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Microsoft Azure Machine Learning for Data Scientists

Microsoft Azure Machine Learning for Data Scientists

Machine learning is at the core of artificial intelligence, and many modern applications and services depend on predictive machine learning models. Training a machine learning model is an iterative process that requires time and compute resources. Automated machine learning can help make it easier.

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  • 11 ساعات
  • الإنجليزية
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Decision Tree Classifier for Beginners in R

Decision Tree Classifier for Beginners in R

Welcome to this project-based course Decision Tree Classifier for Beginners in R. This is a hands-on project that introduces beginners to the world of statistical modeling. In this project, you will learn how to build decision tree models using the tree and rpart libraries in R. We will start this hands-on project by importing the Sonar data into R and exploring the dataset. By the end of this 2-hour long project, you will understand the basic intuition behind the decision tree algorithm and how it works.

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  • 3 ساعات
  • الإنجليزية
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Build a Machine Learning Web App with Streamlit and Python

Build a Machine Learning Web App with Streamlit and Python

Welcome to this hands-on project on building your first machine learning web app with the Streamlit library in Python. By the end of this project, you are going to be comfortable with using Python and Streamlit to build beautiful and interactive ML web apps with zero web development experience! We are going to load, explore, visualize and interact with data, and generate dashboards in less than 100 lines of Python code!

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  • 3 ساعات
  • الإنجليزية
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Process Student Details using Inheritance in Java

Process Student Details using Inheritance in Java

This project provides a step-by-step approach in instruction and will equip you with fundamental concepts of using inheritance in Java Programming, from the ground up. Using jGRASP development environment, you will create a Java project that processes students’ details using inheritance. These details are college name, student’s designation, student ID, subjects taken, learning platform, cost per subject, and a discount rate; You will create three types of students: online student, part-time student, and a special online student, and process and display their data.

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  • 4 ساعات
  • الإنجليزية
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Building Test Automation Framework using Selenium and TestNG

Building Test Automation Framework using Selenium and TestNG

Selenium is one of the most widely used functional UI automation testing tools and TestNG is a brilliant testing framework. Test automation frameworks are a set of guidelines or rules for writing test cases. They can reduce maintenance costs and testing efforts and will provide a higher return on investment (ROI) for teams looking to optimize their processes. Testing guidelines include coding standards, test-data management, defining object repositories, reporting guidelines, and logging strategies. Through hands-on, practical experience, you will go through concepts writing reusable and s

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  • 3 ساعات
  • الإنجليزية
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Sharpened Visions: A Poetry Workshop

Sharpened Visions: A Poetry Workshop

Why just write poems when you can write better ones? This course is built on the notion that the most exciting writing begins after the first draft. It is specifically for folks who believe that writing poems just to express oneself is like using the Internet just for email.

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  • 9 ساعات
  • الإنجليزية
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Learn React

Learn React

This is the ideal starting point for anyone eager to learn modern React basics in the most interactive, hands-on way possible. Throughout this course, you'll tackle over 170 interactive coding challenges and build six exciting projects. If you're tired of React courses that leave you staring blankly at an empty editor screen, you're in the right place!

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  • 15 ساعات
  • الإنجليزية
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Machine Learning Pipelines with Azure ML Studio

Machine Learning Pipelines with Azure ML Studio

In this project-based course, you are going to build an end-to-end machine learning pipeline in Azure ML Studio, all without writing a single line of code! This course uses the Adult Income Census data set to train a model to predict an individual's income. It predicts whether an individual's annual income is greater than or less than $50,000. The estimator used in this project is a Two-Class Boosted Decision Tree classifier. Some of the features used to train the model are age, education, occupation, etc.

