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Artificial Intelligence Data Fairness and Bias

Artificial Intelligence Data Fairness and Bias

In this course, we will explore fundamental issues of fairness and bias in machine learning. As predictive models begin making important decisions, from college admission to loan decisions, it becomes paramount to keep models from making unfair predictions. From human bias to dataset awareness, we will explore many aspects of building more ethical models.

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  • 7 ساعات
  • الإنجليزية
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React Native

React Native

هو إطار عمل مفتوح المصدر لبناء تطبيقات تعمل في منصات مختلفة باستخدام React والقدرات الأصلية للمنصة. في هذه الدورة التدريبية، ستنتقل من أساسيات React إلى تطبيق المفاهيم الأكثر تقدمًا باستخدام React Native. ستقوم بمراجعة مجموعة واسعة من مكونات React المختلفة وطرق تصميمها.

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  • 38 ساعات
  • الإنجليزية
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Introduction to C++ Programming and Unreal

Introduction to C++ Programming and Unreal

This course is all about starting to learn how to develop video games using the C++ programming language and the Unreal Engine on Windows or Mac. This course assumes you have previous programming experience in some other language. Although we'll start at the very beginning for C++, hardly anybody learns (or teaches) C++ as a first language. Similarly, Unreal Engine is a commercial, industrial strength game engine. With great power comes great ...

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  • 20 ساعات
  • الإنجليزية
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RF and millimeter-Wave Circuit Design

RF and millimeter-Wave Circuit Design

This unique Master-level course offered by the Center for Wireless Technology Eindhoven (CWT/e) of the Eindhoven University of Technology, The Netherlands, provides students with in-depth knowledge and hands-on experience on RF and mmWave circuit design. The course covers the topics on how to derive the RF wireless systems specifications, and how to design the main building blocks of a transceiver, i.e., low noise amplifier, power amplifier, RF mixers, oscillators, and PLL frequency synthesizers.

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  • 30 ساعات
  • الإنجليزية
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Create a Simple Gantt Chart using Google Sheets

Create a Simple Gantt Chart using Google Sheets

By the end of this project, you will be able to create a simple Gantt Chart using Google Sheets. You will have a better understanding of how to use this tool to help track and present project schedules. 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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  • 2 ساعات
  • الإنجليزية
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Multi-Echelon Inventory Simulation Using R Simmer

Multi-Echelon Inventory Simulation Using R Simmer

Welcome to "Multi Echelon Inventory Simulation Using R Simmer". This is a project-based course which should take about 2 hours to finish. Before diving into the project, please take a look at the course objectives and structure. By the end of this project, you will gain introductiory knowledge of Discrete Event Simulation, Multi Echelon Inventory Systems, be able to use R Studio and Simmer library, create statistical variables required for simulation, define process trajectory, define and assign resources, define arrivals (eg.

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  • 2 ساعات
  • الإنجليزية
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Statistical Forecasting Techniques in Google Sheets

Statistical Forecasting Techniques in Google Sheets

We consume forecasted data regularly in our personal and business lives, covering everything from the weather to projected investment returns. At work we use forecasted data for a multitude of purposes including developing strategies, budgets, and to provide the right amount of resources to meet demand. In this course, you will get your feet wet with statistical forecasting by designing, creating, and interpreting a growth forecast. You will do this as we work side-by-side in the free-to-use software Google Sheets.

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  • 3 ساعات
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Infrastructure Automation with Terraform

Infrastructure Automation with Terraform

Terraform is one of the most recognized infrastructure automation tools that help in addressing various real-life challenges. Infrastructure automation is a reliable instrument for improving productivity, efficiency, and reduction of operational downtime for enterprises. As a result, you can gain better career opportunities with skills in infrastructure automation with Terraform. This training course helps you develop your skills and knowledge in Terraform. You can learn the skills for developing cloud infrastructure in an effective and reliable manner.

