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R Courses

R courses can help you learn data manipulation, statistical analysis, data visualization, and programming fundamentals. You can build skills in creating reproducible research, performing regression analysis, and implementing machine learning algorithms. Many courses introduce tools like RStudio and packages such as ggplot2 and dplyr, which enhance your ability to analyze datasets and present findings effectively.


Popular R Courses and Certifications


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    Coursera

    Document AI: Project & API Writing

    Skills you'll gain: Software Documentation, Engineering Documentation, Technical Documentation, Model Training, Software Design Documents, Technical Writing, Generative Model Architectures, Technical Communication

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Spark, Skew & Speed: Pipeline Performance Engineering

    Skills you'll gain: System Monitoring, Data Quality, Performance Tuning, Apache Spark, Data Validation, Data Pipelines, Query Languages, Debugging, Data Transformation, Anomaly Detection, PySpark, Performance Analysis, Extract, Transform, Load, Failure Analysis, SQL, Data Architecture, Data Processing, Benchmarking, Root Cause Analysis, Distributed Computing

    Advanced · Specialization · 3 - 6 Months

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    LearnKartS

    MCP Servers & Agentic AI Architecture

    Skills you'll gain: Model Context Protocol, Vector Databases, Agentic Workflows, Tool Calling, Agentic systems, AI Workflows, Google Gemini, Server Side, Gemini, Generative AI Agents, AI Integrations, Embeddings, Node.JS, Retrieval-Augmented Generation, Large Language Modeling, Web Development, PostgreSQL, Data Processing, Data Modeling, Javascript

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Build BI Pipelines

    Skills you'll gain: Looker (Software), Data Pipelines, Data Transformation, Dashboard Creation, Automation, Scripting, Business Intelligence, Interactive Data Visualization, Extract, Transform, Load, Data Processing, Data Warehousing, Data Integrity, Data Quality, Data Integration, Google Cloud Platform, Data Validation, Marketing Analytics, Cloud-Based Integration, SQL

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Spin Up Weaviate

    Skills you'll gain: Vector Databases, Query Languages, Embeddings, Database Management, Database Design, Docker (Software), Data Management, Restful API, Application Programming Interface (API), Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Teradata プロフェッショナルのための BigQuery 基礎

    Skills you'll gain: Teradata SQL, SQL, Identity and Access Management, Extract, Transform, Load, Data Warehousing, Google Cloud Platform, Role-Based Access Control (RBAC), Data Import/Export, Database Design, Big Data, Data Migration, Data Integration, Database Architecture and Administration, Data Architecture, Data Modeling, Real Time Data

    Intermediate · Course · 1 - 3 Months

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    Edureka

    Build Your First No-Code Data Workflow

    Skills you'll gain: Data Analysis, Data Manipulation, Data Wrangling, Data Collection, Data Cleansing, Data Processing, Data Quality, Data Analysis Software, Data Science, Feature Engineering, Data Visualization, Data Presentation, Data Validation, Correlation Analysis, Machine Learning

    Beginner · Course · 1 - 3 Months

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    Coursera

    Data Modeling & Warehousing Fundamentals in Data Engineering

    Skills you'll gain: Data Warehousing, Star Schema, Data Modeling, Database Design, Extract, Transform, Load, Database Development, Data Integration, Data Infrastructure, Database Architecture and Administration, Database Software, Relational Databases, Database Management, Business Intelligence, Database Theory, Performance Tuning, PostgreSQL, SQL

    Beginner · Course · 1 - 3 Months

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    PracticalGrowth

    Keeping Great People: A Team Leader’s Retention Playbook

    Skills you'll gain: Succession Planning, Employee Retention, Recognizing Others, Talent Management, Team Performance Management, Team Management, Employee Engagement, People Development, Team Leadership, People Management, Driving engagement, Workforce Planning, Professional Development, Workforce Management, Employee Coaching, Employee Surveys, Telecommuting, Interviewing Skills, Capacity Management, Process Improvement

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Choose Cost-Effective ML Algorithms Fast

    Skills you'll gain: Model Training, Benchmarking, Decision Intelligence, Resource Utilization, Cost Estimation, Resource Consumption Accounting, Memory Management, Run Chart, Analysis, Cost Management

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    AI Techniques, Causal Inference & Business Optimization

    Skills you'll gain: Root Cause Analysis, Data Ethics, Responsible AI, Retrieval-Augmented Generation, LLM Application, Operations Research, General Data Protection Regulation (GDPR), Regulatory Compliance, Strategic Decision-Making, Apache Kafka, Pareto Chart, Operational Analysis, Decision Intelligence, Stakeholder Communications, Revenue Management, Large Language Modeling, Real Time Data, Information Privacy, Statistical Inference, Reinforcement Learning

    Intermediate · Specialization · 3 - 6 Months

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    Pragmatic AI Labs

    LLM Security and Vulnerabilities

    Skills you'll gain: LLM Application, Large Language Modeling, AI Security, Cyber Security Assessment, Application Security, Security Architecture Review, Threat Modeling, Security Testing, Secure Coding, Vulnerability Assessments, Software Architecture, Prompt Engineering, IT Security Architecture, Security Controls, Application Programming Interface (API), Model Training, Data Validation

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular r programming courses

  • Document AI: Project & API Writing: Coursera
  • Spark, Skew & Speed: Pipeline Performance Engineering: Coursera
  • MCP Servers & Agentic AI Architecture: LearnKartS
  • Build BI Pipelines: Coursera
  • Spin Up Weaviate: Coursera
  • Teradata プロフェッショナルのための BigQuery 基礎: Google Cloud
  • Build Your First No-Code Data Workflow: Edureka
  • Data Modeling & Warehousing Fundamentals in Data Engineering: Coursera
  • Keeping Great People: A Team Leader’s Retention Playbook: PracticalGrowth
  • Choose Cost-Effective ML Algorithms Fast: Coursera

Skills you can learn in Data Analysis

Analytics (85)
Big Data (64)
Python Programming (47)
Business Analytics (40)
R Programming (37)
Statistical Analysis (36)
Sql (33)
Data Model (29)
Data Mining (27)
Exploratory Data Analysis (26)
Data Modeling (21)
Data Manipulation (20)

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