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Our Courses
Transformer Models and BERT Model - 日本語版
このコースでは、Transformer アーキテクチャと Bidirectional Encoder Representations from Transformers（BERT）モデルの概要について説明します。セルフアテンション機構をはじめとする Transformer アーキテクチャの主要コンポーネントと、それが BERT モデルの構築にどのように使用されているのかについて学習します。さらに、テキスト分類、質問応答、自然言語推論など、BERT を適用可能なその他のタスクについても学習します。このコースの推定所要時間は約 45 分です。
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Course by
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Self Paced
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English
Renewable Power and Electricity Systems
The energy revolution in underway. Renewable energy is growing at an astounding pace - notably in electricity. Wind turbines and solar photovoltaic (PV) systems account for most new power plants built worldwide, and are essential to building a low-carbon and sustainable energy future. As a result, there are countless new opportunities in renewable electricity. This course provides a solid grounding in the basics of renewable electricity. We'll start with how electricity is measured, how electricity systems operate, and how renewable technologies like wind turbines and solar PV work.
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Course by
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Self Paced
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13 hours
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English
Create C# App Inheritance, Composition, and Aggregation
By the end of this project you will create an application that uses the C# List data structure and the C# Linq to process a collection of Employees in a file. Linq, when used with the List data structure, allows the programmer to compare and perform computations on objects without the need to access attributes directly. It simplifies the process of iterating through a list and obtaining data from user-defined objects. 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.
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Course by
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Self Paced
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2 hours
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English
Predicting House Prices with Regression using TensorFlow
In this 2-hour long project-based course, you will learn the basics of using Keras with TensorFlow as its backend and you will learn to use it to solve a basic regression problem.
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Course by
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Self Paced
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2 hours
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English
Merge, Sort and Filter Data in Python Pandas
Visualizing data patterns often involves re-arrangement and elimination to determine patterns.
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Course by
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Self Paced
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3 hours
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English
Introduction to DevSecOps
Venture into the realm of DevSecOps with this immersive course. This course is designed to provide a comprehensive overview of this integration, shedding light on the significance of embedding security into every phase of the development process. In the first module, you will delve into understanding and implementing DevSecOps. You'll gain insights into the best practices for secure development, from the initial ideation phase right through to deployment, ensuring the delivery of secure software products. The second module covers the transformative role of automation in DevSecOps.
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Course by
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Self Paced
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21 hours
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English
ERPO: A Civil Approach to Gun Violence Prevention Teach-Out
Evidence shows that 1 life is saved for every 10-20 Extreme Risk Protection Orders (ERPOs) issued. ERPOs are legally issued civil orders that allow people on the front lines to ask a court to prevent a person at imminent risk of harm to themselves or others from purchasing or possessing firearms during a critical period of risk. As of October 2020, ERPO laws have been enacted by nineteen states and the District of Columbia and while some aspects differ by state, the general process for applying and issuing ERPOs are quite similar.
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Course by
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Self Paced
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5 hours
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English
Supporting Veteran Success in Higher Education
This course is designed to be a training that familiarizes any faculty or staff member at a college or university with military and veteran culture as well as veteran-specific considerations in the areas of admissions, finances, academic and student life, and health and well-being. Our hope is that the information provided here will deepen the understanding of student veterans, resulting in a more veteran inclusive campus.
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Course by
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Self Paced
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34 hours
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English
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 hour
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English
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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English
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 hours
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English
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.
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Course by
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Self Paced
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3 hours
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English
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.
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Course by
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Self Paced
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3 hours
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English
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.
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Course by
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Self Paced
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3 hours
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English
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.
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Course by
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Self Paced
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3 hours
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English
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 hours
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English
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 hours
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English
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 hours
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English
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 hours
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English
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 hours
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English
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.
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Course by
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Self Paced
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2 hours
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English
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 hours
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English
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 hours
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English
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 hours
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English
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 hours
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English