How is this program different from other R programming courses?

This certificate uniquely combines R programming with Microsoft's professional development ecosystem. You'll learn using industry-standard tools like Visual Studio Code and GitHub Copilot, while gaining hands-on experience with Azure cloud services and AI-assisted development.

What will I be able to do after completing this certificate?

Upon completion, you'll be able to write efficient R code, analyze complex datasets, create professional visualizations, perform statistical analyses, and integrate with cloud services. You'll have experience using Microsoft's development tools and AI-assisted programming through GitHub Copilot.

Is this course really 100% online? Do I need to attend any classes in person?

This course is completely online, so there’s no need to show up to a classroom in person. You can access your lectures, readings and assignments anytime and anywhere via the web or your mobile device.

Can I just enroll in a single course?

Yes! To get started, click the course card that interests you and enroll. You can enroll and complete the course to earn a shareable certificate. When you subscribe to a course that is part of a Certificate, you’re automatically subscribed to the full Certificate. Visit your learner dashboard to track your progress.

Microsoft R Programming for Everyone (berufsbezogenes Zertifikat)

Eignen Sie sich gefragte Fähigkeiten mit einem ganzjährigen Coursera Plus-Abonnement an -- jetzt für 239 $. Sparen Sie jetzt.

Microsoft R Programming for Everyone (berufsbezogenes Zertifikat)

Build R Programming Skills with Microsoft Tools.

Go from a beginner to a confident R programmer, using Microsoft's powerful ecosystem and AI tools.

Dozent: Microsoft

2.450 bereits angemeldet

Bei Mehr erfahren enthalten

5-teilige Kursreihe

Erwerben Sie eine Karrierereferenz, die Ihre Qualifikation belegt

aus 10 Bewertungen von Kursen in diesem Programm

Stufe Anfänger

Empfohlene Erfahrung

4 months to complete

unter 10 Stunden pro Woche

5-teilige Kursreihe

Erwerben Sie eine Karrierereferenz, die Ihre Qualifikation belegt

aus 10 Bewertungen von Kursen in diesem Programm

Stufe Anfänger

Empfohlene Erfahrung

4 months to complete

unter 10 Stunden pro Woche

Was Sie lernen werden

Learn and apply fundamental R programming concepts and syntax using Microsoft Visual Studio Code.
Import, manipulate, and export data using R with Microsoft integration.
Conduct and interpret basic and advanced statistical analyses and create professional-grade data visualizations and reports in R.
Utilize generative AI tools to streamline and enhance coding and data analysis tasks.

Kompetenzen, die Sie erwerben

Kategorie: Statistical Reporting
Kategorie: Data Visualization
Kategorie: Web Scraping
Kategorie: Probability & Statistics
Kategorie: Data Manipulation
Kategorie: Data Cleansing
Kategorie: Statistical Analysis
Kategorie: Data Storytelling
Kategorie: Statistics
Kategorie: Logistic Regression
Kategorie: Statistical Modeling
Kategorie: Statistical Hypothesis Testing
Kategorie: Version Control
Kategorie: Data Preprocessing
Kategorie: Data Presentation

Werkzeuge, die Sie lernen werden

Kategorie: Rmarkdown
Kategorie: Statistical Software
Kategorie: R (Software)
Kategorie: R Programming
Kategorie: Leaflet (Software)

Wichtige Details

Zertifikat zur Vorlage

Zu Ihrem LinkedIn-Profil hinzufügen

Unterrichtet in Englisch

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

Erfahren Sie, wie Mitarbeiter führender Unternehmen gefragte Kompetenzen erwerben.

Weitere Informationen zu Coursera für Unternehmen

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Bringen Sie Ihre Karriere mit gefragten Kompetenzen voran.

Erhalten Sie Schulungen auf professionellem Niveau von Microsoft
Stellen Sie Ihre technischen Kenntnisse unter Beweis.
Erwerben Sie ein von Arbeitgebern anerkanntes Zertifikat von Microsoft.

Berufsbezogenes Zertifikat – 5 Kursreihen

Acquire skills and build your expertise with the power of R programming and Microsoft's cutting-edge tools. Whether you're looking to switch careers or expand your skillset, this certificate guides you from complete beginner to confident R programmer, no prior experience needed.

You'll learn using Microsoft's professional development environment, Visual Studio Code, and experience the future of coding with GitHub Copilot's AI assistance. Through five carefully crafted courses, you'll master data manipulation with tidyverse, create compelling visualizations, perform statistical analyses, and integrate with Azure services. Each course includes hands-on projects that simulate real workplace challenges, building your professional portfolio.

