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 Certificat Professionnel

Ce certificat professionnel n'est pas disponible en Français (France)

Nous sommes actuellement en train de le traduire dans plus de langues. Consultez les langues disponibles.

Microsoft R Programming for Everyone Certificat Professionnel

Build R Programming Skills with Microsoft Tools. Go from a beginner to a confident R programmer, using Microsoft's powerful ecosystem and AI tools.

Instructeur : Microsoft

Inclus avec Coursera Plus

Série de 5 cours

Obtenez une qualification professionnelle qui traduit votre expertise

4.7

(6 avis)

niveau Débutant

Expérience recommandée

Planning flexible

4 mois à 10 heures une semaine

Apprenez à votre propre rythme

Obtenir un Certificat

Avec des formules payantes

Série de 5 cours

Obtenez une qualification professionnelle qui traduit votre expertise

4.7

(6 avis)

niveau Débutant

Expérience recommandée

Planning flexible

4 mois à 10 heures une semaine

Apprenez à votre propre rythme

Obtenir un Certificat

Avec des formules payantes

Ce que vous apprendrez

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.

Compétences que vous acquerrez

Outils que vous découvrirez

Détails à connaître

Certificat partageable

Ajouter à votre profil LinkedIn

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Certificat professionnel - série de 5 cours

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.

Projet d'apprentissage appliqué

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

COURS 128 heures

Ce que vous apprendrez

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.

Compétences que vous acquerrez

Statistical Analysis, Development Environment, Microsoft Copilot, Programming Principles, Debugging, Program Development, Version Control, Software Documentation et Microsoft Visual Studio

Data Manipulation and Cleaning in R

COURS 234 heures

Ce que vous apprendrez

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.

Compétences que vous acquerrez

Data Manipulation, Data Transformation, Data Cleansing, Data Wrangling, Text Mining, Generative AI, R Programming, Tidyverse (R Package), Data Quality, Data Integrity et Data Validation

Exploratory Data Analysis and Visualization

COURS 327 heures

Ce que vous apprendrez

Compétences que vous acquerrez

Exploratory Data Analysis, Data Visualization Software, Interactive Data Visualization, Ggplot2, Scatter Plots, Rmarkdown, Correlation Analysis, Data Cleansing, Dimensionality Reduction, Tidyverse (R Package), Descriptive Statistics, Plotly, Data Storytelling, Data Visualization, Statistical Visualization, Statistical Analysis, Data Analysis, Knitr, R Programming et Generative AI

Statistical Analysis and Advanced Techniques

COURS 427 heures

Ce que vous apprendrez

Compétences que vous acquerrez

R Programming, Regression Analysis, Time Series Analysis and Forecasting, Statistical Hypothesis Testing, Predictive Modeling, Statistical Analysis, Forecasting, Power BI, Statistical Inference, Microsoft Excel, R (Software), Descriptive Statistics, Generative AI, Statistics et Probability & Statistics

Advanced Data Applications and Integration

COURS 519 heures

Ce que vous apprendrez

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.

Compétences que vous acquerrez

R Programming, Web Scraping, Data Manipulation, Rmarkdown, Interactive Data Visualization, Application Programming Interface (API), Ggplot2, Data Collection, Data Integration, Cloud Storage, Shiny (R Package), Data Visualization Software, Geospatial Information and Technology, Microsoft Azure, Tidyverse (R Package), Data Science et Data Analysis

Obtenez un certificat professionnel

Ajoutez ce titre à votre profil LinkedIn, à votre curriculum vitae ou à votre CV. Partagez-le sur les médias sociaux et dans votre évaluation des performances.

Instructeur

Microsoft

239 Cours1 959 638 apprenants

Offert par

Microsoft

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Foire Aux Questions

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.