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  • 3 ساعات
  • الإنجليزية
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Create UI in Unity Part 1 - Screen Overlay Canvas

Create UI in Unity Part 1 - Screen Overlay Canvas

In this 90-minute, project-based course, you will be introduced to Unity's User Interface (UI) Toolkit for building a Heads Up Display (HUD) for your game. This project covers creating and setting up each UI component and writing simple scripts that will update the UI for player-feedback.
The guided project will introduce you to the following Unity UI concepts:
- Canvas
- Rect Transform
- Text
- Image
- Animation
- Coding techniques including the Time Class, String Formatting, Inheritance and Polymorphism

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  • 3 ساعات
  • الإنجليزية
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Modern & Contemporary American Poetry (“ModPo”)

Modern & Contemporary American Poetry (“ModPo”)

ModPo is a FREE (no fee, no charge) fast-paced introduction to modern and contemporary U.S. poetry, with an emphasis on experimental verse, from Emily Dickinson and Walt Whitman to the present. Participants (who need no prior experience with poetry) will learn how to read poems that are supposedly "difficult." We encounter and discuss the poems one at a time. It's much easier than it seems! Join us and try it! ModPo is open all year, so you can enroll now, or any time, and join us.

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Beginning GUI programming with JavaFX

Beginning GUI programming with JavaFX

By the end of this project, you will learn to draw and customize simple shapes in JavaFX. You will also learn about how colors are managed in JavaFX. Finally, you will learn to create a prototype before you start writing code for your drawing by using Figma.

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  • 3 ساعات
  • الإنجليزية
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Launch Your Online Business

Launch Your Online Business

Learners who complete the course will: - gain an understanding of different business models - learn strategies for naming their business - create customer personas - create their brand identity - create their Unique Value Proposition and learn how to make their business stand out from their competitors - know every step needed to build their website including best practices - production do's and don'ts for copywriting, photography and video - have a pre-launch checklist and website maintenance - gain foundational knowledge of marketing and pr - create a Pitch Deck about their business that the

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  • 16 ساعات
  • الإنجليزية
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Qualitative Data Collection Methods

Qualitative Data Collection Methods

This course presents a detailed overview of qualitative methods of data collection, including observation, interviews, and focus group discussions. We will start with an in-depth overview of each method, explore how to plan for data collection, including developing data collection guides, and discuss techniques for managing data collection. For observation, we’ll focus on approaches with low levels of interaction with people and the environment (e.g. non-participant observation). We’ll talk about note-taking strategies, the use of observation guides, and approaches to writing up fieldnotes.

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  • 14 ساعات
  • الإنجليزية
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Teaching Popular Music in the Classroom

Teaching Popular Music in the Classroom

Teaching Popular Music in the Classroom explores approaches to teaching popular music from culturally rich communities in the United States. Students in the course will learn teaching methods that engage youth with the basics of improvisation, technology, songwriting, arranging film score, and writing to the strengths of small bands. The course models how to integrate principles of authentic cultural relevance and positive youth development with contemporary music instruction, while providing tools for assessing and documenting learning and program progress.

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  • 7 ساعات
  • الإنجليزية
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Create Compelling Business Cases

Create Compelling Business Cases

In this one-week course, we’ll focus on the 5 most crucial elements of a business case, including what is a business case and how it is used to make investment decisions. Whether you are a student or a professional, this course will give you the fundamentals you need, from defining the problem to gathering data and performing a financial analysis. To be successful in this course, you'll need high-school equivalent writing, reading, and math skills.

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  • 3 ساعات
  • الإنجليزية
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Preparing for the SAS® Viya® Programming Certification Exam

Preparing for the SAS® Viya® Programming Certification Exam

Welcome to the Preparing for the SAS Viya Programming Certification Exam course. This is the third and final course in the Coursera SAS Programmer specialization. You will apply what you have learned in the first two courses by writing code to execute in SAS Cloud Analytic Services and practicing for the SAS certification exams. This is an advanced course, intended for learners who have completed the first two courses in the Coursera SAS Programmer specialization: SAS Programming for Distributed Computing in SAS Viya and CASL Programming for Distributed Computing in SAS Viya.

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English Communication for Tech Professionals

English Communication for Tech Professionals

Improve your English, boost your tech career, and move toward a higher-paying job by leveling up your communication skills in English Communication for Tech Professionals brought to you by Arizona State University and English4IT.