What makes this certificate unique is the seamless blend of R programming with Microsoft's enterprise-grade ecosystem. You'll experience how professional developers work, using industry-standard tools and AI-assisted development workflows.

As you progress, you'll develop confidence in:

- Writing efficient R code

- Analyzing complex datasets

- Creating professional visualizations

- Collaborating through GitHub

- Integrating with cloud services

- Using AI tools to enhance productivity

Ready to start? Your future in data analysis starts here – with the perfect blend of essential programming skills, Microsoft's professional tools, and AI-powered development assistance.

Übungsprojekt

In this certificate, you'll develop a professional portfolio through hands-on projects using real-world datasets and Microsoft's development tools. Starting with fundamental data manipulation projects, you'll progress to creating interactive dashboards and automated reporting systems. As your skills advance, you'll tackle more complex challenges involving statistical analysis, data visualization, and cloud integration using Azure services. The certificate culminates in a comprehensive capstone project where you'll solve a real-world business problem.

Throughout these projects, you'll gain practical experience in:

- Transforming raw data into meaningful insights

- Creating professional visualizations

- Implementing statistical analyses

- Developing automated solutions

- Integrating with cloud services

- Collaborating using version control

Each project is designed to reinforce your learning while building a comprehensive portfolio that showcases your practical skills.

R Programming Essentials with Microsoft Tools

KURS 1, 28 Stunden

Was Sie lernen werden

Begin your R programming journey with this foundational course that combines essential programming concepts with Microsoft's professional development environment. Through five comprehensive modules, you'll master R basics while working with Visual Studio Code and GitHub Copilot. Starting with fundamental concepts like variables and data structures, you'll progress to working with real data and implementing version control. The course features hands-on projects, AI-assisted coding practice, and culminates in creating your first complete R programming project.

Kompetenzen, die Sie erwerben

Kategorie: Statistics

Kategorie: Data Transformation

Kategorie: Version Control

Kategorie: Scripting

Kategorie: Program Development

Kategorie: Descriptive Statistics

Kategorie: Statistical Reporting

Kategorie: GitHub Copilot

Kategorie: Microsoft Visual Studio

Kategorie: Development Environment

Kategorie: Programming Principles

Kategorie: Code Reusability

Kategorie: R (Software)

Data Manipulation and Cleaning in R

KURS 2, 32 Stunden

Was Sie lernen werden

Transform raw data into valuable insights using R's powerful tidyverse tools. This beginner-friendly course introduces you to essential data cleaning and manipulation techniques, making complex data tasks approachable and practical. Learn how to clean messy data, handle missing values, and prepare datasets for analysis using Microsoft's development environment and AI assistance.

Through hands-on practice, you'll master fundamental data cleaning skills while building confidence in: - Organizing and structuring data effectively - Handling common data issues - Working with different data formats - Using AI tools to enhance your workflow - Creating reproducible data cleaning processes Each concept is taught step-by-step with extensive examples and guided practice, ensuring you build a strong foundation in data manipulation skills.

Kompetenzen, die Sie erwerben

Kategorie: Data Transformation

Kategorie: Data Manipulation

Kategorie: Tidyverse (R Package)

Kategorie: Data Pipelines

Kategorie: Data Preprocessing

Kategorie: R Programming

Kategorie: Data Quality

Kategorie: Data Cleansing

Kategorie: Anomaly Detection

Kategorie: Data Validation

Kategorie: Generative AI

Kategorie: Data Import/Export

Exploratory Data Analysis and Visualization

KURS 3, 26 Stunden

Was Sie lernen werden

Perform exploratory data analysis
Create charts with ggplot2
Build interactive visuals with Plotly
Deliver reports with R Markdown

Kompetenzen, die Sie erwerben

Kategorie: Data Storytelling

Kategorie: Tidyverse (R Package)

Kategorie: Data Presentation

Kategorie: Descriptive Statistics

Kategorie: Data Visualization

Kategorie: Data Science

Kategorie: Scatter Plots

Kategorie: Data Manipulation

Kategorie: Data Preprocessing

Kategorie: Data Cleansing

Kategorie: Histogram

Statistical Analysis and Advanced Techniques

KURS 4, 28 Stunden

Was Sie lernen werden

Begin your journey into practical statistics with this beginner-friendly course that makes complex concepts accessible. Learn to perform basic statistical analyses using R and Microsoft's tools, while using AI assistance to help understand and implement statistical concepts. Through hands-on practice with real datasets, you'll build confidence in conducting and interpreting statistical tests.