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  • 17 ساعات
  • الإنجليزية
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Burp Suite for Beginners: Intro to Penetration Testing

Burp Suite for Beginners: Intro to Penetration Testing

This Guided Project Burp suite for beginners: Intro to Penetration Testing, is for people who wish to start their career in penetration or security testing. In this two-hour-long project-based course, you will learn techniques to attack web applications and services using the Burp suite. The learning objectives are as follows -
1. Learn how to intercept HTTP traffic using Burp Proxy
2. Learn how to modify requests in the Burp proxy
3. Learn how to reissue requests with Burp Repeater

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  • 2 ساعات
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Exploring Beethoven's Piano Sonatas Part 4

Exploring Beethoven's Piano Sonatas Part 4

Please join us for Part 4 of Exploring Beethoven's Piano Sonatas course, taught by Curtis faculty member and extraordinary concert artist, Jonathan Biss. This course is new and contains separate sets of lectures and sonatas that we not previously discussed. Specifically, in Part 4, we will cover Beethoven's Piano Sonatas Op. 2, No. 2, Op. 10, No. 3, Op. 28 and Op. 110. As with the other three Beethoven courses, it is not necessary to have taken the previous Exploring Beethoven's Piano Sonatas courses.

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  • 5 ساعات
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Utilize Survey Monkey as an Evaluation Tool

Utilize Survey Monkey as an Evaluation Tool

Surveys and evaluations can be used to reflect on your training or customer experiences. The data you collect can help to adjust your training and you can find out directly from your employees if they are satisfied. Customers can let you know what they are thinking and what they actually want.

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  • 2 ساعات
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Python for Data Visualization:Matplotlib & Seaborn(Enhanced)

Python for Data Visualization:Matplotlib & Seaborn(Enhanced)

In this hands-on project, we will understand the fundamentals of data visualization with Python and leverage the power of two important python libraries known as Matplotlib and seaborn. We will learn how to generate line plots, scatterplots, histograms, distribution plot, 3D plots, pie charts, pair plots, countplots and many more! 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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  • 3 ساعات
  • الإنجليزية
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Conflict Management Project

Conflict Management Project

The capstone project is designed to give you the opportunity to apply what you've learned in Types of Conflict, Conflict Resolution, and Intercultural Communication and Conflict Resolution. In this course you will prepare a conflict management portfolio illustrating the nature of a specific conflict, the different roles of participants in the conflict and the significance of those roles, the perceived incompatible goals, power imbalances, and communication skills needed for the effective management of the conflict. Upon completing this course, you will be able to: 1.

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  • 5 ساعات
  • الإنجليزية
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Build an Income Statement Dashboard in Power BI

Build an Income Statement Dashboard in Power BI

In this 1.5 hours long project, we will be creating an income statement dashboard filled with relevant charts and data. Power BI dashboards are an amazing way to visualize data and make them interactive. We will begin this guided project by importing the data and transforming it in the Power Query editor. We will then visualize the Income Statement using a table, visualize total revenue, operating income and net income using cards and in the final task visualize the year on year growth using clustered column charts.

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  • 2 ساعات
  • الإنجليزية
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Retrieve Data with Multiple-Table SQL Queries

Retrieve Data with Multiple-Table SQL Queries

In this course you will be introduced to two methods of writing SQL queries that retrieve data from two or more tables. Since one of the functions of a database is to store data in an organized format, many databases are made up of multiple tables. Often, the data output required from the database is made up of data from more than one table. For example, the data that populates a student transcript might come from the Student, Course, and Section tables.

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  • 2 ساعات
  • الإنجليزية
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Security and Privacy for Big Data - Part 1

Security and Privacy for Big Data - Part 1

Welcome to our comprehensive course focused on security within Big Data environments. This course aims to provide you with a deep understanding of cryptographic principles and equip you with the tools necessary to manage access controls effectively within any Big Data system.

