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Data Analysis Using Python

Data Analysis Using Python

This course provides an introduction to basic data science techniques using Python. Students are introduced to core concepts like Data Frames and joining data, and learn how to use data analysis libraries like pandas, numpy, and matplotlib. This course provides an overview of loading, inspecting, and querying real-world data, and how to answer basic questions about that data. Students will gain skills in data aggregation and summarization, as well as basic data visualization.

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  • 17 hours
  • English
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ML: Diagnose the presence of Breast Cancer with Python

ML: Diagnose the presence of Breast Cancer with Python

In this 1-hour long project-based course, you will learn how to set up and run your Jupyter Notebook, load, preview and visualize data, then train, test and evaluate a machine learning model that predicts if a patient has breast cancer or not.

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  • 2 hours
  • English
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TypeScript Arrays

TypeScript Arrays

This project will teach you about TypeScript Arrays on TypeScript playground on how to store multiple values of the same type in a single container called Arrays. It covers both single and two dimensional arrays. In addition to this you will learn some of the TypeScript array methods on how to access, add and delete elements from an array. 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 hours
  • English
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Getting Started with Rstudio

Getting Started with Rstudio

In this 1-hour long project-based course, you will learn everything you need to know to get started with RStudio IDE, including how to install RStudio onto your Windows, MAC or Linux machine, how to use RStudio Cloud, a lightweight, cloud-based version of RStudio, how to start creating R projects, install and load R packages, as well as display interactive maps, graphs and tables with 1 line of code. This course is perfect if you want to start learning R programming with RStudio: the Premiere IDE for R 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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Create a Website Using Wordpress : Free Hosting & Sub-domain

Create a Website Using Wordpress : Free Hosting & Sub-domain

In this 2 hours long project-based course, you will learn to create a Beautiful, Professional Medical Business Website from scratch using WordPress with free Hosting and Sub-domain.

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  • 3 hours
  • English
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Open Source Software Development Methods

Open Source Software Development Methods

In this course, we will define what open source software is, we will go over the history of open source software and what benefits it has provided to the world’s technology infrastructure over the decades. The course aims to teach you how to work in open source projects productively and gain a lot of benefits from it, and really understand what the advantages are. You will learn about collaboration best practices, and how to encourage diversity in open source projects.

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  • 5 hours
  • English
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Flutter Web and Firebase Authentication

Flutter Web and Firebase Authentication

This is a self-paced lab that takes place in the Google Cloud console.
This lab demonstrates how to use Firebase Web authentication in a Flutter application.

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  • 1 hour
  • English
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Test app in Azure with Visual Studio and DevTest labs

Test app in Azure with Visual Studio and DevTest labs

In this project, learners will know how to publish an app from Visual Studio and then test the app using the Azure DevTest labs service.

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  • 3 hours
  • English
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MongoDB Tutorial

MongoDB Tutorial

This tutorial is designed to introduce you to the MongoDB database management system. MongoDB is a NoSQL document database that stores data in flexible, JSON-like documents, making it easy to work with and integrate with web applications. In this tutorial, you will learn the basics of MongoDB, including how to install and set up MongoDB on your local machine, how to create databases and collections, and how to perform CRUD (Create, Read, Update, Delete) operations on data.

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  • 9 hours
  • English
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Introduction to Java

Introduction to Java

This Course is the first of a series of courses that make up the Core Java Specialization. The Core Java Specialization, in turn, is part of a series of programming specializations, derived from LearnQuest's private Java Bootcamps, designed to provide the skill set necessary to be hired as an IT developer using Java in many corporate environments. This course includes hands-on practice and will give you a solid knowledge of the Java language.

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  • 12 hours
  • English
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Linux: Use Vim to Edit an HTML Document

Linux: Use Vim to Edit an HTML Document

In this 1-hour long project-based course on Linux: Use Vim to Edit an HTML Document, you will be working entirely in the Bash shell and using powerful VIM commands to learn how we can fully work with files without the need of an IDE or text editor GUI.

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  • 3 hours
  • English
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Getting Started in Microsoft SharePoint

Getting Started in Microsoft SharePoint

During this introductory session of Microsoft SharePoint, learners will understand that SharePoint is a platform best utilized in a business environment. As the administrator for your Microsoft SharePoint account, you will learn how to create a unique team site and add the appropriate members within your organization. The site has many features and capabilities, which will be discussed as the layout is reviewed. Project sharing and creation in real time is one of Sharepoint’s major advantages, as well as, displaying the most up-to-date news.

