • English
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Game-Theoretic Solution Concept with Spreadsheets

Game-Theoretic Solution Concept with Spreadsheets

In this 2-hour long project-based course, you will learn how to use 2 Game-theoretic decision rules: Maximin strategy, Minimax strategy, and the solution concept, Nash Equilibrium. You will be familiarized with key terminologies in Game Theory and learn the underlying computation mechanism of each method to solve problems. Also, you will be solving higher order payoff matrices using custom spreadsheet based solution template (one for each method) and learn to interpret the results. Note: This course works best for learners who are based in the North America region.

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  • 2 hours
  • English
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Understanding the Value of Human-Centered Design

Understanding the Value of Human-Centered Design

Human-centered design is an approach that focuses on human needs, goals, and experiences to frame problems, develop solutions, and coordinate resources. Through a series of videos, activities, and reflection, learners will develop an appreciation for the value and impact of human-centered design as well as begin to understand what investment is required to practice it well.

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  • 19 hours
  • English
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Azure: deploy a Web Server using the Container Registry

Azure: deploy a Web Server using the Container Registry

In this Guided Project, you will familiarize yourself with the Azure Container Registry, by creating a custom Container Registry to push and pull your own Docker images.

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  • 3 hours
  • English
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Deploy Microsoft SQL Server to Compute Engine

Deploy Microsoft SQL Server to Compute Engine

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to create a virtual machine with Microsoft SQL Server installed. You’ll also create a Windows user and password and learn how to connect to the Windows Server via remote desktop.

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  • 1 hour
  • English
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Dialogflow Logging and Monitoring in Operations Suite

Dialogflow Logging and Monitoring in Operations Suite

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to use Dialogflow tools to troubleshoot your Virtual Agent.

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  • English
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Physics 101 - Energy and Momentum

Physics 101 - Energy and Momentum

This second course serves as an introduction to the physics of mechanical energy and momentum. Upon completion, learners will understand how mathematical laws and conservation principles describe the motions and interactions of objects around us. Learners will gain experience in solving physics problems with tools such as graphical analysis, algebra, vector analysis, and calculus. This first course covers Energy, Translational Momentum, Collisions, Statics, and Elasticity.

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  • 23 hours
  • English
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Introduction to High-Performance and Parallel Computing

Introduction to High-Performance and Parallel Computing

This course introduces the fundamentals of high-performance and parallel computing. It is targeted to scientists, engineers, scholars, really everyone seeking to develop the software skills necessary for work in parallel software environments. These skills include big-data analysis, machine learning, parallel programming, and optimization. We will cover the basics of Linux environments and bash scripting all the way to high throughput computing and parallelizing code. We recommend you are familiar with either Fortran 90, C++, or Python to complete some of the programming assignments.

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  • 14 hours
  • English
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Art of the MOOC:  Experiments with Sound

Art of the MOOC: Experiments with Sound

Students of this course may try their hand at their own sound interventions and musical compositions, or simply focus on learning more about diverse musical traditions, sonic experimentation, and acoustic phenomena in everyday life. Designed by artist and Duke professor, Pedro Lasch, and UdK composer Mathias Hinke, this course is also co-taught by scholar and musician Jace Clayton (DJ Rupture) and curator Candice Hopkins (Documenta 14).

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  • 10 hours
  • English
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Business Opportunities and Risks in a Globalized Economy

Business Opportunities and Risks in a Globalized Economy

This is the last of the three courses part of the Globalization, Economic Growth and Stability Specialization.¨Business Opportunities and Risks in a Globalized World¨ is the the 3rd and final course of the ¨Globalization, Economic Growth and Stability¨ Specialization taught by IE Business School's Professor Gayle Allard. This course is designed to help an investor, businessperson or economist approach macroeconomic, institutional and international data and derive information from the indicators that point to the types of opportunities and risks that they present.

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  • 11 hours
  • English
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AI and the Illusion of Intelligence

AI and the Illusion of Intelligence

Will ArtificiaI Intelligence soon be surpassing humans? This is rapidly becoming one of the central questions of our time -- but it is the wrong question. In this course, we will provide a non-technical look at where AI has come from, and where it is going. We will see that there is no reason to expect that AI will be surpassing humans. Instead, what we are learning to create with AI is the illusion of intelligence. AI has actually been discussed for centuries, in fields like philosophy, linguistics and cognitive science.

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  • 10 hours
  • English
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Imagining Other Earths

Imagining Other Earths

Are we alone? This course introduces core concepts in astronomy, biology, and planetary science that enable the student to speculate scientifically about this profound question and invent their own solar systems. All the features of this course are available for free. It does not offer a certificate upon completion.

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  • 26 hours
  • English
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Queering Identities: LGBTQ+ Sexuality and Gender Identity

Queering Identities: LGBTQ+ Sexuality and Gender Identity

In this course, you will explore the history of LGBTQ identities, experiences, and activism. We’ll study major events in global LGBTQ history, investigate local histories of queer and transgender people and communities, and consider how LGBTQ histories have helped shape broader conversations about civil rights, equality, and justice.

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  • 20 hours
  • English
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Advanced Models for Decision Making

Advanced Models for Decision Making

Business analysts need to be able to prescribe optimal solution to problems. But analytics courses are often focused on training students in data analysis and visualization, not so much in helping them figure out how to take the available data and pair that with the right mathematical model to formulate a solution. This course is designed to connect data and models to real world decision-making scenarios in manufacturing, supply chain, finance, human resource management, etc.

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  • 14 hours
  • English
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Getting Started with Cloth System in Unity 2021

Getting Started with Cloth System in Unity 2021

Cloth-like movement adds a whole, new degree of realism to games and simulations.

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  • 2 hours
  • English
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Introduction to Shader Graphics with OpenGL

Introduction to Shader Graphics with OpenGL

In this 1-hour long project-based course, by the end of this project, you will be able to draw a triangle along with a shader system for it with modern OpenGL and C++, which is the fundamental unit of 3D rendering.

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  • 3 hours
  • English
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