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  • 1 ساعات
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How to Create a Facebook Business Manager Account

How to Create a Facebook Business Manager Account

By the end of this project, learners will have an understanding about all the features in Facebook Business Manager. Also, using a hands-on approach, learners will create a Facebook Business Manager account. Facebook Manager is a central hub for managing numerous aspects of a business with a Facebook presence. According to Facebook, “Business Manager allows advertisers to manage their marketing efforts in one place and share access to assets across their team, partner agencies and vendors.” Note: This course works best for learners who are based in the North America region.

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  • 1 ساعات
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AI and Disaster Management

AI and Disaster Management

In this course, you will be introduced to the four phases of the disaster management cycle; mitigation, preparation, response, and recovery. You’ll work through two case studies in this course. In the first, you will use computer vision to analyze satellite imagery from Hurricane Harvey in 2017 to identify damage in affected areas. In the second, you will use natural language processing techniques to explore trends in aid requests in the aftermath of the 2010 earthquake in Haiti.

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  • 12 ساعات
  • الإنجليزية
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Launching Your Freelancing Business

Launching Your Freelancing Business

The third course in the Building Your Freelancing Career specialization will help learners get their business plan ready to be public-facing and start finding work. The course will cover topics such as how to set boundaries with projects, how to build a public-facing portfolio and materials, and how to present one's work. CalArtians who do not see a "Sponsored by CalArts" notice when enrolling are encouraged to access this course and the specialization by joining through the Coursera for CalArts program linked in the course/specialization FAQ.

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  • 8 ساعات
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Practical Decision-Making Using No-code ML on AWS

Practical Decision-Making Using No-code ML on AWS

In this course, you will discover how to solve business problems with machine learning, no coding required. You will explore Amazon SageMaker Canvas, a visual point-and-click interface that allows you to generate accurate ML predictions without requiring any machine learning experience or having to write a single line of code. At the end of the course, you will walk away understanding how to make better business decisions using no-code machine learning.

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  • 5 ساعات
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Creating Toolpaths for a CNC Lathe

Creating Toolpaths for a CNC Lathe

CNC machines come in an almost endless array of configurations for various applications. So far, we have only talked about CNC Mills. More specifically vertical milling centers. In this course we turn our attention to the CNC Lathe. We identify the difference in a lathe’s coordinate system, tools, and how to create lathe specific toolpaths.

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  • 18 ساعات
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Basic Principles of Cell Signaling

Basic Principles of Cell Signaling

The coordination of life in multicellular organisms is precisely controlled by cells via various internal and external signals. Cells depend on different types of signals to regulate their growth, division, metabolism as well as death. Signals are growth factors or hormones produced and secreted by other cells. Some signals such as nutrients are in the form of molecules from the environment. Signaling molecules are sensed by direct binding to specific receptor molecules.

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  • 9 ساعات
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Data Publishing on BigQuery using Authorized Views for Data Sharing Partners

Data Publishing on BigQuery using Authorized Views for Data Sharing Partners

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how Authorized Views in BigQuery can be used to share customer specific data from a Data Sharing Partner.

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  • 1 ساعات
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Data Encryption using AWS KMS From UST

Data Encryption using AWS KMS From UST

Welcome to this Guided Project on Data Encryption using AWS KMS, From UST.
For more than 20 years, UST has worked side by side with the world’s best companies to make a real impact through transformation. Powered by technology, inspired by people and led by their purpose, they partner with clients from design to operation.
With this Guided Project from UST, you can quickly build in-demand job skills and expand your career opportunities in the Securities field by learning how to use AWS KMS for Cryptographic Operations.

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  • 3 ساعات
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Requirements Writing

Requirements Writing

Welcome to "Requirements Writing". As the title indicates, over the next four weeks, we will be looking at the important task of writing of text-based requirement statements. The course takes you step by step through the rules for writing requirements statements in accordance with the "Guide for Writing Requirements" published by the International Council on Systems Engineering (INCOSE). This course welcomes anyone who wants to find out how to write requirements.

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  • 4 ساعات
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