Microsoft R Programming for Everyone

Microsoft via Coursera Professional Certificate

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Overview

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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.

Syllabus

Course 1: R Programming Essentials with Microsoft Tools
Course 2: Data Manipulation and Cleaning in R
Course 3: Exploratory Data Analysis and Visualization
Course 4: Statistical Analysis and Advanced Techniques
Course 5: Advanced Data Applications and Integration

Courses

1 review
19 hours 16 minutes
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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.
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1 day 8 hours 1 minute
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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.
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1 day 2 hours 5 minutes
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Discover the power of data visualization and analysis in this beginner-friendly course. Learn how to turn raw data into meaningful insights using R's visualization tools and Microsoft's development environment. Through hands-on practice, you'll learn to create engaging visualizations and understand basic statistical patterns, all while using AI assistance to enhance your learning.
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1 day 4 hours
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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.
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1 day 4 hours 27 minutes
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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.