By the end of this course, you will be able to: • Apply core statistical methods — including descriptive statistics, hypothesis testing, and regression analysis — to real-world datasets with confidence. • Use R and Microsoft tools to perform, visualize, and communicate statistical analyses effectively. • Interpret the results of statistical tests and translate findings into clear, actionable insights for non-technical audiences. • Design and execute a basic end-to-end statistical analysis workflow, from data preparation through to results and conclusions.

Kompetenzen, die Sie erwerben

Kategorie: Statistical Inference

Kategorie: Statistical Methods

Kategorie: Statistical Modeling

Kategorie: Probability & Statistics

Kategorie: Logistic Regression

Kategorie: Statistics

Kategorie: R Programming

Kategorie: Analytics

Kategorie: Statistical Programming

Kategorie: Statistical Software

Kategorie: Predictive Modeling

Kategorie: Statistical Reporting

Kategorie: Statistical Analysis

Kategorie: R (Software)

Kategorie: Data Analysis

Kategorie: Technical Communication

Kategorie: Time Series Analysis and Forecasting

Kategorie: Analysis

Kategorie: Regression Analysis

Kategorie: Statistical Hypothesis Testing

Advanced Data Applications and Integration

KURS 5, 19 Stunden

Was Sie lernen werden

Take your R programming skills to the next level with this final, practical course that bridges theory and real-world applications. Learn to collect data from web sources, create interactive visualizations, handle large datasets efficiently, and integrate with cloud services. While covering advanced topics, the course maintains a beginner-friendly approach with step-by-step guidance and AI assistance.

Kompetenzen, die Sie erwerben

Kategorie: Data Presentation

Kategorie: Data Wrangling

Kategorie: Web Scraping

Kategorie: Cloud Storage

Kategorie: AI Workflows

Kategorie: Microsoft Azure

Kategorie: Data Analysis

Kategorie: Rmarkdown

Kategorie: Spatial Data Analysis

Kategorie: Geospatial Information and Technology

Kategorie: Leaflet (Software)

Kategorie: Data Manipulation

Kategorie: Data Collection

Kategorie: Application Programming Interface (API)

Kategorie: Data Ethics

Kategorie: Interactive Data Visualization

Kategorie: Geospatial Mapping

Kategorie: R Programming

Kategorie: Data Storage

Kategorie: Real Time Data

Erwerben Sie ein Karrierezertifikat.

Fügen Sie dieses Zeugnis Ihrem LinkedIn-Profil, Lebenslauf oder CV hinzu. Teilen Sie sie in Social Media und in Ihrer Leistungsbeurteilung.

Dozent

Microsoft

500 Kurse3.043.626 Lernende

von

Microsoft

Warum entscheiden sich Menschen für Coursera für ihre Karriere?

Felipe M.

Lernender seit 2018

„Es ist eine großartige Erfahrung, in meinem eigenen Tempo zu lernen. Ich kann lernen, wenn ich Zeit und Nerven dazu habe.“

Jennifer J.

Lernender seit 2020

„Bei einem spannenden neuen Projekt konnte ich die neuen Kenntnisse und Kompetenzen aus den Kursen direkt bei der Arbeit anwenden.“

Larry W.

Lernender seit 2021

„Wenn mir Kurse zu Themen fehlen, die meine Universität nicht anbietet, ist Coursera mit die beste Alternative.“

Chaitanya A.

„Man lernt nicht nur, um bei der Arbeit besser zu werden. Es geht noch um viel mehr. Bei Coursera kann ich ohne Grenzen lernen.“

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Häufig gestellte Fragen

R is a powerful programming language specifically designed for data analysis, statistical computing, and visualization. It's widely used in data science, business analytics, and research. Learning R with Microsoft tools provides a versatile skillset for working with data in professional environments.

This program is designed for beginners interested in learning R programming and data analysis. Whether you're a career switcher, recent graduate, or professional looking to add data skills, this certificate provides a comprehensive foundation using Microsoft's tools. No prior programming experience is required.

You'll need a computer (Windows, Mac, or Linux) with minimum 8GB RAM and stable internet connection. All required software is free: Microsoft Visual Studio Code, R, GitHub Copilot (provided access), and Azure services (free tier). No paid subscriptions are needed during the learning period.