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  • 3 hours
  • English
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Fundamentals of Fluid-Solid Interactions

Fundamentals of Fluid-Solid Interactions

What is fluid-solid interactions ? It is what happens when the motions of a fluid and of a solid are somehow coupled. This happens all the time, around you when leaves flutter in the wind, inside you when your heart beats, above you when wings of a plane vibrate, under the sea... The idea behind this MOOC is to give you the basic tools to be able to predict and eventually mitigate things called flutter, galloping, sloshing, vortex-induced vibrations, added mass, to cite a few.

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  • 9 hours
  • English
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AWS S3 Basics

AWS S3 Basics

In this 1-hour long project-based course, you will learn about AWS S3 and its features like Encryption, Versioning, Static Website Hosting and Life cycle management. S3 stands for Simple Storage Service, it is a object-based storage service which AWS provides. S3 can also be used to host a static website. By the end of this project you will create S3 bucket and will be able upload content to the bucket. You will also enable Encryption, Versioning for S3 Bucket, Static website hosting and will create Lifecycle management rule for objects in S3 Bucket.

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  • 2 hours
  • English
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Developing Innovative Ideas for New Companies: The First Step in Entrepreneurship

Developing Innovative Ideas for New Companies: The First Step in Entrepreneurship

This course assists aspiring and active entrepreneurs in developing great ideas into great companies. With strong economies presenting rich opportunities for new venture creation, and challenging economic times presenting the necessity for many to make their own job, the need to develop the skills to develop and act on innovative business opportunities is increasingly vital.

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  • English
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Apply Fibonacci Scales to Agile Project Estimation in Miro

Apply Fibonacci Scales to Agile Project Estimation in Miro

By the end of this project, you will be able to apply the Fibonacci scale to agile project estimations to distribute work more evenly and estimate required resources without over-commitment during each sprint.

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  • 2 hours
  • English
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Software Developer Career Guide and Interview Preparation

Software Developer Career Guide and Interview Preparation

Software engineering professionals are in high demand around the world, and the trend shows no sign of slowing. There are lots of great jobs available, but lots of great candidates too. How can you get the edge in such a competitive field? This course will prepare you to enter the job market as a great candidate for a software engineering position. It provides practical techniques for creating essential job-seeking materials such as a resume and a portfolio, as well as auxiliary tools like a cover letter and an elevator pitch.

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  • 12 hours
  • English
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Program Procurement Planning with ClickUp

Program Procurement Planning with ClickUp

By the end of this guided project, you will be fluent in creating Program Procurement Planning artefacts for the Planning Phase for diverse programs. You will utilise a logical diagramming plan in an agile environment to develop the solution. This will enable you to identify and classify the required components for procurement planning.

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  • 3 hours
  • English
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XML Tutorial

XML Tutorial

Start learning XML with the w3schools course to improve your Web Development skills. XML was designed to store and transport data, and to be both human- and machine-readable. This is a structured and interactive version of the w3schools XML Tutorial. The course is self-paced with text based modules, practical interactive examples and exercises to check your understanding as you progress. W3schools is the world's largest web developer learning site. Start learning with our proven tutorials used by millions of learners!

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  • 26 hours
  • English
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Moneyball and Beyond

Moneyball and Beyond

The book Moneyball triggered a revolution in the analysis of performance statistics in professional sports, by showing that data analytics could be used to increase team winning percentage. This course shows how to program data using Python to test the claims that lie behind the Moneyball story, and to examine the evolution of Moneyball statistics since the book was published. The learner is led through the process of calculating baseball performance statistics from publicly available datasets.

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  • 29 hours
  • English
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Product Development: Customer Journey Mapping with Miro

Product Development: Customer Journey Mapping with Miro

By the end of this project, you will be fluent in identifying and analyzing customer journeys for new products and services and in deriving opportunities from your analysis, thus generating positive results for your business venture.

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  • 3 hours
  • English
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Gain Actionable Feedback with a 4Ls Retrospective in Miro

Gain Actionable Feedback with a 4Ls Retrospective in Miro

By the end of this project, you will be able to lead and document a 4 Ls project retrospective to explore lessons learned while focusing on actions and improvements.

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  • 2 hours
  • English
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Social Determinants of Health

Social Determinants of Health

This is an introductory course on social determinants of population health with a focus on the United States. The course will introduce you to, or reinforce your knowledge of, issues related to health that consider behavioral, psychological and structural factors in population health beyond the healthcare system.

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  • 17 hours
  • English
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Orchestrating a TFX Pipeline with Airflow

Orchestrating a TFX Pipeline with Airflow

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn to create your own machine learning pipelines using TensorFlow Extended (TFX) and Apache Airflow as the orchestrator.

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  • 2 hours
  • English
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Data Analysis with Python

Data Analysis with Python

Analyzing data with Python is an essential skill for Data Scientists and Data Analysts. This course will take you from the basics of data analysis with Python to building and evaluating data models.

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  • 15 hours
  • English
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