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  • 73 ساعات
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Public Health in Humanitarian Crises 1

Public Health in Humanitarian Crises 1

This course, Public Health in Humanitarian Crises 1, introduces discussions about the public health approach to problems experienced by people affected by disasters, both natural and related to conflict. The course discusses the many changes which occur in people’s lives when they are uprooted by a disaster, ranging from changes in disease patterns, access to health care, livelihoods, shelter, sanitary conditions, nutritional status, etceteras. We will explore what humanitarian interventions could look like if we want to mitigate the effects of disasters.

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  • 17 ساعات
  • الإنجليزية
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Interpersonal Communication for Engineering Leaders

Interpersonal Communication for Engineering Leaders

This course covers communication skills that engineering leaders use every day to motivate, inspire, and support the people in their organizations. Speaking and writing are basic leadership communication skills. (We covered these topics in the Specialization course 1 and 3.) However, leaders also need to be skillful interpersonal communicators. Modern business requires communication skills that are effective across cultures, generations, and genders. Communication is also a key skill in building your personal brand. Leaders need to look, act, and speak like leaders.

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  • 22 ساعات
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Introduction to Unit Testing in Jest - The Fundamentals

Introduction to Unit Testing in Jest - The Fundamentals

In this 1-hour long project-based course on Introduction to Unit testing In Jest, we will get to explore the anatomy of a Jest unit test, and begin writing code and subsequently, the tests for that code using the Jest framework.
By following this course, we will demystify unit tests and understand how we can use them to write better code. we will get practise across the general landscape of the Jest framework to and see how we can use the cool tools provided to us by the awesome Jest developers

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  • 3 ساعات
  • الإنجليزية
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Introduction to Object-Oriented Programming with Java

Introduction to Object-Oriented Programming with Java

Introduction to OO Programming with Java is course 2 of the Core Java Specialization. After completing this course, you'll be able to create simple Java classes that exhibit the principle of Encapsulation, to import other classes for use, to work with Strings, print output and use advanced math functions. We'll begin with a brief refresher on necessary concepts from Object-Oriented Programming. Next, we'll introduce basic Java concepts regarding classes, enabling you to start writing simple Java classes with attributes and methods.

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  • 18 ساعات
  • الإنجليزية
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Scale Up Specialization Capstone

Scale Up Specialization Capstone

In the Scale Up Specialization Capstone, you'll develop insights into how and why start-ups scale up across their entire business - from products and processes, to sales and marketing, and all the way through to company culture.

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  • 2 ساعات
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Data Management with Databricks: Big Data with Delta Lakes

Data Management with Databricks: Big Data with Delta Lakes

In this 2-hour guided project, "Data Management with Databricks: Big Data with Delta Lakes" you will collaborate with the instructor to achieve the following objectives: 1-Create Delta Tables in Databricks and write data to them. Gain hands-on experience in setting up and managing Delta Tables, a powerful data storage format optimized for performance and reliability. 2-Transform a Delta table using Python and leverage SQL to query the data for creating a comprehensive dashboard.

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  • 3 ساعات
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Create a Product Design Brainstorming with Miro

Create a Product Design Brainstorming with Miro

In this 1-hour long project-based course, you will learn how to create a product design brainstorming with Miro as an online collaborative interactive tool, using different whiteboard and team work techniques and models such as brainwriting and SCAMPERS, utilize user personas and action based approaches in order to design and finally streamline ideas into an action plan with a timeline workflow. 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
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Introduction to Regular Expressions in SQL

Introduction to Regular Expressions in SQL

Welcome to this project-based course, Introduction to Regular Expressions in SQL. In this project, you will learn how to use SQL regular expressions extensively for pattern matching to query tables in a database. By the end of this 2-and-a-half-hour-long project, you will be able to use POSIX regular expressions together with meta (special) characters in the WHERE clause and the SELECT clause to retrieve the desired result from a database. In this project, we will move systematically by first revising the use of the LIKE and NOT LIKE operators in the WHERE clause.

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  • 3 ساعات
  • الإنجليزية
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